Graph Neural Networks
Graph Neural Networks
| Publish Date | Title | Authors | Code | |
|---|---|---|---|---|
| 2025-12-18 | Deep learning directed synthesis of fluid ferroelectric materials | Charles Parton-Barr et.al. | 2512.16671 | null |
| 2025-12-18 | Microsoft Academic Graph Information Retrieval for Research Recommendation and Assistance | Jacob Reiss et.al. | 2512.16661 | null |
| 2025-12-18 | Riemannian Stochastic Interpolants for Amorphous Particle Systems | Louis Grenioux et.al. | 2512.16607 | null |
| 2025-12-18 | GFLAN: Generative Functional Layouts | Mohamed Abouagour et.al. | 2512.16275 | null |
| 2025-12-18 | Sharpness-aware Federated Graph Learning | Ruiyu Li et.al. | 2512.16247 | null |
| 2025-12-18 | Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models | Xueqi Ma et.al. | 2512.16244 | null |
| 2025-12-18 | The Evolution of Reranking Models in Information Retrieval: From Heuristic Methods to Large Language Models | Tejul Pandit et.al. | 2512.16236 | null |
| 2025-12-18 | A Multi-scale Fused Graph Neural Network with Inter-view Contrastive Learning for Spatial Transcriptomics Data Clustering | Jianping Mei et.al. | 2512.16188 | null |
| 2025-12-18 | A Multimodal Approach to Alzheimer’s Diagnosis: Geometric Insights from Cube Copying and Cognitive Assessments | Jaeho Yang et.al. | 2512.16184 | null |
| 2025-12-18 | SegGraph: Leveraging Graphs of SAM Segments for Few-Shot 3D Part Segmentation | Yueyang Hu et.al. | 2512.16143 | null |
| 2025-12-18 | Graph Neural Networks for Interferometer Simulations | Sidharth Kannan et.al. | 2512.16051 | null |
| 2025-12-12 | Bridging Data and Physics: A Graph Neural Network-Based Hybrid Twin Framework | M. Gorpinich et.al. | 2512.15767 | null |
| 2025-12-10 | How Do Graph Signals Affect Recommendation: Unveiling the Mystery of Low and High-Frequency Graph Signals | Feng Liu et.al. | 2512.15744 | null |
| 2025-12-17 | Photonics-Enhanced Graph Convolutional Networks | Yuan Wang et.al. | 2512.15549 | null |
| 2025-12-17 | Graph Contextual Reinforcement Learning for Efficient Directed Controller Synthesis | Toshihide Ubukata et.al. | 2512.15295 | null |
| 2025-12-17 | Accelerating High-Throughput Catalyst Screening by Direct Generation of Equilibrium Adsorption Structures | Songze Huo et.al. | 2512.15228 | null |
| 2025-12-17 | RELIC-GNN: Efficient State Registers Identification with Graph Neural Network for Reverse Engineering | Weitao Pan et.al. | 2512.15037 | null |
| 2025-12-16 | ATLAS: Adaptive Topology-based Learning at Scale for Homophilic and Heterophilic Graphs | Turja Kundu et.al. | 2512.14908 | null |
| 2025-12-16 | A Roadmap for Applying Graph Neural Networks to Numerical Data: Insights from Cementitious Materials | Mahmuda Sharmin et.al. | 2512.14855 | null |
| 2025-12-09 | Generative Urban Flow Modeling: From Geometry to Airflow with Graph Diffusion | Francisco Giral et.al. | 2512.14725 | null |
| 2025-12-16 | A Graph-Based Forensic Framework for Inferring Hardware Noise of Cloud Quantum Backend | Subrata Das et.al. | 2512.14541 | null |
| 2025-12-16 | Dual-Axis RCCL: Representation-Complete Convergent Learning for Organic Chemical Space | Dejun Hu et.al. | 2512.14418 | null |
| 2025-12-16 | Beyond MMD: Evaluating Graph Generative Models with Geometric Deep Learning | Salvatore Romano et.al. | 2512.14241 | null |
| 2025-12-16 | Graph Signal Denoising Using Regularization by Denoising and Its Parameter Estimation | Hayate Kojima et.al. | 2512.14213 | null |
| 2025-12-16 | ProtoFlow: Interpretable and Robust Surgical Workflow Modeling with Learned Dynamic Scene Graph Prototypes | Felix Holm et.al. | 2512.14092 | null |
| 2025-12-16 | Multivariate Time Series Forecasting with Hybrid Euclidean-SPD Manifold Graph Neural Networks | Yong Fang et.al. | 2512.14023 | null |
| 2025-12-15 | A Complete Guide to Spherical Equivariant Graph Transformers | Sophia Tang et.al. | 2512.13927 | null |
| 2025-12-15 | Topologically-Stabilized Graph Neural Networks: Empirical Robustness Across Domains | Jelena Losic et.al. | 2512.13852 | null |
| 2025-12-15 | Enhancing Semi-Supervised Multi-View Graph Convolutional Networks via Supervised Contrastive Learning and Self-Training | Huaiyuan Xiao et.al. | 2512.13770 | null |
| 2025-12-15 | Network-Wide Traffic Volume Estimation from Speed Profiles using a Spatio-Temporal Graph Neural Network with Directed Spatial Attention | Léo Hein et.al. | 2512.13758 | null |
| 2025-12-15 | A Spatio-Temporal Hybrid Quantum-Classical Graph Convolutional Neural Network Approach for Urban Taxi Destination Prediction | Xiuying Zhang et.al. | 2512.13745 | null |
| 2025-12-15 | LightTopoGAT: Enhancing Graph Attention Networks with Topological Features for Efficient Graph Classification | Ankit Sharma et.al. | 2512.13617 | null |
| 2025-12-15 | Understanding When Graph Convolutional Networks Help: A Diagnostic Study on Label Scarcity and Structural Properties | Nischal Subedi et.al. | 2512.12947 | null |
| 2025-12-14 | OPAL: Operator-Programmed Algorithms for Landscape-Aware Black-Box Optimization | Junbo Jacob Lian et.al. | 2512.12809 | null |
| 2025-12-14 | Modeling Authorial Style in Urdu Novels Using Character Interaction Graphs and Graph Neural Networks | Hassan Mujtaba et.al. | 2512.12654 | null |
| 2025-12-14 | Torch Geometric Pool: the Pytorch library for pooling in Graph Neural Networks | Filippo Maria Bianchi et.al. | 2512.12642 | null |
| 2025-12-14 | Empirical Mode Decomposition and Graph Transformation of the MSCI World Index: A Multiscale Topological Analysis for Graph Neural Network Modeling | Agustín M. de los Riscos et.al. | 2512.12526 | null |
| 2025-12-13 | Advancing Cache-Based Few-Shot Classification via Patch-Driven Relational Gated Graph Attention | Tasweer Ahmad et.al. | 2512.12498 | null |
| 2025-12-13 | GoMS: Graph of Molecule Substructure Network for Molecule Property Prediction | Shuhui Qu et.al. | 2512.12489 | null |
| 2025-12-13 | A Graph Attention Network-Based Framework for Reconstructing Missing LiDAR Beams | Khalfalla Awedat et.al. | 2512.12410 | null |
| 2025-12-13 | A Hybrid Deep Learning Framework for Emotion Recognition in Children with Autism During NAO Robot-Mediated Interaction | Indranil Bhattacharjee et.al. | 2512.12208 | null |
| 2025-12-13 | Modeling Dabrafenib Response Using Multi-Omics Modality Fusion and Protein Network Embeddings Based on Graph Convolutional Networks | La Ode Aman et.al. | 2512.12134 | null |
| 2025-12-13 | High-Dimensional Tensor Discriminant Analysis: Low-Rank Discriminant Structure, Representation Synergy, and Theoretical Guarantees | Elynn Chen et.al. | 2512.12122 | null |
| 2025-12-13 | Prediction of PLX-4720 Sensitivity in Cancer Cell Lines through Multi-Omics Integration and Attention-Based Fusion Modeling | La Ode Aman et.al. | 2512.12113 | null |
| 2025-12-12 | Context-Aware Agentic Power Resources Optimisation in EV using Smart2ChargeApp | Muddsair Sharif et.al. | 2512.12048 | null |
| 2025-12-12 | Accelerating Sparse Matrix-Matrix Multiplication on GPUs with Processing Near HBMs | Shiju Li et.al. | 2512.12036 | null |
| 2025-12-12 | Exploring Spatial-Temporal Representation via Star Graph for mmWave Radar-based Human Activity Recognition | Senhao Gao et.al. | 2512.12013 | null |
| 2025-12-12 | AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org | Jaehyung Lee et.al. | 2512.11935 | null |
| 2025-12-10 | CLARGA: Multimodal Graph Representation Learning over Arbitrary Sets of Modalities | Santosh Patapati et.al. | 2512.11901 | null |
| 2025-12-05 | An Operator-Consistent Graph Neural Network for Learning Diffusion Dynamics on Irregular Meshes | Yuelian Li et.al. | 2512.11860 | null |
| 2025-12-05 | GCoDE: Efficient Device-Edge Co-Inference for GNNs via Architecture-Mapping Co-Search | Ao Zhou et.al. | 2512.11856 | null |
| 2025-12-04 | Exploring Topological Bias in Heterogeneous Graph Neural Networks | Yihan Zhang et.al. | 2512.11846 | null |
| 2025-12-12 | Transfer learning of GW-Bethe-Salpeter Equation excitation energies | Dario Baum et.al. | 2512.11596 | null |
| 2025-12-12 | Graph Embedding with Mel-spectrograms for Underwater Acoustic Target Recognition | Sheng Feng et.al. | 2512.11545 | null |
| 2025-12-12 | CAT: Can Trust be Predicted with Context-Awareness in Dynamic Heterogeneous Networks? | Jie Wang et.al. | 2512.11352 | null |
| 2025-12-12 | Condensation-Concatenation Framework for Dynamic Graph Continual Learning | Tingxu Yan et.al. | 2512.11317 | null |
| 2025-12-12 | Personalized Pricing in Social Networks with Individual and Group Fairness Considerations | Zeyu Chen et.al. | 2512.11252 | null |
| 2025-12-11 | Refining Graphical Neural Network Predictions Using Flow Matching for Optimal Power Flow with Constraint-Satisfaction Guarantee | Kshitiz Khanal et.al. | 2512.11127 | null |
| 2025-12-11 | Physics-Informed Learning of Microvascular Flow Models using Graph Neural Networks | Paolo Botta et.al. | 2512.10792 | null |
| 2025-12-11 | LGAN: An Efficient High-Order Graph Neural Network via the Line Graph Aggregation | Lin Du et.al. | 2512.10735 | null |
| 2025-12-11 | THeGAU: Type-Aware Heterogeneous Graph Autoencoder and Augmentation | Ming-Yi Hong et.al. | 2512.10589 | null |
| 2025-12-11 | Data-Efficient American Sign Language Recognition via Few-Shot Prototypical Networks | Meher Md Saad et.al. | 2512.10562 | null |
| 2025-12-11 | Mr. Virgil: Learning Multi-robot Visual-range Relative Localization | Si Wang et.al. | 2512.10540 | null |
| 2025-12-11 | From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection | Chaomeng Lu et.al. | 2512.10485 | null |
| 2025-12-11 | Better Prevent than Tackle: Valuing Defense in Soccer Based on Graph Neural Networks | Hyunsung Kim et.al. | 2512.10355 | null |
| 2025-12-11 | A Kernel-based Resource-efficient Neural Surrogate for Multi-fidelity Prediction of Aerodynamic Field | Apurba Sarker et.al. | 2512.10287 | null |
| 2025-12-11 | Graph Neural Network Based Adaptive Threat Detection for Cloud Identity and Access Management Logs | Venkata Tanuja Madireddy et.al. | 2512.10280 | null |
| 2025-12-11 | Galaxy Phase-Space and Field-Level Cosmology: The Strength of Semi-Analytic Models | Natalí S. M. de Santi et.al. | 2512.10222 | null |
| 2025-12-10 | A Simulation Framework for Studying Recommendation-Network Co-evolution in Social Platforms | Gaurav Koley et.al. | 2512.10106 | null |
| 2025-12-10 | Modeling Narrative Archetypes in Conspiratorial Narratives: Insights from Singapore-Based Telegram Groups | Soorya Ram Shimgekar et.al. | 2512.10105 | null |
| 2025-12-10 | Text2Graph: Combining Lightweight LLMs and GNNs for Efficient Text Classification in Label-Scarce Scenarios | João Lucas Luz Lima Sarcinelli et.al. | 2512.10061 | null |
| 2025-12-08 | HGC-Herd: Efficient Heterogeneous Graph Condensation via Representative Node Herding | Fuyan Ou et.al. | 2512.09947 | null |
| 2025-12-10 | M3Net: A Multi-Metric Mixture of Experts Network Digital Twin with Graph Neural Networks | Blessed Guda et.al. | 2512.09797 | null |
| 2025-12-10 | Graph-Based Bayesian Optimization for Quantum Circuit Architecture Search with Uncertainty Calibrated Surrogates | Prashant Kumar Choudhary et.al. | 2512.09586 | null |
| 2025-12-10 | Transport Novelty Distance: A Distributional Metric for Evaluating Material Generative Models | Paul Hagemann et.al. | 2512.09514 | null |
| 2025-12-10 | Advancing Text Classification with Large Language Models and Neural Attention Mechanisms | Ning Lyu et.al. | 2512.09444 | null |
| 2025-12-10 | BugSweeper: Function-Level Detection of Smart Contract Vulnerabilities Using Graph Neural Networks | Uisang Lee et.al. | 2512.09385 | null |
| 2025-12-10 | Branching Strategies Based on Subgraph GNNs: A Study on Theoretical Promise versus Practical Reality | Junru Zhou et.al. | 2512.09355 | null |
| 2025-12-09 | Understanding the Failure Modes of Transformers through the Lens of Graph Neural Networks | Hunjae Lee et.al. | 2512.09182 | null |
| 2025-12-09 | AI-Driven Expansion and Application of the Alexandria Database | Théo Cavignac et.al. | 2512.09169 | null |
| 2025-12-09 | Graph Deep Learning for Intracranial Aneurysm Blood Flow Simulation and Risk Assessment | Paul Garnier et.al. | 2512.09013 | null |
| 2025-11-30 | SEA: Spectral Edge Attacks on Graph Neural Networks | Yongyu Wang et.al. | 2512.08964 | null |
| 2025-12-09 | Delay-Oriented Distributed Scheduling with TransGNN | Boxuan Wen et.al. | 2512.08799 | null |
| 2025-12-09 | Learning and Editing Universal Graph Prompt Tuning via Reinforcement Learning | Jinfeng Xu et.al. | 2512.08763 | null |
| 2025-12-09 | RF sensing with dense IoT network graphs: An EM-informed analysis | Federica Fieramosca et.al. | 2512.08746 | null |
| 2025-12-09 | A Hybrid Model for Stock Market Forecasting: Integrating News Sentiment and Time Series Data with Graph Neural Networks | Nader Sadek et.al. | 2512.08567 | null |
| 2025-12-09 | Enhancing Explainability of Graph Neural Networks Through Conceptual and Structural Analyses and Their Extensions | Tien Cuong Bui et.al. | 2512.08344 | null |
| 2025-12-09 | gHAWK: Local and Global Structure Encoding for Scalable Training of Graph Neural Networks on Knowledge Graphs | Humera Sabir et.al. | 2512.08274 | null |
| 2025-12-09 | Restoring Network Evolution from Static Structure | Jiu Zhang et.al. | 2512.08209 | null |
| 2025-12-08 | Graph-Based Learning of Spectro-Topographical EEG Representations with Gradient Alignment for Brain-Computer Interfaces | Prithila Angkan et.al. | 2512.07820 | null |
| 2025-12-08 | When Large Language Models Do Not Work: Online Incivility Prediction through Graph Neural Networks | Zihan Chen et.al. | 2512.07684 | null |
| 2025-12-08 | Towards Robust DeepFake Detection under Unstable Face Sequences: Adaptive Sparse Graph Embedding with Order-Free Representation and Explicit Laplacian Spectral Prior | Chih-Chung Hsu et.al. | 2512.07498 | null |
| 2025-12-08 | Forget and Explain: Transparent Verification of GNN Unlearning | Imran Ahsan et.al. | 2512.07450 | null |
| 2025-12-08 | Scalable Formal Verification of Incremental Stability in Large-Scale Systems Using Graph Neural Networks | Ahan Basu et.al. | 2512.07448 | null |
| 2025-12-08 | E-PCN: Jet Tagging with Explainable Particle Chebyshev Networks Using Kinematic Features | Md Raqibul Islam et.al. | 2512.07420 | null |
| 2025-12-08 | Recent advancements in the tau reconstruction and identification techniques in CMS | Andrea Cardini et.al. | 2512.07387 | null |
| 2025-12-08 | On the Impact of Graph Neural Networks in Recommender Systems: A Topological Perspective | Daniele Malitesta et.al. | 2512.07384 | null |
| 2025-12-08 | Edge-Aware Graph Attention Model for Structural Optimization of High Entropy Carbides | Neethu Mohan Mangalassery et.al. | 2512.07358 | null |
| 2025-12-08 | Towards a Relationship-Aware Transformer for Tabular Data | Andrei V. Konstantinov et.al. | 2512.07310 | null |
| 2025-12-08 | Ensembling LLM-Induced Decision Trees for Explainable and Robust Error Detection | Mengqi Wang et.al. | 2512.07246 | null |
| 2025-12-08 | Cross-platform Product Matching Based on Entity Alignment of Knowledge Graph with RAEA model | Wenlong Liu et.al. | 2512.07232 | null |
| 2025-12-07 | Can We Go Beyond Visual Features? Neural Tissue Relation Modeling for Relational Graph Analysis in Non-Melanoma Skin Histology | Shravan Venkatraman et.al. | 2512.06949 | null |
| 2025-12-07 | ExPUFFIN: Thermodynamic Consistent Viscosity Prediction in an Extended Path-Unifying Feed-Forward Interfaced Network | Carine Menezes Rebello et.al. | 2512.06927 | null |
| 2025-12-07 | Measuring Over-smoothing beyond Dirichlet energy | Weiqi Guan et.al. | 2512.06782 | null |
| 2025-12-07 | Crystallographic Texture-Generalizable Orientation-Aware Interaction-Based Deep Material Network for Polycrystal Modeling and Texture Evolution | Ting-Ju Wei et.al. | 2512.06779 | null |
| 2025-12-07 | Multi-Scale Protein Structure Modelling with Geometric Graph U-Nets | Chang Liu et.al. | 2512.06752 | null |
| 2025-12-07 | Learning Thermoelectric Transport from Crystal Structures via Multiscale Graph Neural Network | Yuxuan Zeng et.al. | 2512.06697 | null |
| 2025-12-07 | Learning-based Link Prediction Methods Integrating Network Topological Features and Embedding Representations | Zi-Xuan Jin et.al. | 2512.06677 | null |
| 2025-12-07 | The Impact of Data Characteristics on GNN Evaluation for Detecting Fake News | Isha Karn et.al. | 2512.06638 | null |
| 2025-12-06 | Hierarchical geometric deep learning enables scalable analysis of molecular dynamics | Zihan Pengmei et.al. | 2512.06520 | null |
| 2025-12-06 | DDFI: Diverse and Distribution-aware Missing Feature Imputation via Two-step Reconstruction | Yifan Song et.al. | 2512.06356 | null |
| 2025-12-06 | LLM-Upgraded Graph Reinforcement Learning for Carbon-Aware Job Scheduling in Smart Manufacturing | Zhiying Yang et.al. | 2512.06351 | null |
| 2025-12-06 | Multimodal Graph Neural Networks for Prognostic Modeling of Brain Network Reorganization | Preksha Girish et.al. | 2512.06303 | null |
| 2025-12-06 | Empowering GNNs for Domain Adaptation via Denoising Target Graph | Haiyang Yu et.al. | 2512.06236 | null |
| 2025-11-26 | Accelerating Materials Discovery: Learning a Universal Representation of Chemical Processes for Cross-Domain Property Prediction | Mikhail Tsitsvero et.al. | 2512.05979 | null |
| 2025-12-05 | Learning the Cosmic Web: Graph-based Classification of Simulated Galaxies by their Dark Matter Environments | Dakshesh Kololgi et.al. | 2512.05909 | null |
| 2025-12-05 | Task-Specific Trust Evaluation for Multi-Hop Collaborator Selection via GNN-Aided Distributed Agentic AI | Botao Zhu et.al. | 2512.05788 | null |
| 2025-12-05 | Towards agent-based-model informed neural networks | Nino Antulov-Fantulin et.al. | 2512.05764 | null |
| 2025-12-05 | Physics-Informed Graph Neural Network with Frequency-Aware Learning for Optical Aberration Correction | Yong En Kok et.al. | 2512.05683 | null |
| 2025-12-05 | Bounded Graph Clustering with Graph Neural Networks | Kibidi Neocosmos et.al. | 2512.05623 | null |
| 2025-12-05 | Sepsis Prediction Using Graph Convolutional Networks over Patient-Feature-Value Triplets | Bozhi Dan et.al. | 2512.05416 | null |
| 2025-12-04 | Beyond Detection: A Comprehensive Benchmark and Study on Representation Learning for Fine-Grained Webshell Family Classification | Feijiang Han et.al. | 2512.05288 | null |
| 2025-12-04 | DMAGT: Unveiling miRNA-Drug Associations by Integrating SMILES and RNA Sequence Structures through Graph Transformer Models | Ziqi Zhang et.al. | 2512.05287 | null |
| 2025-12-04 | Edged Weisfeiler-Lehman Algorithm | Xiao Yue et.al. | 2512.05238 | null |
| 2025-12-04 | CNN on `Top’: In Search of Scalable & Lightweight Image-based Jet Taggers | Rajneil Baruah et.al. | 2512.05031 | null |
| 2025-12-04 | PVLS: A Learning-based Parameter Prediction Technique for Variational Quantum Linear Solvers | Youla Yang et.al. | 2512.04909 | null |
| 2025-12-04 | QoSDiff: An Implicit Topological Embedding Learning Framework Leveraging Denoising Diffusion and Adversarial Attention for Robust QoS Prediction | Guanchen Du et.al. | 2512.04596 | null |
| 2025-12-04 | Detection of Intoxicated Individuals from Facial Video Sequences via a Recurrent Fusion Model | Bita Baroutian et.al. | 2512.04536 | null |
| 2025-12-03 | RGE-GCN: Recursive Gene Elimination with Graph Convolutional Networks for RNA-seq based Early Cancer Detection | Shreyas Shende et.al. | 2512.04333 | null |
| 2025-12-03 | Learning Beamforming for Pinching Antenna System-Enabled ISAC in Low-Altitude Wireless Networks | Jia Guo et.al. | 2512.04293 | null |
| 2025-12-03 | Quantum Topological Graph Neural Networks for Detecting Complex Fraud Patterns | Mohammad Doost et.al. | 2512.03696 | null |
| 2025-12-03 | Comparative algorithm performance evaluation and prediction for the maximum clique problem using instance space analysis | Bharat Sharman et.al. | 2512.03419 | null |
| 2025-12-03 | VS-Graph: Scalable and Efficient Graph Classification Using Hyperdimensional Computing | Hamed Poursiami et.al. | 2512.03394 | null |
| 2025-12-02 | GRAND: Guidance, Rebalancing, and Assignment for Networked Dispatch in Multi-Agent Path Finding | Johannes Gaber et.al. | 2512.03194 | null |
| 2025-12-02 | Temporal Graph Neural Networks for Early Anomaly Detection and Performance Prediction via PV System Monitoring Data | Srijani Mukherjee et.al. | 2512.03114 | null |
| 2025-12-01 | QGShap: Quantum Acceleration for Faithful GNN Explanations | Haribandhu Jena et.al. | 2512.03099 | null |
| 2025-11-30 | Approximate Bayesian Inference on Mechanisms of Network Growth and Evolution | Maxwell H Wang et.al. | 2512.03092 | null |
| 2025-11-27 | Model-Agnostic Fairness Regularization for GNNs with Incomplete Sensitive Information | Mahdi Tavassoli Kejani et.al. | 2512.03074 | null |
| 2025-11-25 | Accumulated Local Effects and Graph Neural Networks for link prediction | Paulina Kaczyńska et.al. | 2512.03061 | null |
| 2025-11-25 | Physics-informed self-supervised learning for predictive modeling of coronary artery digital twins | Xiaowu Sun et.al. | 2512.03055 | null |
| 2025-12-02 | Learning Multimodal Embeddings for Traffic Accident Prediction and Causal Estimation | Ziniu Zhang et.al. | 2512.02920 | null |
| 2025-12-02 | GraphMatch: Fusing Language and Graph Representations in a Dynamic Two-Sided Work Marketplace | Mikołaj Sacha et.al. | 2512.02849 | null |
| 2025-12-02 | Credal Graph Neural Networks | Matteo Tolloso et.al. | 2512.02722 | null |
| 2025-12-02 | Zero-Shot Instruction Following in RL via Structured LTL Representations | Mattia Giuri et.al. | 2512.02633 | null |
| 2025-12-02 | Detection of Crowdsourcing Cryptocurrency Laundering via Multi-Task Collaboration | Guang Li et.al. | 2512.02534 | null |
| 2025-12-02 | LightHCG: a Lightweight yet powerful HSIC Disentanglement based Causal Glaucoma Detection Model framework | Daeyoung Kim et.al. | 2512.02437 | null |
| 2025-12-02 | Dynamic Configuration of On-Street Parking Spaces using Multi Agent Reinforcement Learning | Oshada Jayasinghe et.al. | 2512.02406 | null |
| 2025-12-02 | AtomGraph: Tackling Atomicity Violation in Smart Contracts using Multimodal GCNs | Xiaoqi Li et.al. | 2512.02399 | null |
| 2025-12-01 | Cross-View Topology-Aware Graph Representation Learning | Ahmet Sami Korkmaz et.al. | 2512.02130 | null |
| 2025-11-26 | PIBNet: a Physics-Inspired Boundary Network for Multiple Scattering Simulations | Rémi Marsal et.al. | 2512.02049 | null |
| 2025-12-01 | Domain-Decomposed Graph Neural Network Surrogate Modeling for Ice Sheets | Adrienne M. Propp et.al. | 2512.01888 | null |
| 2025-12-01 | Graph Distance as Surprise: Free Energy Minimization in Knowledge Graph Reasoning | Gaganpreet Jhajj et.al. | 2512.01878 | null |
| 2025-12-01 | Integrating Artificial Intelligence and Mixed Integer Linear Programming: Explainable Graph-Based Instance Space Analysis in Air Transportation | Artur Guerra Rosa et.al. | 2512.01698 | null |
| 2025-12-01 | Morphling: Fast, Fused, and Flexible GNN Training at Scale | Anubhab et.al. | 2512.01678 | null |
| 2025-12-01 | Learning to Reconstruct: A Differentiable Approach to Muon Tracking at the LHC | Andrea Coccaro et.al. | 2512.01647 | null |
| 2025-12-01 | CourtMotion: Learning Event-Driven Motion Representations from Skeletal Data for Basketball | Omer Sela et.al. | 2512.01478 | null |
| 2025-11-30 | Efficiently Learning Branching Networks for Multitask Algorithmic Reasoning | Dongyue Li et.al. | 2512.01113 | null |
| 2025-11-30 | Graph Data Augmentation with Contrastive Learning on Covariate Distribution Shift | Fanlong Zeng et.al. | 2512.00716 | null |
| 2025-11-30 | Hierarchical Molecular Language Models (HMLMs) | Hasi Hays et.al. | 2512.00696 | null |
| 2025-11-29 | DeepFRI Demystified: Interpretability vs. Accuracy in AI Protein Function Prediction | Ananya Krishna et.al. | 2512.00642 | null |
| 2025-11-29 | Graph-Attention Network with Adversarial Domain Alignment for Robust Cross-Domain Facial Expression Recognition | Razieh Ghaedi et.al. | 2512.00641 | null |
| 2025-11-29 | TrojanLoC: LLM-based Framework for RTL Trojan Localization | Weihua Xiao et.al. | 2512.00591 | null |
| 2025-11-29 | GCMCG: A Clustering-Aware Graph Attention and Expert Fusion Network for Multi-Paradigm, Multi-task, and Cross-Subject EEG Decoding | Yiqiao Chen et.al. | 2512.00574 | null |
| 2025-11-29 | A Graph Neural Network Approach for Localized and High-Resolution Temperature Forecasting | Joud El-Shawa et.al. | 2512.00546 | null |
| 2025-11-29 | Hyperbolic Continuous Structural Entropy for Hierarchical Clustering | Guangjie Zeng et.al. | 2512.00524 | null |
| 2025-11-29 | TrendGNN: Towards Understanding of Epidemics, Beliefs, and Behaviors | Mulin Tian et.al. | 2512.00421 | null |
| 2025-11-29 | Interpretable Graph Neural Networks for Classifying Structure and Magnetism in Delafossite Compounds | Jovin Ryan Joseph et.al. | 2512.00292 | null |
| 2025-11-27 | NetDeTox: Adversarial and Efficient Evasion of Hardware-Security GNNs via RL-LLM Orchestration | Zeng Wang et.al. | 2512.00119 | null |
| 2025-11-28 | Nonstabilizerness Estimation using Graph Neural Networks | Vincenzo Lipardi et.al. | 2511.23224 | null |
| 2025-11-28 | Joint Optimization of Pilot Length, Pilot Assignment, and Power Allocation for Cell-free MIMO Systems with Graph Neural Networks | Yao Peng et.al. | 2511.23128 | null |
| 2025-11-28 | Neuro-Symbolic Constrained Optimization for Cloud Application Deployment via Graph Neural Networks and Satisfiability Modulo Theory | Madalina Erascu et.al. | 2511.23109 | null |
| 2025-11-28 | Time Extrapolation with Graph Convolutional Autoencoder and Tensor Train Decomposition | Yuanhong Chen et.al. | 2511.23037 | null |
| 2025-11-28 | Evaluating Mechanical Property Prediction across Material Classes using Molecular Dynamics Simulations with Universal Machine-Learned Interatomic Potentials | Konstantin Stracke et.al. | 2511.22885 | null |
| 2025-11-28 | ARM-Explainer – Explaining and improving graph neural network predictions for the maximum clique problem using node features and association rule mining | Bharat Sharman et.al. | 2511.22866 | null |
| 2025-11-27 | HW-GNN: Homophily-Aware Gaussian-Window Constrained Graph Spectral Network for Social Network Bot Detection | Zida Liu et.al. | 2511.22493 | null |
| 2025-11-27 | RELiQ: Scalable Entanglement Routing via Reinforcement Learning in Quantum Networks | Tobias Meuser et.al. | 2511.22321 | null |
| 2025-11-27 | DeXposure: A Dataset and Benchmarks for Inter-protocol Credit Exposure in Decentralized Financial Networks | Wenbin Wu et.al. | 2511.22314 | null |
| 2025-11-27 | Enhanced Graph Convolutional Network with Chebyshev Spectral Graph and Graph Attention for Autism Spectrum Disorder Classification | Adnan Ferdous Ashrafi et.al. | 2511.22178 | null |
| 2025-11-27 | IVGAE: Handling Incomplete Heterogeneous Data with a Variational Graph Autoencoder | Youran Zhou et.al. | 2511.22116 | null |
| 2025-11-27 | ARES: Anomaly Recognition Model For Edge Streams | Simone Mungari et.al. | 2511.22078 | null |
| 2025-11-27 | A Multi-View Multi-Timescale Hypergraph-Empowered Spatiotemporal Framework for EV Charging Forecasting | Jinhao Li et.al. | 2511.22072 | null |
| 2025-11-27 | Early Risk Prediction with Temporally and Contextually Grounded Clinical Language Processing | Rochana Chaturvedi et.al. | 2511.22038 | null |
| 2025-11-27 | An Efficient and Accurate Surrogate Modeling of Flapping Dynamics in Inverted Elastic Foils using Hypergraph Neural Networks | Aarshana R. Parekh et.al. | 2511.22012 | null |
| 2025-11-26 | Active Learning for GCN-based Action Recognition | Hichem Sahbi et.al. | 2511.21625 | null |
| 2025-11-25 | A Research and Development Portfolio of GNN Centric Malware Detection, Explainability, and Dataset Curation | Hossein Shokouhinejad et.al. | 2511.20801 | null |
| 2025-11-25 | Unleashing the Power of Vision-Language Models for Long-Tailed Multi-Label Visual Recognition | Wei Tang et.al. | 2511.20641 | null |
| 2025-11-25 | E2E-GRec: An End-to-End Joint Training Framework for Graph Neural Networks and Recommender Systems | Rui Xue et.al. | 2511.20564 | null |
| 2025-11-25 | Estimating the triaxiality of massive clusters from 2D observables in MillenniumTNG with machine learning | Ana Maria Delgado et.al. | 2511.20429 | null |
| 2025-11-25 | Accelerating Time-Optimal Trajectory Planning for Connected and Automated Vehicles with Graph Neural Networks | Viet-Anh Le et.al. | 2511.20383 | null |
| 2025-11-06 | Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference Optimization | Connor Dunlop et.al. | 2511.05616 | null |
| 2025-11-05 | Optimizing Predictive Maintenance in Intelligent Manufacturing: An Integrated FNO-DAE-GNN-PPO MDP Framework | Shiqing Qiu et.al. | 2511.05594 | null |
| 2025-11-04 | FilletRec: A Lightweight Graph Neural Network with Intrinsic Features for Automated Fillet Recognition | Jiali Gao et.al. | 2511.05561 | null |
| 2025-11-03 | MCFCN: Multi-View Clustering via a Fusion-Consensus Graph Convolutional Network | Chenping Pei et.al. | 2511.05554 | null |
| 2025-10-29 | Bridging Accuracy and Explainability in EEG-based Graph Attention Network for Depression Detection | Soujanya Hazra et.al. | 2511.05537 | null |
| 2025-11-06 | SPECTRA: Spectral Target-Aware Graph Augmentation for Imbalanced Molecular Property Regression | Brenda Nogueira et.al. | 2511.04838 | null |
| 2025-11-06 | Hardware-Accelerated GNN-based Hit Filtering for the Belle II Level-1 Trigger | Greta Heine et.al. | 2511.04731 | null |
| 2025-11-06 | Machine learning-driven elasticity prediction in advanced inorganic materials via convolutional neural networks | Yujie Liu et.al. | 2511.04468 | null |
| 2025-11-06 | Graph Neural Networks for User Satisfaction Classification in Human-Computer Interaction | Rui Liu et.al. | 2511.04166 | null |
| 2025-11-06 | ScaleDL: Towards Scalable and Efficient Runtime Prediction for Distributed Deep Learning Workloads | Xiaokai Wang et.al. | 2511.04162 | null |
| 2025-11-06 | DeNoise: Learning Robust Graph Representations for Unsupervised Graph-Level Anomaly Detection | Qingfeng Chen et.al. | 2511.04086 | null |
| 2025-11-06 | Plan of Knowledge: Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering | Xinying Qian et.al. | 2511.04072 | null |
| 2025-11-06 | GNN-MoE: Context-Aware Patch Routing using GNNs for Parameter-Efficient Domain Generalization | Mahmoud Soliman et.al. | 2511.04008 | null |
| 2025-11-05 | Sketch-Augmented Features Improve Learning Long-Range Dependencies in Graph Neural Networks | Ryien Hosseini et.al. | 2511.03824 | null |
| 2025-11-04 | Attention-based ROI Discovery in 3D Tissue Images | Hossein Fathollahian et.al. | 2511.03751 | null |
| 2025-11-05 | SHIELD: Securing Healthcare IoT with Efficient Machine Learning Techniques for Anomaly Detection | Mahek Desai et.al. | 2511.03661 | null |
| 2025-11-05 | Enhancing composition-based materials property prediction by cross-modal knowledge transfer | Ivan Rubtsov et.al. | 2511.03371 | null |
| 2025-11-05 | Graph Neural AI with Temporal Dynamics for Comprehensive Anomaly Detection in Microservices | Qingyuan Zhang et.al. | 2511.03285 | null |
| 2025-11-05 | GMoPE:A Prompt-Expert Mixture Framework for Graph Foundation Models | Zhibin Wang et.al. | 2511.03251 | null |
| 2025-11-05 | GraphCliff: Short-Long Range Gating for Subtle Differences but Critical Changes | Hajung Kim et.al. | 2511.03170 | null |
| 2025-11-04 | Homomorphism distortion: A metric to distinguish them all and in the latent space bind them | Martin Carrasco et.al. | 2511.03068 | null |
| 2025-11-04 | Discrete Bayesian Sample Inference for Graph Generation | Ole Petersen et.al. | 2511.03015 | null |
| 2025-11-04 | Digital Twin-Driven Pavement Health Monitoring and Maintenance Optimization Using Graph Neural Networks | Mohsin Mahmud Topu et.al. | 2511.02957 | null |
| 2025-11-04 | Causal Graph Neural Networks for Healthcare | Munib Mesinovic et.al. | 2511.02531 | null |
| 2025-11-04 | Object Detection as an Optional Basis: A Graph Matching Network for Cross-View UAV Localization | Tao Liu et.al. | 2511.02489 | null |
| 2025-11-04 | Using ensemble learning with hybrid graph neural networks and transformers to predict traffic in cities | Ismail Zrigui et.al. | 2511.02484 | null |
| 2025-11-04 | Evolving Graph Learning for Out-of-Distribution Generalization in Non-stationary Environments | Qingyun Sun et.al. | 2511.02354 | null |
| 2025-11-04 | Link prediction Graph Neural Networks for structure recognition of Handwritten Mathematical Expressions | Cuong Tuan Nguyen et.al. | 2511.02288 | null |
| 2025-11-04 | Optimizing Multi-Lane Intersection Performance in Mixed Autonomy Environments | Manonmani Sekar et.al. | 2511.02217 | null |
| 2025-11-04 | PrivGNN: High-Performance Secure Inference for Cryptographic Graph Neural Networks | Fuyi Wang et.al. | 2511.02185 | null |
| 2025-11-03 | Rethinking LLM Human Simulation: When a Graph is What You Need | Joseph Suh et.al. | 2511.02135 | null |
| 2025-11-03 | Predicting Microbial Interactions Using Graph Neural Networks | Elham Gholamzadeh et.al. | 2511.02038 | null |
| 2025-10-23 | HGraphScale: Hierarchical Graph Learning for Autoscaling Microservice Applications in Container-based Cloud Computing | Zhengxin Fang et.al. | 2511.01881 | null |
| 2025-11-03 | HGFreNet: Hop-hybrid GraphFomer for 3D Human Pose Estimation with Trajectory Consistency in Frequency Domain | Kai Zhai et.al. | 2511.01756 | null |
| 2025-11-03 | HyperNQ: A Hypergraph Neural Network Decoder for Quantum LDPC Codes | Ameya S. Bhave et.al. | 2511.01741 | null |
| 2025-11-03 | Panther: A Cost-Effective Privacy-Preserving Framework for GNN Training and Inference Services in Cloud Environments | Congcong Chen et.al. | 2511.01654 | null |
| 2025-11-03 | IVGAE-TAMA-BO: A novel temporal dynamic variational graph model for link prediction in global food trade networks with momentum structural memory and Bayesian optimization | Sicheng Wang et.al. | 2511.01639 | null |
| 2025-11-03 | Benchmark-Ready 3D Anatomical Shape Classification | Tomáš Krsička et.al. | 2511.01613 | null |
| 2025-11-03 | Gated Fusion Enhanced Multi-Scale Hierarchical Graph Convolutional Network for Stock Movement Prediction | Xiaosha Xue et.al. | 2511.01570 | null |
| 2025-11-03 | Efficient Curvature-aware Graph Network | Chaoqun Fei et.al. | 2511.01443 | null |
| 2025-11-03 | Leveraging Compact Satellite Embeddings and Graph Neural Networks for Large-Scale Poverty Mapping | Markus B. Pettersson et.al. | 2511.01408 | null |
| 2025-11-03 | Diffusion-Based Solver for CNF Placement on the Cloud-Continuum | Álvaro Vázquez Rodríguez et.al. | 2511.01343 | null |
| 2025-11-03 | Graph Neural Network-Based Semi-Supervised Open-Set Fault Diagnosis for Marine Machinery Systems | Chuyue Lou et.al. | 2511.01258 | null |
| 2025-11-03 | KAT-GNN: A Knowledge-Augmented Temporal Graph Neural Network for Risk Prediction in Electronic Health Records | Kun-Wei Lin et.al. | 2511.01249 | null |
| 2025-11-03 | WindMiL: Equivariant Graph Learning for Wind Loading Prediction | Themistoklis Vargiemezis et.al. | 2511.01226 | null |
| 2025-11-03 | An Interdisciplinary and Cross-Task Review on Missing Data Imputation | Jicong Fan et.al. | 2511.01196 | null |
| 2025-11-03 | A Topology-Aware Graph Convolutional Network for Human Pose Similarity and Action Quality Assessment | Minmin Zeng et.al. | 2511.01194 | null |
| 2025-11-03 | STELLAR-koff: A Transfer Learning Model for Protein-Ligand Dissociation Rate Constant Prediction Based on Interaction Landscape | Jingyuan Li et.al. | 2511.01171 | null |
| 2025-11-02 | GraphGeo: Multi-Agent Debate Framework for Visual Geo-localization with Heterogeneous Graph Neural Networks | Heng Zheng et.al. | 2511.00908 | null |
| 2025-10-30 | MeixnerNet: Adaptive and Robust Spectral Graph Neural Networks with Discrete Orthogonal Polynomials | Huseyin Goksu et.al. | 2511.00113 | null |
| 2025-10-29 | Fixed-point graph convolutional networks against adversarial attacks | Shakib Khan et.al. | 2511.00083 | null |
| 2025-10-28 | Adaptive Spatio-Temporal Graphs with Self-Supervised Pretraining for Multi-Horizon Weather Forecasting | Yao Liu et.al. | 2511.00049 | null |
| 2025-10-28 | DynBERG: Dynamic BERT-based Graph neural network for financial fraud detection | Omkar Kulkarni et.al. | 2511.00047 | null |
| 2025-10-31 | Learning Sparse Approximate Inverse Preconditioners for Conjugate Gradient Solvers on GPUs | Zherui Yang et.al. | 2510.27517 | null |
| 2025-10-31 | Spectral Neural Graph Sparsification | Angelica Liguori et.al. | 2510.27474 | null |
| 2025-10-31 | Multi-Modal Feature Fusion for Spatial Morphology Analysis of Traditional Villages via Hierarchical Graph Neural Networks | Jiaxin Zhang et.al. | 2510.27208 | null |
| 2025-10-31 | MDAS-GNN: Multi-Dimensional Spatiotemporal GNN with Spatial Diffusion for Urban Traffic Risk Forecasting | Ziyuan Gao et.al. | 2510.27197 | null |
| 2025-10-30 | A Cloud-Based Spatio-Temporal GNN-Transformer Hybrid Model for Traffic Flow Forecasting with External Feature Integration | Zhuo Zheng et.al. | 2510.27039 | null |
| 2025-10-28 | Oral Tradition-Encoded NanyinHGNN: Integrating Nanyin Music Preservation and Generation through a Pipa-Centric Dataset | Jianbing Xiahou et.al. | 2510.26817 | null |
| 2025-10-30 | HEIR: Learning Graph-Based Motion Hierarchies | Cheng Zheng et.al. | 2510.26786 | null |
| 2025-10-30 | Graph Guided Modulo Recovery of EEG Signals | Soujanya Hazra et.al. | 2510.26756 | null |
| 2025-10-30 | Vectorized Context-Aware Embeddings for GAT-Based Collaborative Filtering | Danial Ebrat et.al. | 2510.26461 | null |
| 2025-10-30 | UnifiedFL: A Dynamic Unified Learning Framework for Equitable Federation | Furkan Pala et.al. | 2510.26350 | null |
| 2025-10-30 | From Embedding to Control: Representations for Stochastic Multi-Object Systems | Xiaoyuan Cheng et.al. | 2510.26344 | null |
| 2025-10-30 | A Survey of Heterogeneous Graph Neural Networks for Cybersecurity Anomaly Detection | Laura Jiang et.al. | 2510.26307 | null |
| 2025-10-30 | Network-Constrained Policy Optimization for Adaptive Multi-agent Vehicle Routing | Fazel Arasteh et.al. | 2510.26089 | null |
| 2025-10-30 | Morphology-Aware Graph Reinforcement Learning for Tensegrity Robot Locomotion | Chi Zhang et.al. | 2510.26067 | null |
| 2025-10-30 | Data-driven Projection Generation for Efficiently Solving Heterogeneous Quadratic Programming Problems | Tomoharu Iwata et.al. | 2510.26061 | null |
| 2025-10-29 | Robust GNN Watermarking via Implicit Perception of Topological Invariants | Jipeng Li et.al. | 2510.25934 | null |
| 2025-10-29 | Attention Augmented GNN RNN-Attention Models for Advanced Cybersecurity Intrusion Detection | Jayant Biradar et.al. | 2510.25802 | null |
| 2025-10-28 | SHA-256 Infused Embedding-Driven Generative Modeling of High-Energy Molecules in Low-Data Regimes | Siddharth Verma et.al. | 2510.25788 | null |
| 2025-10-29 | Graph Network-based Structural Simulator: Graph Neural Networks for Structural Dynamics | Alessandro Lucchetti et.al. | 2510.25683 | null |
| 2025-10-29 | Learning Fair Graph Representations with Multi-view Information Bottleneck | Chuxun Liu et.al. | 2510.25096 | null |
| 2025-10-28 | KAN-GCN: Combining Kolmogorov-Arnold Network with Graph Convolution Network for an Accurate Ice Sheet Emulator | Zesheng Liu et.al. | 2510.24926 | null |
| 2025-10-27 | A Re-node Self-training Approach for Deep Graph-based Semi-supervised Classification on Multi-view Image Data | Jingjun Bi et.al. | 2510.24791 | null |
| 2025-10-27 | The Underappreciated Power of Vision Models for Graph Structural Understanding | Xinjian Zhao et.al. | 2510.24788 | null |
| 2025-10-28 | MAGNET: A Multi-Graph Attentional Network for Code Clone Detection | Zixian Zhang et.al. | 2510.24241 | null |
| 2025-10-28 | HyperGraphX: Graph Transductive Learning with Hyperdimensional Computing and Message Passing | Guojing Cong et.al. | 2510.23980 | null |
| 2025-10-28 | Exploring an image-based $b$ -jet tagging method using convolution neural networks | Hangil Jang et.al. | 2510.23962 | null |
| 2025-10-27 | A Spatio-Temporal Graph Learning Approach to Real-Time Economic Dispatch with Multi-Transmission-Node DER Aggregation | Zhentong Shao et.al. | 2510.23873 | null |
| 2025-10-24 | Combining Textual and Structural Information for Premise Selection in Lean | Job Petrovčič et.al. | 2510.23637 | null |
| 2025-10-27 | When No Paths Lead to Rome: Benchmarking Systematic Neural Relational Reasoning | Anirban Das et.al. | 2510.23532 | null |
| 2025-10-27 | iPac: Incorporating Intra-image Patch Context into Graph Neural Networks for Medical Image Classification | Usama Zidan et.al. | 2510.23504 | null |
| 2025-10-27 | Adaptive Dual Prompting: Hierarchical Debiasing for Fairness-aware Graph Neural Networks | Yuhan Yang et.al. | 2510.23469 | null |
| 2025-10-27 | Improving Predictions of Molecular Properties with Graph Featurisation and Heterogeneous Ensemble Models | Michael L. Parker et.al. | 2510.23428 | null |
| 2025-10-27 | AirFed: Federated Graph-Enhanced Multi-Agent Reinforcement Learning for Multi-UAV Cooperative Mobile Edge Computing | Zhiyu Wang et.al. | 2510.23053 | null |
| 2025-10-27 | Cross-Lingual Sponsored Search via Dual-Encoder and Graph Neural Networks for Context-Aware Query Translation in Advertising Platforms | Ziyang Gao et.al. | 2510.22957 | null |
| 2025-10-27 | GTR-Mamba: Geometry-to-Tangent Routing for Hyperbolic POI Recommendation | Zhuoxuan Li et.al. | 2510.22942 | null |
| 2025-10-27 | Diffuse to Detect: A Generalizable Framework for Anomaly Detection with Diffusion Models Applications to UAVs and Beyond | Mingze Gong et.al. | 2510.22928 | null |
| 2025-10-26 | FastJAM: a Fast Joint Alignment Model for Images | Omri Hirsch et.al. | 2510.22842 | null |
| 2025-10-26 | Graph Neural Network Assisted Genetic Algorithm for Structural Dynamic Response and Parameter Optimization | Sagnik Mukherjee et.al. | 2510.22839 | null |
| 2025-10-26 | Policies over Poses: Reinforcement Learning based Distributed Pose-Graph Optimization for Multi-Robot SLAM | Sai Krishna Ghanta et.al. | 2510.22740 | null |
| 2025-10-26 | If You Want to Be Robust, Be Wary of Initialization | Sofiane Ennadir et.al. | 2510.22652 | null |
| 2025-10-26 | Enhancing Graph Classification Robustness with Singular Pooling | Sofiane Ennadir et.al. | 2510.22643 | null |
| 2025-10-26 | Cross-Paradigm Graph Backdoor Attacks with Promptable Subgraph Triggers | Dongyi Liu et.al. | 2510.22555 | null |
| 2025-10-26 | Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval | Ashwin Ramachandran et.al. | 2510.22538 | null |
| 2025-10-26 | Toward Robust Signed Graph Learning through Joint Input-Target Denoising | Junran Wu et.al. | 2510.22513 | null |
| 2025-10-25 | GraphTOP: Graph Topology-Oriented Prompting for Graph Neural Networks | Xingbo Fu et.al. | 2510.22451 | null |
| 2025-10-25 | Beyond Augmentation: Leveraging Inter-Instance Relation in Self-Supervised Representation Learning | Ali Javidani et.al. | 2510.22322 | null |
| 2025-10-25 | TrajGATFormer: A Graph-Based Transformer Approach for Worker and Obstacle Trajectory Prediction in Off-site Construction Environments | Mohammed Alduais et.al. | 2510.22205 | null |
| 2025-10-25 | Dynamic Graph Neural Network for Data-Driven Physiologically Based Pharmacokinetic Modeling | Su Liu et.al. | 2510.22096 | null |
| 2025-10-25 | Hierarchical Graph Networks for Accurate Weather Forecasting via Lightweight Training | Thomas Bailie et.al. | 2510.22094 | null |
| 2025-10-24 | Pruning and Quantization Impact on Graph Neural Networks | Khatoon Khedri et.al. | 2510.22058 | null |
| 2025-10-24 | A Hybrid GNN-LSE Method for Fast, Robust, and Physically-Consistent AC Power Flow | Mohamed Shamseldein et.al. | 2510.22020 | null |
| 2025-10-24 | A Multimodal Human Protein Embeddings Database: DeepDrug Protein Embeddings Bank (DPEB) | Md Saiful Islam Sajol et.al. | 2510.22008 | null |
| 2025-10-24 | Deep Learning on Real-World Graphs | Emanuele Rossi et.al. | 2510.21994 | null |
| 2025-10-23 | Prefetching Cache Optimization Using Graph Neural Networks: A Modular Framework and Conceptual Analysis | F. I. Qowy et.al. | 2510.21865 | null |
| 2025-10-24 | Leveraging Classical Algorithms for Graph Neural Networks | Jason Wu et.al. | 2510.21574 | null |
| 2025-10-24 | HollowFlow: Efficient Sample Likelihood Evaluation using Hollow Message Passing | Johann Flemming Gloy et.al. | 2510.21542 | null |
| 2025-10-24 | Estimating Treatment Effects in Networks using Domain Adversarial Training | Daan Caljon et.al. | 2510.21457 | null |
| 2025-10-24 | On Local Limits of Sparse Random Graphs: Color Convergence and the Refined Configuration Model | Alexander Pluska et.al. | 2510.21392 | null |
| 2025-10-24 | Adaptive Graph Mixture of Residual Experts: Unsupervised Learning on Diverse Graphs with Heterogeneous Specialization | Yunlong Chu et.al. | 2510.21207 | null |
| 2025-10-23 | Graph Neural Regularizers for PDE Inverse Problems | William Lauga et.al. | 2510.21012 | null |
| 2025-10-23 | Crisis-Resilient Portfolio Management via Graph-based Spatio-Temporal Learning | Zan Li et.al. | 2510.20868 | null |
| 2025-10-23 | Bayesian Inference of Primordial Magnetic Field Parameters from CMB with Spherical Graph Neural Networks | Juan Alejandro Pinto Castro et.al. | 2510.20795 | null |
| 2025-10-23 | Learning to Triage Taint Flows Reported by Dynamic Program Analysis in Node.js Packages | Ronghao Ni et.al. | 2510.20739 | null |
| 2025-10-23 | Unsupervised Anomaly Prediction with N-BEATS and Graph Neural Network in Multi-variate Semiconductor Process Time Series | Daniel Sorensen et.al. | 2510.20718 | null |
| 2025-10-23 | GRACE: GRaph-based Addiction Care prEdiction | Subham Kumar et.al. | 2510.20671 | null |
| 2025-10-23 | Transferable Graph Learning for Transmission Congestion Management via Busbar Splitting | Ali Rajaei et.al. | 2510.20591 | null |
| 2025-10-23 | Structural Invariance Matters: Rethinking Graph Rewiring through Graph Metrics | Alexandre Benoit et.al. | 2510.20556 | null |
| 2025-10-23 | Intransitive Player Dominance and Market Inefficiency in Tennis Forecasting: A Graph Neural Network Approach | Lawrence Clegg et.al. | 2510.20454 | null |
| 2025-10-23 | Quantifying Distributional Invariance in Causal Subgraph for IRM-Free Graph Generalization | Yang Qiu et.al. | 2510.20295 | null |
| 2025-10-23 | Layer-to-Layer Knowledge Mixing in Graph Neural Network for Chemical Property Prediction | Teng Jiek See et.al. | 2510.20236 | null |
| 2025-09-22 | A Graph-Neural-Network-Entropy model of vital node identification on network attack and propagation | Huaizhi Liao et.al. | 2509.18325 | null |
| 2025-09-21 | Adaptive Graph Convolution and Semantic-Guided Attention for Multimodal Risk Detection in Social Networks | Cuiqianhe Du et.al. | 2509.16936 | null |
| 2025-09-04 | Inferring the Graph Structure of Images for Graph Neural Networks | Mayur S Gowda et.al. | 2509.04677 | null |
| 2025-07-23 | From Atoms to Dynamics: Learning the Committor Without Collective Variables | Sergio Contreras Arredondo et.al. | 2507.17700 | null |
| 2025-07-23 | Towards Effective Open-set Graph Class-incremental Learning | Jiazhen Chen et.al. | 2507.17687 | null |
| 2025-07-23 | Graph Neural Network Approach to Predicting Magnetization in Quasi-One-Dimensional Ising Systems | V. Slavin et.al. | 2507.17509 | null |
| 2025-07-23 | HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery | Haoran Jiang et.al. | 2507.17209 | null |
| 2025-07-22 | Transformer Based Building Boundary Reconstruction using Attraction Field Maps | Muhammad Kamran et.al. | 2507.17038 | null |
| 2025-07-22 | PyG 2.0: Scalable Learning on Real World Graphs | Matthias Fey et.al. | 2507.16991 | null |
| 2025-07-22 | Deep Unfolding Network for Nonlinear Multi-Frequency Electrical Impedance Tomography | Giovanni S. Alberti et.al. | 2507.16678 | null |
| 2025-07-22 | Explainable Vulnerability Detection in C/C++ Using Edge-Aware Graph Attention Networks | Radowanul Haque et.al. | 2507.16540 | null |
| 2025-07-22 | Knowledge-aware Diffusion-Enhanced Multimedia Recommendation | Xian Mo et.al. | 2507.16396 | null |
| 2025-07-22 | ApproxGNN: A Pretrained GNN for Parameter Prediction in Design Space Exploration for Approximate Computing | Ondrej Vlcek et.al. | 2507.16379 | null |
| 2025-07-22 | Leveraging Personalized PageRank and Higher-Order Topological Structures for Heterophily Mitigation in Graph Neural Networks | Yumeng Wang et.al. | 2507.16347 | null |
| 2025-07-22 | LLM-Enhanced Reranking for Complementary Product Recommendation | Zekun Xu et.al. | 2507.16237 | null |
| 2025-07-21 | Fast Task Planning with Neuro-Symbolic Relaxation | Qiwei Du et.al. | 2507.15975 | null |
| 2025-07-21 | MSGM: A Multi-Scale Spatiotemporal Graph Mamba for EEG Emotion Recognition | Hanwen Liu et.al. | 2507.15914 | null |
| 2025-07-21 | Graph Attention Specialized Expert Fusion Model for Node Classification: Based on Cora and Pubmed Datasets | Zihang Ma et.al. | 2507.15784 | null |
| 2025-07-21 | Predictive Process Monitoring Using Object-centric Graph Embeddings | Wissam Gherissi et.al. | 2507.15411 | null |
| 2025-07-21 | Hypergraph modelling of wave scattering to speed-up material design | Kunwoo Park et.al. | 2507.15329 | null |
| 2025-07-21 | Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks | Rabia Latief Bhat et.al. | 2507.15246 | null |
| 2025-07-21 | Long-Short Distance Graph Neural Networks and Improved Curriculum Learning for Emotion Recognition in Conversation | Xinran Li et.al. | 2507.15205 | link |
| 2025-07-22 | Feature Construction Using Network Control Theory and Rank Encoding for Graph Machine Learning | Anwar Said et.al. | 2507.15195 | null |
| 2025-07-20 | Can We Move Freely in NEOM’s The Line? An Agent-Based Simulation of Human Mobility in a Futuristic Smart City | Abderaouf Bahi et.al. | 2507.15143 | null |
| 2025-07-20 | Graph Attention Networks for Detecting Epilepsy from EEG Signals Using Accessible Hardware in Low-Resource Settings | Szymon Mazurek et.al. | 2507.15118 | null |
| 2025-07-20 | Semantic-Aware Representation Learning for Multi-label Image Classification | Ren-Dong Xie et.al. | 2507.14918 | null |
| 2025-07-19 | Exp-Graph: How Connections Learn Facial Attributes in Graph-based Expression Recognition | Nandani Sharma et.al. | 2507.14608 | null |
| 2025-07-18 | Toward Practical Fluid Antenna Systems: Co-Optimizing Hardware and Software for Port Selection and Beamforming | Sai Xu et.al. | 2507.14035 | null |
| 2025-07-18 | Structural Connectome Harmonization Using Deep Learning: The Strength of Graph Neural Networks | Jagruti Patel et.al. | 2507.13992 | null |
| 2025-07-18 | Robust Anomaly Detection with Graph Neural Networks using Controllability | Yifan Wei et.al. | 2507.13954 | null |
| 2025-07-18 | When Speed meets Accuracy: an Efficient and Effective Graph Model for Temporal Link Prediction | Haoyang Li et.al. | 2507.13825 | null |
| 2025-07-18 | Efficient and Scalable Self-Healing Databases Using Meta-Learning and Dependency-Driven Recovery | Joydeep Chandra et.al. | 2507.13757 | null |
| 2025-07-18 | SamGoG: A Sampling-Based Graph-of-Graphs Framework for Imbalanced Graph Classification | Shangyou Wang et.al. | 2507.13741 | null |
| 2025-07-18 | Learning Deformable Body Interactions With Adaptive Spatial Tokenization | Hao Wang et.al. | 2507.13707 | null |
| 2025-07-18 | Binarizing Physics-Inspired GNNs for Combinatorial Optimization | Martin Krutský et.al. | 2507.13703 | null |
| 2025-07-18 | Tri-Learn Graph Fusion Network for Attributed Graph Clustering | Binxiong Li et.al. | 2507.13620 | null |
| 2025-07-17 | Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection | Vijay K. Dubey et.al. | 2507.13459 | null |
| 2025-07-17 | A Spectral Interpretation of Redundancy in a Graph Reservoir | Anna Bison et.al. | 2507.12963 | null |
| 2025-07-17 | Multi-Channel Graph Neural Network for Financial Risk Prediction of NEEQ Enterprises | Jianyu Zhu et.al. | 2507.12787 | null |
| 2025-07-16 | MS-DGCNN++: A Multi-Scale Fusion Dynamic Graph Neural Network with Biological Knowledge Integration for LiDAR Tree Species Classification | Said Ohamouddou et.al. | 2507.12602 | null |
| 2025-07-16 | Rel-HNN: Split Parallel Hypergraph Neural Network for Learning on Relational Databases | Md. Tanvir Alam et.al. | 2507.12562 | null |
| 2025-07-16 | Traffic-Aware Pedestrian Intention Prediction | Fahimeh Orvati Nia et.al. | 2507.12433 | null |
| 2025-07-16 | Heat Kernel Goes Topological | Maximilian Krahn et.al. | 2507.12380 | null |
| 2025-07-17 | Catching Bid-rigging Cartels with Graph Attention Neural Networks | David Imhof et.al. | 2507.12369 | null |
| 2025-07-16 | Can LLMs Find Fraudsters? Multi-level LLM Enhanced Graph Fraud Detection | Tairan Huang et.al. | 2507.11997 | null |
| 2025-07-15 | Enhancements to the IceCube Extremely High Energy Neutrino Selection using Graph & Transformer Based Neural Networks | Maxwell Nakos et.al. | 2507.11774 | null |
| 2025-07-15 | A Graph-in-Graph Learning Framework for Drug-Target Interaction Prediction | Yuehua Song et.al. | 2507.11757 | null |
| 2025-07-15 | Graph Neural Networks Powered by Encoder Embedding for Improved Node Learning | Shiyu Chen et.al. | 2507.11732 | null |
| 2025-07-15 | Subgraph Generation for Generalizing on Out-of-Distribution Links | Jay Revolinsky et.al. | 2507.11710 | null |
| 2025-07-15 | PGT-I: Scaling Spatiotemporal GNNs with Memory-Efficient Distributed Training | Seth Ockerman et.al. | 2507.11683 | null |
| 2025-07-15 | Modeling Code: Is Text All You Need? | Daniel Nichols et.al. | 2507.11467 | null |
| 2025-07-15 | Urban delineation through the lens of commute networks: Leveraging graph embeddings to distinguish socioeconomic groups in cities | Devashish Khulbe et.al. | 2507.11057 | null |
| 2025-07-15 | GATE: Graph Attention Neural Networks with Real-Time Edge Construction for Robust Indoor Localization using Mobile Embedded Devices | Danish Gufran et.al. | 2507.11053 | null |
| 2025-07-15 | Graph-based Fingerprint Update Using Unlabelled WiFi Signals | Ka Ho Chiu et.al. | 2507.11038 | null |
| 2025-07-15 | GALDS: A Graph-Autoencoder-based Latent Dynamics Surrogate model to predict neurite material transport | Tsung Yeh Hsieh et.al. | 2507.10871 | null |
| 2025-07-14 | HEIMDALL: a grapH-based sEIsMic Detector And Locator for microseismicity | Matteo Bagagli et.al. | 2507.10850 | null |
| 2025-07-14 | REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack | Zhonghao Zhan et.al. | 2507.10836 | null |
| 2025-07-14 | From Small to Large: A Graph Convolutional Network Approach for Solving Assortment Optimization Problems | Guokai Li et.al. | 2507.10834 | null |
| 2025-07-14 | Emulating Dark Matter Halo Merger Trees with Graph Generative Models | Tri Nguyen et.al. | 2507.10652 | null |
| 2025-07-14 | Beyond-mean-field fluctuations for the solution of constraint satisfaction problems | Niklas Foos et.al. | 2507.10360 | null |
| 2025-07-14 | T-GRAB: A Synthetic Diagnostic Benchmark for Learning on Temporal Graphs | Alireza Dizaji et.al. | 2507.10183 | link |
| 2025-07-14 | Forecasting Coccidioidomycosis (Valley Fever) in Arizona: A Graph Neural Network Approach | Ali Sarabi et.al. | 2507.10014 | null |
| 2025-07-14 | Effects of structural properties of neural networks on machine learning performance | Yash Arya et.al. | 2507.10005 | null |
| 2025-07-14 | Soft Graph Clustering for single-cell RNA Sequencing Data | Ping Xu et.al. | 2507.09890 | null |
| 2025-07-13 | A Scalable and Efficient Signal Integration System for Job Matching | Ping Liu et.al. | 2507.09797 | null |
| 2025-07-13 | Do we need equivariant models for molecule generation? | Ewa M. Nowara et.al. | 2507.09753 | null |
| 2025-07-12 | Joint Access Point Activation and Power Allocation for Cell-Free Massive MIMO Aided ISAC Systems | Nguyen Xuan Tung et.al. | 2507.09425 | null |
| 2025-07-12 | Lightweight Graph Neural Networks for Enhanced 5G NR Channel Estimation | Sajedeh Norouzi et.al. | 2507.09408 | null |
| 2025-07-12 | Geometric Generative Modeling with Noise-Conditioned Graph Networks | Peter Pao-Huang et.al. | 2507.09391 | null |
| 2025-07-11 | Advancements in the IceAct Energy Spectrum Analysis | Larissa Paul et.al. | 2507.08779 | null |
| 2025-07-11 | Unified People Tracking with Graph Neural Networks | Martin Engilberge et.al. | 2507.08494 | null |
| 2025-07-10 | EvA: Evolutionary Attacks on Graphs | Mohammad Sadegh Akhondzadeh et.al. | 2507.08212 | null |
| 2025-07-10 | EP-GAT: Energy-based Parallel Graph Attention Neural Network for Stock Trend Classification | Zhuodong Jiang et.al. | 2507.08184 | null |
| 2025-07-10 | Exploring substructures in the Milky Way halo Neural networks applied to Gaia and APOGEE DR 17 | L. Berni et.al. | 2507.08074 | null |
| 2025-07-10 | Credit Risk Analysis for SMEs Using Graph Neural Networks in Supply Chain | Zizhou Zhang et.al. | 2507.07854 | null |
| 2025-07-10 | Machine Learning Tools for the IceCube-Gen2 Optical Array | Francisco Javier Vara Carbonell et.al. | 2507.07844 | null |
| 2025-07-10 | Context Pooling: Query-specific Graph Pooling for Generic Inductive Link Prediction in Knowledge Graphs | Zhixiang Su et.al. | 2507.07595 | null |
| 2025-07-10 | Reconstruction of cosmic-ray properties with GNN in GRAND | Arsène Ferrière et.al. | 2507.07541 | null |
| 2025-07-10 | NLGCL: Naturally Existing Neighbor Layers Graph Contrastive Learning for Recommendation | Jinfeng Xu et.al. | 2507.07522 | null |
| 2025-07-10 | GNN-CNN: An Efficient Hybrid Model of Convolutional and Graph Neural Networks for Text Representation | Fardin Rastakhiz et.al. | 2507.07414 | null |
| 2025-07-10 | HGMP:Heterogeneous Graph Multi-Task Prompt Learning | Pengfei Jiao et.al. | 2507.07405 | null |
| 2025-07-10 | ST-GRIT: Spatio-Temporal Graph Transformer For Internal Ice Layer Thickness Prediction | Zesheng Liu et.al. | 2507.07389 | null |
| 2025-07-10 | GRIT: Graph Transformer For Internal Ice Layer Thickness Prediction | Zesheng Liu et.al. | 2507.07388 | null |
| 2025-07-10 | Atherosclerosis through Hierarchical Explainable Neural Network Analysis | Irsyad Adam et.al. | 2507.07373 | null |
| 2025-07-09 | An AI Approach for Learning the Spectrum of the Laplace-Beltrami Operator | Yulin An et.al. | 2507.07073 | null |
| 2025-07-09 | GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning | S M Taslim Uddin Raju et.al. | 2507.07006 | null |
| 2025-07-09 | Heterogeneous Graph Neural Networks for Short-term State Forecasting in Power Systems across Domains and Time Scales: A Hydroelectric Power Plant Case Study | Raffael Theiler et.al. | 2507.06694 | null |
| 2025-07-09 | Graph Learning for Cooperative Cell-Free ISAC Systems: From Optimization to Estimation | Peng Jiang et.al. | 2507.06612 | null |
| 2025-07-09 | Deep-Learning-Based Pre-Layout Parasitic Capacitance Prediction on SRAM Designs | Shan Shen et.al. | 2507.06549 | null |
| 2025-07-08 | DecoyDB: A Dataset for Graph Contrastive Learning in Protein-Ligand Binding Affinity Prediction | Yupu Zhang et.al. | 2507.06366 | null |
| 2025-07-08 | Learning-Augmented Model-Based Multi-Robot Planning for Time-Critical Search and Inspection Under Uncertainty | Abhish Khanal et.al. | 2507.06129 | null |
| 2025-07-08 | Drag modelling for flows through assemblies of spherical particles with machine learning: A comparison of approaches | Julia Reuter et.al. | 2507.05983 | null |
| 2025-07-08 | KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation | Zeyuan Meng et.al. | 2507.05863 | null |
| 2025-07-08 | GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks | Muhammad Hadir Khan et.al. | 2507.05681 | null |
| 2025-07-08 | HRRRCast: a data-driven emulator for regional weather forecasting at convection allowing scales | Daniel Abdi et.al. | 2507.05658 | null |
| 2025-07-08 | DESIGN: Encrypted GNN Inference via Server-Side Input Graph Pruning | Kaixiang Zhao et.al. | 2507.05649 | null |
| 2025-07-08 | Learnable quantum spectral filters for hybrid graph neural networks | Ammar Daskin et.al. | 2507.05640 | null |
| 2025-07-08 | LLMs are Introvert | Litian Zhang et.al. | 2507.05638 | null |
| 2025-07-08 | Graph Learning | Feng Xia et.al. | 2507.05636 | null |
| 2025-07-07 | Robust Learning on Noisy Graphs via Latent Space Constraints with External Knowledge | Chunhui Gu et.al. | 2507.05540 | null |
| 2025-07-07 | Exploring Semantic Clustering and Similarity Search for Heterogeneous Traffic Scenario Graph | Ferdinand Mütsch et.al. | 2507.05086 | null |
| 2025-07-07 | Replacing detector simulation with heterogeneous GNNs in flavour physics analyses | Guillermo Hijano et.al. | 2507.05069 | null |
| 2025-07-07 | Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation | Jinpeng Chen et.al. | 2507.04623 | null |
| 2025-07-06 | Computed Tomography Visual Question Answering with Cross-modal Feature Graphing | Yuanhe Tian et.al. | 2507.04333 | null |
| 2025-07-05 | Graph Neural Networks as a Substitute for Transformers in Single-Cell Transcriptomics | Jiaxin Qi et.al. | 2507.04125 | null |
| 2025-07-05 | Commute Networks as a Signature of Urban Socioeconomic Performance: Evaluating Mobility Structures with Deep Learning Models | Devashish Khulbe et.al. | 2507.04027 | null |
| 2025-07-05 | Graph Collaborative Attention Network for Link Prediction in Knowledge Graphs | Thanh Hoang-Minh et.al. | 2507.03947 | null |
| 2025-07-05 | Combining Graph Neural Networks and Mixed Integer Linear Programming for Molecular Inference under the Two-Layered Model | Jianshen Zhu et.al. | 2507.03920 | null |
| 2025-07-05 | Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting | Zekai Wang et.al. | 2507.03855 | null |
| 2025-07-05 | OrbitAll: A Unified Quantum Mechanical Representation Deep Learning Framework for All Molecular Systems | Beom Seok Kang et.al. | 2507.03853 | null |
| 2025-07-03 | RLHGNN: Reinforcement Learning-driven Heterogeneous Graph Neural Network for Next Activity Prediction in Business Processes | Jiaxing Wang et.al. | 2507.02690 | null |
| 2025-07-03 | When Attention is Beneficial for Learning Wireless Resource Allocation Efficiently? | Jia Guo et.al. | 2507.02427 | null |
| 2025-07-03 | S2FGL: Spatial Spectral Federated Graph Learning | Zihan Tan et.al. | 2507.02409 | null |
| 2025-07-02 | Generating Large Semi-Synthetic Graphs of Any Size | Rodrigo Tuna et.al. | 2507.02166 | null |
| 2025-07-02 | Non-exchangeable Conformal Prediction for Temporal Graph Neural Networks | Tuo Wang et.al. | 2507.02151 | null |
| 2025-07-02 | Enhancing Power Flow Estimation with Topology-Aware Gated Graph Neural Networks | Shrenik Jadhav et.al. | 2507.02078 | null |
| 2025-07-02 | NGAT: A Node-level Graph Attention Network for Long-term Stock Prediction | Yingjie Niu et.al. | 2507.02018 | null |
| 2025-07-02 | Joint Power Control and Precoding for Cell-Free Massive MIMO Systems With Sparse Multi-Dimensional Graph Neural Networks | Yukun Ma et.al. | 2507.01876 | null |
| 2025-07-02 | Direct Vertex Reconstruction of $Λ$ Baryons from Hits in CLAS12 using Graph Neural Networks | Keegan Menkce et.al. | 2507.01868 | null |
| 2025-07-02 | MILP-SAT-GNN: Yet Another Neural SAT Solver | Franco Alberto Cardillo et.al. | 2507.01825 | null |
| 2025-07-02 | Variational Graph Convolutional Neural Networks | Illia Oleksiienko et.al. | 2507.01699 | null |
| 2025-07-02 | Following the Clues: Experiments on Person Re-ID using Cross-Modal Intelligence | Robert Aufschläger et.al. | 2507.01504 | null |
| 2025-07-01 | RaGNNarok: A Light-Weight Graph Neural Network for Enhancing Radar Point Clouds on Unmanned Ground Vehicles | David Hunt et.al. | 2507.00937 | null |
| 2025-07-01 | Understanding Generalization in Node and Link Prediction | Antonis Vasileiou et.al. | 2507.00927 | null |
| 2025-07-01 | NN-Former: Rethinking Graph Structure in Neural Architecture Representation | Ruihan Xu et.al. | 2507.00880 | null |
| 2025-07-01 | Towards Open-World Human Action Segmentation Using Graph Convolutional Networks | Hao Xing et.al. | 2507.00756 | null |
| 2025-07-01 | Multi-Modal Graph Convolutional Network with Sinusoidal Encoding for Robust Human Action Segmentation | Hao Xing et.al. | 2507.00752 | null |
| 2025-06-30 | Bridging Theory and Practice in Link Representation with Graph Neural Networks | Veronica Lachi et.al. | 2506.24018 | null |
| 2025-06-30 | When GNNs Met a Word Equations Solver: Learning to Rank Equations (Extended Technical Report) | Parosh Aziz Abdulla et.al. | 2506.23784 | null |
| 2025-06-30 | Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling | Xiaoyang Li et.al. | 2506.23782 | null |
| 2025-06-30 | Graph Neural Networks to Predict Coercivity of Hard Magnetic Microstructures | Heisam Moustafa et.al. | 2506.23615 | null |
| 2025-07-01 | ParticleFormer: A 3D Point Cloud World Model for Multi-Object, Multi-Material Robotic Manipulation | Suning Huang et.al. | 2506.23126 | null |
| 2025-06-29 | Enhancing Live Broadcast Engagement: A Multi-modal Approach to Short Video Recommendations Using MMGCN and User Preferences | Saeid Aghasoleymani Najafabadi et.al. | 2506.23085 | null |
| 2025-06-29 | Double-Diffusion: Diffusion Conditioned Diffusion Probabilistic Model For Air Quality Prediction | Hanlin Dong et.al. | 2506.23053 | null |
| 2025-06-28 | Prediction Gaps as Pathways to Explanation: Rethinking Educational Outcomes through Differences in Model Performance | Javier Garcia-Bernardo et.al. | 2506.22993 | null |
| 2025-06-28 | Missing-Modality-Aware Graph Neural Network for Cancer Classification | Sina Tabakhi et.al. | 2506.22901 | null |
| 2025-06-28 | Convergent Privacy Framework with Contractive GNN Layers for Multi-hop Aggregations | Yu Zheng et.al. | 2506.22727 | null |
| 2025-06-27 | CoATA: Effective Co-Augmentation of Topology and Attribute for Graph Neural Networks | Tao Liu et.al. | 2506.22299 | null |
| 2025-06-27 | The Missing Link: Joint Legal Citation Prediction using Heterogeneous Graph Enrichment | Lorenz Wendlinger et.al. | 2506.22165 | null |
| 2025-06-27 | Learning Distributed Safe Multi-Agent Navigation via Infinite-Horizon Optimal Graph Control | Fenglan Wang et.al. | 2506.22117 | null |
| 2025-06-27 | Transformers are Graph Neural Networks | Chaitanya K. Joshi et.al. | 2506.22084 | null |
| 2025-06-27 | Learning-Based Hybrid Neural Receiver for 6G-V2X Communications | Osama Saleem et.al. | 2506.21983 | null |
| 2025-06-27 | Joint Task Offloading and Resource Allocation in Low-Altitude MEC via Graph Attention Diffusion | Yifan Xue et.al. | 2506.21933 | null |
| 2025-06-26 | CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery | Felix Holm et.al. | 2506.21813 | null |
| 2025-06-26 | Multi-task parallelism for robust pre-training of graph foundation models on multi-source, multi-fidelity atomistic modeling data | Massimiliano Lupo Pasini et.al. | 2506.21788 | null |
| 2025-06-26 | Do We Really Need GNNs with Explicit Structural Modeling? MLPs Suffice for Language Model Representations | Li Zhou et.al. | 2506.21682 | null |
| 2025-06-26 | Accelerating GNN Training through Locality-aware Dropout and Merge | Gongjian Sun et.al. | 2506.21414 | null |
| 2025-06-26 | Temporal-Aware Graph Attention Network for Cryptocurrency Transaction Fraud Detection | Zhi Zheng et.al. | 2506.21382 | null |
| 2025-06-26 | Real-time and personalized product recommendations for large e-commerce platforms | Matteo Tolloso et.al. | 2506.21368 | null |
| 2025-06-26 | CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations | Julian Lorenz et.al. | 2506.21357 | null |
| 2025-06-26 | Hardware-Aware Quantum Kernel Design Based on Graph Neural Networks | Yuxiang Liu et.al. | 2506.21161 | null |
| 2025-06-25 | Demystifying Distributed Training of Graph Neural Networks for Link Prediction | Xin Huang et.al. | 2506.20818 | null |
| 2025-06-25 | Poster: Enhancing GNN Robustness for Network Intrusion Detection via Agent-based Analysis | Zhonghao Zhan et.al. | 2506.20806 | null |
| 2025-06-25 | Dense Video Captioning using Graph-based Sentence Summarization | Zhiwang Zhang et.al. | 2506.20583 | null |
| 2025-06-25 | Exploring Graph-Transformer Out-of-Distribution Generalization Abilities | Itay Niv et.al. | 2506.20575 | null |
| 2025-06-25 | Adaptive Supergeo Design: A Scalable Framework for Geographic Marketing Experiments | Charles Shaw et.al. | 2506.20499 | null |
| 2025-06-25 | Self-Supervised Graph Learning via Spectral Bootstrapping and Laplacian-Based Augmentations | Lorenzo Bini et.al. | 2506.20362 | null |
| 2025-06-25 | Directed Link Prediction using GNN with Local and Global Feature Fusion | Yuyang Zhang et.al. | 2506.20235 | null |
| 2025-06-24 | GNN’s Uncertainty Quantification using Self-Distillation | Hirad Daneshvar et.al. | 2506.20046 | null |
| 2025-06-24 | Automated Generation of Diverse Courses of Actions for Multi-Agent Operations using Binary Optimization and Graph Learning | Prithvi Poddar et.al. | 2506.20031 | null |
| 2025-06-24 | Graph theory inspired anomaly detection at the LHC | Jack Y. Araz et.al. | 2506.19920 | null |
| 2025-06-24 | Learning-aided Bigraph Matching Approach to Multi-Crew Restoration of Damaged Power Networks Coupled with Road Transportation Networks | Nathan Maurer et.al. | 2506.19703 | null |
| 2025-06-24 | Higher-Order Graph Databases | Maciej Besta et.al. | 2506.19661 | null |
| 2025-06-24 | HOIverse: A Synthetic Scene Graph Dataset With Human Object Interactions | Mrunmai Vivek Phatak et.al. | 2506.19639 | null |
| 2025-06-24 | Fast and Distributed Equivariant Graph Neural Networks by Virtual Node Learning | Yuelin Zhang et.al. | 2506.19482 | null |
| 2025-06-24 | Efficient Extreme Operating Condition Search for Online Relay Setting Calculation in Renewable Power Systems Based on Parallel Graph Neural Network | Yan Li et.al. | 2506.19289 | null |
| 2025-06-24 | A Batch-Insensitive Dynamic GNN Approach to Address Temporal Discontinuity in Graph Streams | Yang Zhou et.al. | 2506.19282 | null |
| 2025-06-23 | Automating Traffic Monitoring with SHM Sensor Networks via Vision-Supervised Deep Learning | Hanshuo Wu et.al. | 2506.19023 | null |
| 2025-06-23 | Fast State-Augmented Learning for Wireless Resource Allocation with Dual Variable Regression | Yigit Berkay Uslu et.al. | 2506.18748 | null |
| 2025-06-23 | SaGIF: Improving Individual Fairness in Graph Neural Networks via Similarity Encoding | Yuchang Zhu et.al. | 2506.18696 | null |
| 2025-06-23 | Federated Learning from Molecules to Processes: A Perspective | Jan G. Rittig et.al. | 2506.18525 | null |
| 2025-06-23 | Your Token Becomes Worthless: Unveiling Rug Pull Schemes in Crypto Token via Code-and-Transaction Fusion Analysis | Hao Wu et.al. | 2506.18398 | null |
| 2025-06-23 | PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching | Haotong Du et.al. | 2506.18382 | null |
| 2025-06-23 | Robot Tactile Gesture Recognition Based on Full-body Modular E-skin | Shuo Jiang et.al. | 2506.18256 | null |
| 2025-06-23 | Multimodal Visual Image Based User Association and Beamforming Using Graph Neural Networks | Yinghan Li et.al. | 2506.18218 | null |
| 2025-06-22 | Call Me Maybe: Enhancing JavaScript Call Graph Construction using Graph Neural Networks | Masudul Hasan Masud Bhuiyan et.al. | 2506.18191 | null |
| 2025-06-22 | SliceGX: Layer-wise GNN Explanation with Model-slicing | Tingting Zhu et.al. | 2506.17977 | null |
| 2025-06-22 | TROJAN-GUARD: Hardware Trojans Detection Using GNN in RTL Designs | Kiran Thorat et.al. | 2506.17894 | null |
| 2025-06-20 | Generative Modeling of Full-Atom Protein Conformations using Latent Diffusion on Graph Embeddings | Aditya Sengar et.al. | 2506.17064 | null |
| 2025-06-20 | Exploring and Improving Initialization for Deep Graph Neural Networks: A Signal Propagation Perspective | Senmiao Wang et.al. | 2506.16790 | null |
| 2025-06-19 | SlepNet: Spectral Subgraph Representation Learning for Neural Dynamics | Siddharth Viswanath et.al. | 2506.16602 | null |
| 2025-06-19 | Geometric Learning in Black-Box Optimization: A GNN Framework for Algorithm Performance Prediction | Ana Kostovska et.al. | 2506.16144 | null |
| 2025-06-19 | Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification | Langzhang Liang et.al. | 2506.16110 | null |
| 2025-06-19 | A Brain-to-Population Graph Learning Framework for Diagnosing Brain Disorders | Qianqian Liao et.al. | 2506.16096 | null |
| 2025-06-19 | Unveiling defect motifs in amorphous GeSe using machine learning interatomic potentials | Minseok Moon et.al. | 2506.15934 | null |
| 2025-06-18 | KG-FGNN: Knowledge-guided GNN Foundation Model for Fertilisation-oriented Soil GHG Flux Prediction | Yu Zhang et.al. | 2506.15896 | null |
| 2025-06-18 | A Machine Learning Framework for Modeling Ensemble Properties of Atomically Disordered Materials | Zhenyao Fang et.al. | 2506.15652 | null |
| 2025-06-18 | Over-squashing in Spatiotemporal Graph Neural Networks | Ivan Marisca et.al. | 2506.15507 | null |
| 2025-06-18 | DOVA-PATBM: An Intelligent, Adaptive, and Scalable Framework for Optimizing Large-Scale EV Charging Infrastructure | Chuan Li et.al. | 2506.15289 | null |
| 2025-06-18 | Accessible Gesture-Driven Augmented Reality Interaction System | Yikan Wang et.al. | 2506.15189 | null |
| 2025-06-17 | GCN-Driven Reinforcement Learning for Probabilistic Real-Time Guarantees in Industrial URLLC | Eman Alqudah et.al. | 2506.15011 | null |
| 2025-06-17 | Refining music sample identification with a self-supervised graph neural network | Aditya Bhattacharjee et.al. | 2506.14684 | link |
| 2025-06-17 | Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution | Xiaohan Zheng et.al. | 2506.14529 | null |
| 2025-06-17 | AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection | Zixian Zhang et.al. | 2506.14470 | link |
| 2025-06-17 | Can Large Language Models Improve Spectral Graph Neural Networks? | Kangkang Lu et.al. | 2506.14220 | null |
| 2025-06-17 | NeuroCoreX: An Open-Source FPGA-Based Spiking Neural Network Emulator with On-Chip Learning | Ashish Gautam et.al. | 2506.14138 | null |
| 2025-06-17 | CLGNN: A Contrastive Learning-based GNN Model for Betweenness Centrality Prediction on Temporal Graphs | Tianming Zhang et.al. | 2506.14122 | null |
| 2025-06-17 | Evaluating Loss Functions for Graph Neural Networks: Towards Pretraining and Generalization | Khushnood Abbas et.al. | 2506.14114 | null |
| 2025-06-16 | Quantum-Informed Contrastive Learning with Dynamic Mixup Augmentation for Class-Imbalanced Expert Systems | Md Abrar Jahin et.al. | 2506.13987 | null |
| 2025-06-16 | Density-aware Walks for Coordinated Campaign Detection | Atul Anand Gopalakrishnan et.al. | 2506.13912 | null |
| 2025-06-16 | Logical Expressiveness of Graph Neural Networks with Hierarchical Node Individualization | Arie Soeteman et.al. | 2506.13911 | null |
| 2025-06-16 | A Gravity-informed Spatiotemporal Transformer for Human Activity Intensity Prediction | Yi Wang et.al. | 2506.13678 | null |
| 2025-06-16 | TwiUSD: A Benchmark Dataset and Structure-Aware LLM Framework for User Stance Detection | Fuaing Niu et.al. | 2506.13343 | null |
| 2025-06-16 | Navigating the Black Box: Leveraging LLMs for Effective Text-Level Graph Injection Attacks | Yuefei Lyu et.al. | 2506.13276 | null |
| 2025-06-16 | PhenoKG: Knowledge Graph-Driven Gene Discovery and Patient Insights from Phenotypes Alone | Kamilia Zaripova et.al. | 2506.13119 | null |
| 2025-06-16 | Crime Hotspot Prediction Using Deep Graph Convolutional Networks | Tehreem Zubair et.al. | 2506.13116 | null |
| 2025-06-16 | Dynamic Graph Condensation | Dong Chen et.al. | 2506.13099 | null |
| 2025-06-16 | Uncertainty-Aware Graph Neural Networks: A Multi-Hop Evidence Fusion Approach | Qingfeng Chen et.al. | 2506.13083 | null |
| 2025-06-15 | Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation | Yuanyuan Lei et.al. | 2506.12978 | null |
| 2025-06-15 | KCLNet: Physics-Informed Power Flow Prediction via Constraints Projections | Pantelis Dogoulis et.al. | 2506.12902 | null |
| 2025-06-15 | Large Scalable Cross-Domain Graph Neural Networks for Personalized Notification at LinkedIn | Shihai He et.al. | 2506.12700 | null |
| 2025-06-13 | How do Probabilistic Graphical Models and Graph Neural Networks Look at Network Data? | Michela Lapenna et.al. | 2506.11869 | null |
| 2025-06-13 | Taxonomy of reduction matrices for Graph Coarsening | Antonin Joly et.al. | 2506.11743 | null |
| 2025-06-13 | Relational GNNs Cannot Learn $C_2$ Features for Planning | Dillon Z. Chen et.al. | 2506.11721 | null |
| 2025-06-13 | Generalised Rate Control Approach For Stream Processing Applications | Ziren Xiao et.al. | 2506.11710 | null |
| 2025-06-13 | Geometry-Aware Edge Pooling for Graph Neural Networks | Katharina Limbeck et.al. | 2506.11700 | null |
| 2025-06-13 | KCES: Training-Free Defense for Robust Graph Neural Networks via Kernel Complexity | Yaning Jia et.al. | 2506.11611 | null |
| 2025-06-13 | SemanticST: Spatially Informed Semantic Graph Learning for1 Clustering, Integration, and Scalable Analysis of Spatial2 Transcriptomics | Roxana Zahedi et.al. | 2506.11491 | null |
| 2025-06-13 | Structure-Aware Automatic Channel Pruning by Searching with Graph Embedding | Zifan Liu et.al. | 2506.11469 | null |
| 2025-06-13 | FIGNN: Feature-Specific Interpretability for Graph Neural Network Surrogate Models | Riddhiman Raut et.al. | 2506.11398 | null |
| 2025-06-13 | EDN: A Novel Edge-Dependent Noise Model for Graph Data | Pintu Kumar et.al. | 2506.11368 | null |
| 2025-06-12 | Contrastive Matrix Completion with Denoising and Augmented Graph Views for Robust Recommendation | Narges Nemati et.al. | 2506.10658 | null |
| 2025-06-12 | Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics | Pascal Plettenberg et.al. | 2506.10577 | null |
| 2025-06-12 | FicGCN: Unveiling the Homomorphic Encryption Efficiency from Irregular Graph Convolutional Networks | Zhaoxuan Kan et.al. | 2506.10399 | null |
| 2025-06-12 | LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture | Yanhui Li et.al. | 2506.10347 | null |
| 2025-06-12 | Context-Adaptive Graph Neural Networks for Next POI Recommendation | Yu Lei et.al. | 2506.10329 | null |
| 2025-06-12 | Graph-MLLM: Harnessing Multimodal Large Language Models for Multimodal Graph Learning | Jiajin Liu et.al. | 2506.10282 | null |
| 2025-06-11 | Structural-Spectral Graph Convolution with Evidential Edge Learning for Hyperspectral Image Clustering | Jianhan Qi et.al. | 2506.09920 | link |
| 2025-06-11 | Guided Graph Compression for Quantum Graph Neural Networks | Mikel Casals et.al. | 2506.09862 | link |
| 2025-06-11 | Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints | Huajian Liu et.al. | 2506.09859 | null |
| 2025-06-11 | Error-Guided Pose Augmentation: Enhancing Rehabilitation Exercise Assessment through Targeted Data Generation | Omar Sherif et.al. | 2506.09833 | null |
| 2025-06-11 | A Deep Generative Model for the Simulation of Discrete Karst Networks | Dany Lauzon et.al. | 2506.09832 | null |
| 2025-06-11 | Devil’s Hand: Data Poisoning Attacks to Locally Private Graph Learning Protocols | Longzhu He et.al. | 2506.09803 | null |
| 2025-06-11 | Multi-Level Damage-Aware Graph Learning for Resilient UAV Swarm Networks | Huan Lin et.al. | 2506.09703 | null |
| 2025-06-11 | Toward Scalable Quantum Compilation for Modular Architecture: Qubit Mapping and Reuse via Deep Reinforcement Learning | Sokea Sang et.al. | 2506.09323 | null |
| 2025-06-10 | Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms | Haoran Peng et.al. | 2506.09195 | null |
| 2025-06-10 | Effective Data Pruning through Score Extrapolation | Sebastian Schmidt et.al. | 2506.09010 | null |
| 2025-06-09 | Residual Reweighted Conformal Prediction for Graph Neural Networks | Zheng Zhang et.al. | 2506.07854 | null |
| 2025-06-09 | Language Embedding Meets Dynamic Graph: A New Exploration for Neural Architecture Representation Learning | Haizhao Jing et.al. | 2506.07735 | null |
| 2025-06-09 | HeTa: Relation-wise Heterogeneous Graph Foundation Attack Model | Yuling Wang et.al. | 2506.07428 | null |
| 2025-06-08 | GGBall: Graph Generative Model on Poincaré Ball | Tianci Bu et.al. | 2506.07198 | null |
| 2025-06-08 | Regularized Adaptive Graph Learning for Large-Scale Traffic Forecasting | Kaiqi Wu et.al. | 2506.07179 | null |
| 2025-06-08 | Efficient Text-Attributed Graph Learning through Selective Annotation and Graph Alignment | Huanyi Xie et.al. | 2506.07168 | null |
| 2025-06-08 | MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection | Weihan Lu et.al. | 2506.07126 | null |
| 2025-06-07 | Graph-Based Physics-Guided Urban PM2.5 Air Quality Imputation with Constrained Monitoring Data | Shangjie Du et.al. | 2506.06917 | null |
| 2025-06-07 | Graph Neural Networks in Modern AI-aided Drug Discovery | Odin Zhang et.al. | 2506.06915 | null |
| 2025-06-07 | Uncertainty Estimation on Graphs with Structure Informed Stochastic Partial Differential Equations | Fred Xu et.al. | 2506.06907 | null |
| 2025-06-06 | PROVSYN: Synthesizing Provenance Graphs for Data Augmentation in Intrusion Detection Systems | Yi Huang et.al. | 2506.06226 | null |
| 2025-06-06 | How to craft a deep reinforcement learning policy for wind farm flow control | Elie Kadoche et.al. | 2506.06204 | null |
| 2025-06-06 | Masked Language Models are Good Heterogeneous Graph Generalizers | Jinyu Yang et.al. | 2506.06157 | null |
| 2025-06-06 | Flow-Attentional Graph Neural Networks | Pascal Plettenberg et.al. | 2506.06127 | null |
| 2025-06-06 | On-board Mission Replanning for Adaptive Cooperative Multi-Robot Systems | Elim Kwan et.al. | 2506.06094 | null |
| 2025-06-06 | Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics | Tobias Würth et.al. | 2506.06045 | null |
| 2025-06-06 | On Measuring Long-Range Interactions in Graph Neural Networks | Jacob Bamberger et.al. | 2506.05971 | null |
| 2025-06-06 | Pruning Spurious Subgraphs for Graph Out-of-Distribtuion Generalization | Tianjun Yao et.al. | 2506.05957 | null |
| 2025-06-06 | Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks | Yushang Zhao et.al. | 2506.05873 | null |
| 2025-06-06 | Positional Encoding meets Persistent Homology on Graphs | Yogesh Verma et.al. | 2506.05814 | null |
| 2025-06-05 | Joint Beamforming and Integer User Association using a GNN with Gumbel-Softmax Reparameterizations | Qing Lyu et.al. | 2506.05241 | null |
| 2025-06-05 | Mitigating Degree Bias Adaptively with Hard-to-Learn Nodes in Graph Contrastive Learning | Jingyu Hu et.al. | 2506.05214 | null |
| 2025-06-05 | Learning Intrinsic Alignments from Local Galaxy Environments | Matthew Craigie et.al. | 2506.05155 | null |
| 2025-06-05 | Influence Functions for Edge Edits in Non-Convex Graph Neural Networks | Jaeseung Heo et.al. | 2506.04694 | null |
| 2025-06-05 | The Oversmoothing Fallacy: A Misguided Narrative in GNN Research | MoonJeong Park et.al. | 2506.04653 | null |
| 2025-06-05 | Ignoring Directionality Leads to Compromised Graph Neural Network Explanations | Changsheng Sun et.al. | 2506.04608 | null |
| 2025-06-04 | chemtrain-deploy: A parallel and scalable framework for machine learning potentials in million-atom MD simulations | Paul Fuchs et.al. | 2506.04055 | null |
| 2025-06-04 | Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win | Lorenz Kummer et.al. | 2506.03919 | null |
| 2025-06-04 | Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise Injection | Marcin Kowalczyk et.al. | 2506.03918 | null |
| 2025-06-04 | Graph Neural Networks for Resource Allocation in Multi-Channel Wireless Networks | Lili Chen et.al. | 2506.03813 | null |
| 2025-06-04 | Spatiotemporal Prediction of Electric Vehicle Charging Load Based on Large Language Models | Hang Fan et.al. | 2506.03728 | null |
| 2025-06-04 | DiagNet: Detecting Objects using Diagonal Constraints on Adjacency Matrix of Graph Neural Network | Chong Hyun Lee et.al. | 2506.03571 | null |
| 2025-06-04 | Topology-Aware Graph Neural Network-based State Estimation for PMU-Unobservable Power Systems | Shiva Moshtagh et.al. | 2506.03493 | null |
| 2025-06-03 | Geometric Visual Fusion Graph Neural Networks for Multi-Person Human-Object Interaction Recognition in Videos | Tanqiu Qiao et.al. | 2506.03440 | null |
| 2025-06-03 | Physics and Computing Performance of the EggNet Tracking Pipeline | Jay Chan et.al. | 2506.03415 | null |
| 2025-06-03 | How Explanations Leak the Decision Logic: Stealing Graph Neural Networks via Explanation Alignment | Bin Ma et.al. | 2506.03087 | null |
| 2025-06-03 | Understanding Stability Mechanisms in Single-Atom Alloys with Theory-infused Deep Learning | Yang Huang et.al. | 2506.03031 | null |
| 2025-06-03 | Sheaves Reloaded: A Directional Awakening | Stefano Fiorini et.al. | 2506.02842 | null |
| 2025-06-03 | Combining social relations and interaction data in Recommender System with Graph Convolution Collaborative Filtering | Tin T. Tran et.al. | 2506.02834 | null |
| 2025-06-03 | Joint Optimization based on Two-phase GNN in RIS- and DF-assisted MISO Systems with Fine-grained Rate Demands | Huijun Tang et.al. | 2506.02642 | null |
| 2025-06-03 | HGOT: Self-supervised Heterogeneous Graph Neural Network with Optimal Transport | Yanbei Liu et.al. | 2506.02619 | null |
| 2025-06-03 | Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm | Zhaoyang Li et.al. | 2506.02610 | null |
| 2025-06-03 | HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification | Niklas Kormann et.al. | 2506.02542 | null |
| 2025-06-02 | From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs | Tamara Cucumides et.al. | 2506.02243 | null |
| 2025-06-02 | ReconXF: Graph Reconstruction Attack via Public Feature Explanations on Privatized Node Features and Labels | Rishi Raj Sahoo et.al. | 2506.02134 | null |
| 2025-05-30 | Weisfeiler and Leman Follow the Arrow of Time: Expressive Power of Message Passing in Temporal Event Graphs | Franziska Heeg et.al. | 2505.24438 | null |
| 2025-05-30 | Deep Learning Weather Models for Subregional Ocean Forecasting: A Case Study on the Canary Current Upwelling System | Giovanny C-Londoño et.al. | 2505.24429 | null |
| 2025-05-30 | Heterogeneous Graph Masked Contrastive Learning for Robust Recommendation | Lei Sang et.al. | 2505.24172 | null |
| 2025-05-30 | Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning | Ehtesamul Azim et.al. | 2505.24155 | null |
| 2025-05-30 | Practical Bayes-Optimal Membership Inference Attacks | Marcus Lassila et.al. | 2505.24089 | null |
| 2025-05-29 | Primal-Dual Neural Algorithmic Reasoning | Yu He et.al. | 2505.24067 | null |
| 2025-05-29 | Bridging Source and Target Domains via Link Prediction for Unsupervised Domain Adaptation on Graphs | Yilong Wang et.al. | 2505.24055 | null |
| 2025-05-29 | Cosmology with Topological Deep Learning | Jun-Young Lee et.al. | 2505.23904 | null |
| 2025-05-29 | Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG | Syeda Abeera Amir et.al. | 2505.23669 | null |
| 2025-05-29 | AMBER: Adaptive Mesh Generation by Iterative Mesh Resolution Prediction | Niklas Freymuth et.al. | 2505.23663 | link |
| 2025-05-29 | On Transferring Transferability: Towards a Theory for Size Generalization | Eitan Levin et.al. | 2505.23599 | link |
| 2025-05-29 | Hybrid-Graph Neural Network Method for Muon Fast Reconstruction in Neutrino Telescopes | Cen Mo et.al. | 2505.23425 | null |
| 2025-05-29 | Graph Positional Autoencoders as Self-supervised Learners | Yang Liu et.al. | 2505.23345 | null |
| 2025-05-29 | Equivariant Spherical Transformer for Efficient Molecular Modeling | Junyi An et.al. | 2505.23086 | null |
| 2025-05-29 | Case-Based Reasoning Enhances the Predictive Power of LLMs in Drug-Drug Interaction | Guangyi Liu et.al. | 2505.23034 | null |
| 2025-05-29 | Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations | Juwei Yue et.al. | 2505.23014 | null |
| 2025-05-28 | Hierarchical Material Recognition from Local Appearance | Matthew Beveridge et.al. | 2505.22911 | null |
| 2025-05-29 | Pre-training for Recommendation Unlearning | Guoxuan Chen et.al. | 2505.22649 | link |
| 2025-05-28 | Geometric GNNs for Charged Particle Tracking at GlueX | Ahmed Hossam Mohammed et.al. | 2505.22504 | null |
| 2025-05-28 | Forecasting Multivariate Urban Data via Decomposition and Spatio-Temporal Graph Analysis | Amirhossein Sohrabbeig et.al. | 2505.22474 | null |
| 2025-05-28 | Directed Homophily-Aware Graph Neural Network | Aihu Zhang et.al. | 2505.22362 | null |
| 2025-05-28 | B-XAIC Dataset: Benchmarking Explainable AI for Graph Neural Networks Using Chemical Data | Magdalena Proszewska et.al. | 2505.22252 | null |
| 2025-05-28 | What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning | Gangwei Jiang et.al. | 2505.22148 | null |
| 2025-05-28 | The quest for the GRAph Level autoEncoder (GRALE) | Paul Krzakala et.al. | 2505.22109 | null |
| 2025-05-28 | Graph-Assisted Culturally Adaptable Idiomatic Translation for Indic Languages | Pratik Rakesh Singh et.al. | 2505.21937 | null |
| 2025-05-28 | FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit Design | Asal Mehradfar et.al. | 2505.21923 | null |
| 2025-05-27 | P-DROP: Poisson-Based Dropout for Graph Neural Networks | Hyunsik Yun et.al. | 2505.21783 | null |
| 2025-05-27 | Learning Individual Behavior in Agent-Based Models with Graph Diffusion Networks | Francesco Cozzi et.al. | 2505.21426 | null |
| 2025-05-27 | Graph Neural Network Aided Detection for the Multi-User Multi-Dimensional Index Modulated Uplink | Xinyu Feng et.al. | 2505.21343 | null |
| 2025-05-27 | GSAT: Graph Structure Attention Networks | Farshad Noravesh et.al. | 2505.21288 | null |
| 2025-05-27 | Learnable Kernel Density Estimation for Graphs | Xudong Wang et.al. | 2505.21285 | null |
| 2025-05-27 | HeteroBA: A Structure-Manipulating Backdoor Attack on Heterogeneous Graphs | Honglin Gao et.al. | 2505.21140 | null |
| 2025-05-27 | Dynamical Data for More Efficient and Generalizable Learning: A Case Study in Disordered Elastic Networks | Salman N. Salman et.al. | 2505.21125 | null |
| 2025-05-27 | ReassembleNet: Learnable Keypoints and Diffusion for 2D Fresco Reconstruction | Adeela Islam et.al. | 2505.21117 | null |
| 2025-05-27 | NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation | Yuan Gao et.al. | 2505.21020 | link |
| 2025-05-27 | Efficient Identity and Position Graph Embedding via Spectral-Based Random Feature Aggregation | Meng Qin et.al. | 2505.20992 | null |
| 2025-05-27 | Identifying Super Spreaders in Multilayer Networks | Michał Czuba et.al. | 2505.20980 | null |
| 2025-05-26 | An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks | Jinyan Wang et.al. | 2505.20074 | null |
| 2025-05-26 | Graph Wave Networks | Juwei Yue et.al. | 2505.20034 | null |
| 2025-05-26 | Light distillation for Incremental Graph Convolution Collaborative Filtering | X Fan et.al. | 2505.19810 | null |
| 2025-05-26 | GraphAU-Pain: Graph-based Action Unit Representation for Pain Intensity Estimation | Zhiyu Wang et.al. | 2505.19802 | null |
| 2025-05-26 | Language Model-Enhanced Message Passing for Heterophilic Graph Learning | Wenjun Wang et.al. | 2505.19762 | null |
| 2025-05-26 | STRAP: Spatio-Temporal Pattern Retrieval for Out-of-Distribution Generalization | Haoyu Zhang et.al. | 2505.19547 | null |
| 2025-05-26 | MetaGMT: Improving Actionable Interpretability of Graph Multilinear Networks via Meta-Learning Filtration | Rishabh Bhattacharya et.al. | 2505.19445 | null |
| 2025-05-25 | Chordless Structure: A Pathway to Simple and Expressive GNNs | Hongxu Pan et.al. | 2505.19188 | null |
| 2025-05-25 | HGCL: Hierarchical Graph Contrastive Learning for User-Item Recommendation | Jiawei Xue et.al. | 2505.19020 | null |
| 2025-05-25 | CrosGrpsABS: Cross-Attention over Syntactic and Semantic Graphs for Aspect-Based Sentiment Analysis in a Low-Resource Language | Md. Mithun Hossain et.al. | 2505.19018 | null |
| 2025-05-23 | Early-Exit Graph Neural Networks | Andrea Giuseppe Di Francesco et.al. | 2505.18088 | null |
| 2025-05-23 | ExoGait-MS: Learning Periodic Dynamics with Multi-Scale Graph Network for Exoskeleton Gait Recognition | Lijiang Liu et.al. | 2505.18018 | null |
| 2025-05-23 | Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding | Manuel Lecha et.al. | 2505.17939 | null |
| 2025-05-23 | TopoPoint: Enhance Topology Reasoning via Endpoint Detection in Autonomous Driving | Yanping Fu et.al. | 2505.17771 | null |
| 2025-05-23 | A Network Science Approach to Granular Time Series Segmentation | Ivana Kesić et.al. | 2505.17640 | null |
| 2025-05-23 | Dynamic Text Bundling Supervision for Zero-Shot Inference on Text-Attributed Graphs | Yusheng Zhao et.al. | 2505.17599 | null |
| 2025-05-23 | Graph Mamba for Efficient Whole Slide Image Understanding | Jiaxuan Lu et.al. | 2505.17457 | null |
| 2025-05-23 | Are GNNs Worth the Effort for IoT Botnet Detection? A Comparative Study of VAE-GNN vs. ViT-MLP and VAE-MLP Approaches | Hassan Wasswa et.al. | 2505.17363 | null |
| 2025-05-23 | Graph Attention Neural Network for Botnet Detection: Evaluating Autoencoder, VAE and PCA-Based Dimension Reduction | Hassan Wasswa et.al. | 2505.17357 | null |
| 2025-05-22 | Model-Free Graph Data Selection under Distribution Shift | Ting-Wei Li et.al. | 2505.17293 | null |
| 2025-05-22 | A Comprehensive Evaluation of Contemporary ML-Based Solvers for Combinatorial Optimization | Shengyu Feng et.al. | 2505.16952 | null |
| 2025-05-22 | Unsupervised Prompting for Graph Neural Networks | Peyman Baghershahi et.al. | 2505.16903 | null |
| 2025-05-22 | Structure-Aligned Protein Language Model | Can Chen et.al. | 2505.16896 | null |
| 2025-05-22 | Statistical Test for Saliency Maps of Graph Neural Networks via Selective Inference | Shuichi Nishino et.al. | 2505.16893 | null |
| 2025-05-22 | Backward Oversmoothing: why is it hard to train deep Graph Neural Networks? | Nicolas Keriven et.al. | 2505.16736 | null |
| 2025-05-22 | Joint Relational Database Generation via Graph-Conditional Diffusion Models | Mohamed Amine Ketata et.al. | 2505.16527 | null |
| 2025-05-22 | Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization | Robbert Reijnen et.al. | 2505.16471 | link |
| 2025-05-22 | Conf-GNNRec: Quantifying and Calibrating the Prediction Confidence for GNN-based Recommendation Methods | Meng Yan et.al. | 2505.16466 | null |
| 2025-05-22 | Privacy-Aware Cyberterrorism Network Analysis using Graph Neural Networks and Federated Learning | Anas Ali et.al. | 2505.16371 | null |
| 2025-05-22 | Graph Attention Network for Optimal User Association in Wireless Networks | Javad Mirzaei et.al. | 2505.16347 | null |
| 2025-05-21 | Higher-order Structure Boosts Link Prediction on Temporal Graphs | Jingzhe Liu et.al. | 2505.15746 | null |
| 2025-05-21 | Graph Conditional Flow Matching for Relational Data Generation | Davide Scassola et.al. | 2505.15668 | null |
| 2025-05-21 | Relationship Analysis of Image-Text Pair in SNS Posts | Takuto Nabeoka et.al. | 2505.15629 | null |
| 2025-05-21 | HOPSE: Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations | Martin Carrasco et.al. | 2505.15405 | null |
| 2025-05-21 | Piecewise-linear Ricci curvature flows on weighted graphs | Jicheng Ma et.al. | 2505.15395 | null |
| 2025-05-21 | GCNT: Graph-Based Transformer Policies for Morphology-Agnostic Reinforcement Learning | Yingbo Luo et.al. | 2505.15211 | null |
| 2025-05-21 | Leveraging Foundation Models for Multimodal Graph-Based Action Recognition | Fatemeh Ziaeetabar et.al. | 2505.15192 | null |
| 2025-05-21 | NeuBM: Mitigating Model Bias in Graph Neural Networks through Neutral Input Calibration | Jiawei Gu et.al. | 2505.15180 | null |
| 2025-05-21 | SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps | Jiawei Gu et.al. | 2505.15177 | null |
| 2025-05-21 | EC-LDA : Label Distribution Inference Attack against Federated Graph Learning with Embedding Compression | Tong Cheng et.al. | 2505.15140 | null |
| 2025-05-20 | Adverseness vs. Equilibrium: Exploring Graph Adversarial Resilience through Dynamic Equilibrium | Xinxin Fan et.al. | 2505.14463 | null |
| 2025-05-20 | Robustness Evaluation of Graph-based News Detection Using Network Structural Information | Xianghua Zeng et.al. | 2505.14453 | null |
| 2025-05-20 | Solving Unit Commitment Problems with Graph Neural Network based Initial Commitment Prediction and Large Neighborhood Search | Linfeng Yang et.al. | 2505.14408 | null |
| 2025-05-20 | Nonparametric Teaching for Graph Property Learners | Chen Zhang et.al. | 2505.14170 | link |
| 2025-05-20 | Unsupervised Graph Clustering with Deep Structural Entropy | Jingyun Zhang et.al. | 2505.14040 | null |
| 2025-05-20 | Partition-wise Graph Filtering: A Unified Perspective Through the Lens of Graph Coarsening | Guoming Li et.al. | 2505.14033 | null |
| 2025-05-20 | Towards Comprehensive and Prerequisite-Free Explainer for Graph Neural Networks | Han Zhang et.al. | 2505.14005 | null |
| 2025-05-19 | Finding Maximum Independent Sets in Dynamic Graphs using Unsupervised Learning | Devendra Parkar et.al. | 2505.13754 | null |
| 2025-05-19 | Graph Alignment for Benchmarking Graph Neural Networks and Learning Positional Encodings | Adrien Lagesse et.al. | 2505.13087 | null |
| 2025-05-19 | Power Allocation for Delay Optimization in Device-to-Device Networks: A Graph Reinforcement Learning Approach | Hao Fang et.al. | 2505.12902 | null |
| 2025-05-19 | AdS-GNN – a Conformally Equivariant Graph Neural Network | Maksim Zhdanov et.al. | 2505.12880 | null |
| 2025-05-19 | Pave Your Own Path: Graph Gradual Domain Adaptation on Fused Gromov-Wasserstein Geodesics | Zhichen Zeng et.al. | 2505.12709 | null |
| 2025-05-19 | scSiameseClu: A Siamese Clustering Framework for Interpreting single-cell RNA Sequencing Data | Ping Xu et.al. | 2505.12626 | null |
| 2025-05-19 | Adaptive Graph Unlearning | Pengfei Ding et.al. | 2505.12614 | null |
| 2025-05-18 | LM $^2$ otifs : An Explainable Framework for Machine-Generated Texts Detection | Xu Zheng et.al. | 2505.12507 | null |
| 2025-05-18 | Addressing the Scarcity of Benchmarks for Graph XAI | Michele Fontanesi et.al. | 2505.12437 | null |
| 2025-05-18 | It Takes a Graph to Know a Graph: Rewiring for Homophily with a Reference Graph | Harel Mendelman et.al. | 2505.12411 | null |
| 2025-05-18 | LLM-CoT Enhanced Graph Neural Recommendation with Harmonized Group Policy Optimization | Hailong Luo et.al. | 2505.12396 | null |
| 2025-05-16 | Finding Counterfactual Evidences for Node Classification | Dazhuo Qiu et.al. | 2505.11396 | null |
| 2025-05-16 | What Can We Learn From MIMO Graph Convolutions? | Andreas Roth et.al. | 2505.11346 | null |
| 2025-05-16 | The Final Layer Holds the Key: A Unified and Efficient GNN Calibration Framework | Jincheng Huang et.al. | 2505.11335 | null |
| 2025-05-16 | Graph Representational Learning: When Does More Expressivity Hurt Generalization? | Sohir Maskey et.al. | 2505.11298 | null |
| 2025-05-16 | Unfolded Deep Graph Learning for Networked Over-the-Air Computation | Xiao Tang et.al. | 2505.11248 | null |
| 2025-05-16 | Learning traffic flows: Graph Neural Networks for Metamodelling Traffic Assignment | Oskar Bohn Lassen et.al. | 2505.11230 | null |
| 2025-05-16 | IssueCourier: Multi-Relational Heterogeneous Temporal Graph Neural Network for Open-Source Issue Assignment | Chunying Zhou et.al. | 2505.11205 | null |
| 2025-05-16 | Covariance Density Neural Networks | Om Roy et.al. | 2505.11139 | null |
| 2025-05-16 | Halting Recurrent GNNs and the Graded $μ$ -Calculus | Jeroen Bollen et.al. | 2505.11050 | null |
| 2025-05-16 | Relational Graph Transformer | Vijay Prakash Dwivedi et.al. | 2505.10960 | null |
| 2025-05-15 | Schreier-Coset Graph Propagation | Aryan Mishra et.al. | 2505.10392 | null |
| 2025-05-15 | Context-aware collaborative pushing of heavy objects using skeleton-based intention prediction | Gokhan Solak et.al. | 2505.10239 | null |
| 2025-05-15 | Advancing Community Detection with Graph Convolutional Neural Networks: Bridging Topological and Attributive Cohesion | Anjali de Silva et.al. | 2505.10197 | link |
| 2025-05-15 | Instance-Prototype Affinity Learning for Non-Exemplar Continual Graph Learning | Lei Song et.al. | 2505.10040 | null |
| 2025-05-14 | Distance-aware Self-adaptive Graph Convolution for Fine-grained Hierarchical Recommendation | Tao Huang et.al. | 2505.09590 | link |
| 2025-05-14 | Rhomboid Tiling for Geometric Graph Deep Learning | Yipeng Zhang et.al. | 2505.09586 | null |
| 2025-05-14 | Efficient Mixed Precision Quantization in Graph Neural Networks | Samir Moustafa et.al. | 2505.09361 | link |
| 2025-05-14 | MUST: Multi-Scale Structural-Temporal Link Prediction Model for UAV Ad Hoc Networks | Cunlai Pu et.al. | 2505.09331 | link |
| 2025-05-14 | Quotient Complex Transformer (QCformer) for Perovskite Data Analysis | Xinyu You et.al. | 2505.09174 | null |
| 2025-05-14 | WSCIF: A Weakly-Supervised Color Intelligence Framework for Tactical Anomaly Detection in Surveillance Keyframes | Wei Meng et.al. | 2505.09129 | null |
| 2025-05-13 | DyGSSM: Multi-view Dynamic Graph Embeddings with State Space Model Gradient Update | Bizhan Alipour Pijan et.al. | 2505.09017 | null |
| 2025-05-13 | GNN-based Precoder Design and Fine-tuning for Cell-free Massive MIMO with Real-world CSI | Tianzheng Miao et.al. | 2505.08788 | null |
| 2025-05-14 | WaveGuard: Robust Deepfake Detection and Source Tracing via Dual-Tree Complex Wavelet and Graph Neural Networks | Ziyuan He et.al. | 2505.08614 | link |
| 2025-05-13 | SAR-GTR: Attributed Scattering Information Guided SAR Graph Transformer Recognition Algorithm | Xuying Xiong et.al. | 2505.08547 | null |
| 2025-05-13 | SpecSphere: Dual-Pass Spectral-Spatial Graph Neural Networks with Certified Robustness | Yoonhyuk Choi et.al. | 2505.08320 | null |
| 2025-05-13 | Open the Eyes of MPNN: Vision Enhances MPNN in Link Prediction | Yanbin Wei et.al. | 2505.08266 | null |
| 2025-05-13 | LLM Enhancers for GNNs: An Analysis from the Perspective of Causal Mechanism Identification | Hang Gao et.al. | 2505.08265 | null |
| 2025-05-13 | $\mathcal{H}$ -HIGNN: A Scalable Graph Neural Network Framework with Hierarchical Matrix Acceleration for Simulation of Large-Scale Particulate Suspensions | Zhan Ma et.al. | 2505.08174 | null |
| 2025-05-13 | Hyperbolic Contrastive Learning with Model-augmentation for Knowledge-aware Recommendation | Shengyin Sun et.al. | 2505.08157 | null |
| 2025-05-12 | Equivariant graph neural network surrogates for predicting the properties of relaxed atomic configurations | Jamie Holber et.al. | 2505.08121 | null |
| 2025-05-12 | The Correspondence Between Bounded Graph Neural Networks and Fragments of First-Order Logic | Bernardo Cuenca Grau et.al. | 2505.08021 | null |
| 2025-05-12 | A class of distributed automata that contains the modal mu-fragment | Veeti Ahvonen et.al. | 2505.07816 | null |
| 2025-05-12 | Synthesizing Diverse Network Flow Datasets with Scalable Dynamic Multigraph Generation | Arya Grayeli et.al. | 2505.07777 | null |
| 2025-05-12 | Tagging fully hadronic exotic decays of the vectorlike $\mathbf{B}$ quark using a graph neural network | Jai Bardhan et.al. | 2505.07769 | null |
| 2025-05-12 | Joint Graph Convolution and Sequential Modeling for Scalable Network Traffic Estimation | Nan Jiang et.al. | 2505.07674 | null |
| 2025-05-12 | Generating Skyline Explanations for Graph Neural Networks | Dazhuo Qiu et.al. | 2505.07635 | null |
| 2025-05-12 | Wireless Link Scheduling with State-Augmented Graph Neural Networks | Romina Garcia Camargo et.al. | 2505.07598 | null |
| 2025-05-12 | EAGLE: Contrastive Learning for Efficient Graph Anomaly Detection | Jing Ren et.al. | 2505.07508 | null |
| 2025-05-12 | Integrating Machine Learning with Triboelectric Nanogenerators: Optimizing Electrode Materials and Doping Strategies for Intelligent Energy Harves | Guanping Xu et.al. | 2505.07414 | null |
| 2025-05-12 | HAMLET: Healthcare-focused Adaptive Multilingual Learning Embedding-based Topic Modeling | Hajar Sakai et.al. | 2505.07157 | null |
| 2025-05-13 | COMRECGC: Global Graph Counterfactual Explainer through Common Recourse | Gregoire Fournier et.al. | 2505.07081 | null |
| 2025-05-09 | A Noise-Resilient Semi-Supervised Graph Autoencoder for Overlapping Semantic Community Detection | Abdelfateh Bekkair et.al. | 2505.05965 | null |
| 2025-05-09 | Rethinking Graph Out-Of-Distribution Generalization: A Learnable Random Walk Perspective | Henan Sun et.al. | 2505.05785 | null |
| 2025-05-08 | Fast and Fourier Features for Transfer Learning of Interatomic Potentials | Pietro Novelli et.al. | 2505.05652 | null |
| 2025-05-08 | Recent results of (semi)leptonic decays of charm hadrons at BESIII | Xiang Pan et.al. | 2505.05123 | null |
| 2025-05-08 | Graph Neural Network Aided Deep Reinforcement Learning for Resource Allocation in Dynamic Terahertz UAV Networks | Zhifeng Hu et.al. | 2505.04981 | null |
| 2025-05-08 | Physics-Assisted and Topology-Informed Deep Learning for Weather Prediction | Jiaqi Zheng et.al. | 2505.04918 | link |
| 2025-05-08 | GCN-Based Throughput-Oriented Handover Management in Dense 5G Vehicular Networks | Nazanin Mehregan et.al. | 2505.04894 | null |
| 2025-05-08 | Network Digital Twin for Route Optimization in 5G/B5G Transport Slicing with What-If Analysis | Rebecca Aben-Athar et.al. | 2505.04879 | null |
| 2025-05-08 | Accurate Prediction of Sequential Tensor Properties Using Equivariant Graph Neural Network | Ting-Wei Hsu et.al. | 2505.04862 | null |
| 2025-05-07 | Piecewise Constant Spectral Graph Neural Network | Vahan Martirosyan et.al. | 2505.04808 | null |
| 2025-05-07 | Multi-Granular Attention based Heterogeneous Hypergraph Neural Network | Hong Jin et.al. | 2505.04340 | null |
| 2025-05-07 | HDiffTG: A Lightweight Hybrid Diffusion-Transformer-GCN Architecture for 3D Human Pose Estimation | Yajie Fu et.al. | 2505.04276 | link |
| 2025-05-07 | STRGCN: Capturing Asynchronous Spatio-Temporal Dependencies for Irregular Multivariate Time Series Forecasting | Yulong Wang et.al. | 2505.04167 | null |
| 2025-05-07 | Plexus: Taming Billion-edge Graphs with 3D Parallel GNN Training | Aditya K. Ranjan et.al. | 2505.04083 | null |
| 2025-05-06 | Modal Decomposition and Identification for a Population of Structures Using Physics-Informed Graph Neural Networks and Transformers | Xudong Jian et.al. | 2505.04018 | null |
| 2025-05-06 | Decentralized Distributed Proximal Policy Optimization (DD-PPO) for High Performance Computing Scheduling on Multi-User Systems | Matthew Sgambati et.al. | 2505.03946 | null |
| 2025-05-06 | GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype | Changxi Chi et.al. | 2505.03853 | null |
| 2025-05-06 | Event-Triggered GAT-LSTM Framework for Attack Detection in Heating, Ventilation, and Air Conditioning Systems | Zhenan Feng et.al. | 2505.03559 | null |
| 2025-05-06 | Framework GNN-AID: Graph Neural Network Analysis Interpretation and Defense | Kirill Lukyanov et.al. | 2505.03424 | link |
| 2025-05-06 | GNN-enabled Precoding for Massive MIMO LEO Satellite Communications | Huibin Zhou et.al. | 2505.03311 | null |
| 2025-05-06 | HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems | Ibne Farabi Shihab et.al. | 2505.03140 | null |
| 2025-05-06 | HCOA: Hierarchical Class-ordered A for Navigation in Semantic Environments | Evangelos Psomiadis et.al. | 2505.03128 | null |
| 2025-05-06 | STG: Spatiotemporal Graph Neural Network with Fusion and Spatiotemporal Decoupling Learning for Prognostic Prediction of Colorectal Cancer Liver Metastasis | Yiran Zhu et.al. | 2505.03123 | null |
| 2025-05-05 | Graph Neural Network-Based Reinforcement Learning for Controlling Biological Networks: The GATTACA Framework | Andrzej Mizera et.al. | 2505.02712 | link |
| 2025-05-05 | Grasp the Graph (GtG) 2.0: Ensemble of GNNs for High-Precision Grasp Pose Detection in Clutter | Ali Rashidi Moghadam et.al. | 2505.02664 | null |
| 2025-05-05 | Rethinking Federated Graph Learning: A Data Condensation Perspective | Hao Zhang et.al. | 2505.02573 | null |
| 2025-05-05 | Robustness questions the interpretability of graph neural networks: what to do? | Kirill Lukyanov et.al. | 2505.02566 | null |
| 2025-05-05 | Machine-learning interatomic potentials from a users perspective: A comparison of accuracy, speed and data efficiency | Niklas Leimeroth et.al. | 2505.02503 | null |
| 2025-05-05 | Estimating Commonsense Scene Composition on Belief Scene Graphs | Mario A. V. Saucedo et.al. | 2505.02405 | null |
| 2025-05-04 | RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation | Jingxiang Qu et.al. | 2505.02247 | null |
| 2025-05-04 | Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data | Zhong Guan et.al. | 2505.02130 | link |
| 2025-05-04 | TeMTG: Text-Enhanced Multi-Hop Temporal Graph Modeling for Audio-Visual Video Parsing | Yaru Chen et.al. | 2505.02096 | null |
| 2025-05-04 | Wide & Deep Learning for Node Classification | Yancheng Chen et.al. | 2505.02020 | null |
| 2025-05-02 | MultiGran-STGCNFog: Towards Accurate and High-Throughput Inference for Multi-Granular Spatiotemporal Traffic Forecasting | Zhaoyan Wang et.al. | 2505.01279 | null |
| 2025-05-02 | Qracle: A Graph-Neural-Network-based Parameter Initializer for Variational Quantum Eigensolvers | Chi Zhang et.al. | 2505.01236 | null |
| 2025-05-02 | 3D Human Pose Estimation via Spatial Graph Order Attention and Temporal Body Aware Transformer | Kamel Aouaidjia et.al. | 2505.01003 | null |
| 2025-05-02 | Graph Neural Network-based structural classification of glass-forming liquids and its interpretation via Self-Attention mechanism | Kohei Yoshikawa et.al. | 2505.00993 | null |
| 2025-05-02 | Identifying Root Cause of bugs by Capturing Changed Code Lines with Relational Graph Neural Networks | Jiaqi Zhang et.al. | 2505.00990 | null |
| 2025-05-02 | SA-GAT-SR: Self-Adaptable Graph Attention Networks with Symbolic Regression for high-fidelity material property prediction | Liu Junchi et.al. | 2505.00625 | link |
| 2025-05-01 | TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching | Yue Meng et.al. | 2505.00562 | link |
| 2025-05-01 | Graph Spectral Filtering with Chebyshev Interpolation for Recommendation | Chanwoo Kim et.al. | 2505.00552 | null |
| 2025-05-01 | DeepSTA: A Spatial-Temporal Attention Network for Logistics Delivery Timely Rate Prediction in Anomaly Conditions | Jinhui Yi et.al. | 2505.00402 | null |
| 2025-05-01 | From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks | Jie Yang et.al. | 2505.00364 | null |
| 2025-05-01 | Temporal Attention Evolutional Graph Convolutional Network for Multivariate Time Series Forecasting | Xinlong Zhao et.al. | 2505.00302 | null |
| 2025-05-01 | Repetition Makes Perfect: Recurrent Sum-GNNs Match Message Passing Limit | Eran Rosenbluth et.al. | 2505.00291 | null |
| 2025-05-01 | Graph Privacy: A Heterogeneous Federated GNN for Trans-Border Financial Data Circulation | Zhizhong Tan et.al. | 2505.00257 | null |
| 2025-04-30 | Scalable Multi-Task Learning for Particle Collision Event Reconstruction with Heterogeneous Graph Neural Networks | William Sutcliffe et.al. | 2504.21844 | null |
| 2025-04-30 | MAGNET: an open-source library for mesh agglomeration by Graph Neural Networks | Paola F. Antonietti et.al. | 2504.21780 | null |
| 2025-04-30 | ABG-NAS: Adaptive Bayesian Genetic Neural Architecture Search for Graph Representation Learning | Sixuan Wang et.al. | 2504.21254 | null |
| 2025-04-30 | Database and deep-learning scalability of anharmonic phonon properties by automated brute-force first-principles calculations | Masato Ohnishi et.al. | 2504.21245 | null |
| 2025-04-29 | FedHERO: A Federated Learning Approach for Node Classification Task on Heterophilic Graphs | Zihan Chen et.al. | 2504.21206 | null |
| 2025-04-29 | Artificial Intelligence for Personalized Prediction of Alzheimer’s Disease Progression: A Survey of Methods, Data Challenges, and Future Directions | Gulsah Hancerliogullari Koksalmis et.al. | 2504.21189 | null |
| 2025-04-29 | LIFT: LLM-Based Pragma Insertion for HLS via GNN Supervised Fine-Tuning | Neha Prakriya et.al. | 2504.21187 | null |
| 2025-04-29 | QAOA Parameter Transferability for Maximum Independent Set using Graph Attention Networks | Hanjing Xu et.al. | 2504.21135 | null |
| 2025-04-29 | Dual Explanations via Subgraph Matching for Malware Detection | Hossein Shokouhinejad et.al. | 2504.20904 | null |
| 2025-04-30 | Quantifying the Noise of Structural Perturbations on Graph Adversarial Attacks | Junyuan Fang et.al. | 2504.20869 | null |
| 2025-04-29 | Mitigating the Structural Bias in Graph Adversarial Defenses | Junyuan Fang et.al. | 2504.20848 | null |
| 2025-04-29 | DB-GNN: Dual-Branch Graph Neural Network with Multi-Level Contrastive Learning for Jointly Identifying Within- and Cross-Frequency Coupled Brain Networks | Xiang Wang et.al. | 2504.20744 | null |
| 2025-04-29 | Learning a General Model: Folding Clothing with Topological Dynamics | Yiming Liu et.al. | 2504.20720 | null |
| 2025-04-29 | SFi-Former: Sparse Flow Induced Attention for Graph Transformer | Zhonghao Li et.al. | 2504.20666 | null |
| 2025-04-29 | Triadic Closure-Heterogeneity-Harmony GCN for Link Prediction | Ke-ke Shang et.al. | 2504.20492 | null |
| 2025-04-29 | Understanding GNNs and Homophily in Dynamic Node Classification | Michael Ito et.al. | 2504.20421 | null |
| 2025-04-29 | Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs | Paiheng Xu et.al. | 2504.20406 | null |
| 2025-04-28 | Generative Diffusion Models for Resource Allocation in Wireless Networks | Yigit Berkay Uslu et.al. | 2504.20277 | null |
| 2025-04-28 | Graph Neural Network Prediction of Nonlinear Optical Properties | Yomn Alkabakibi et.al. | 2504.19987 | null |
| 2025-04-29 | Transfer Learning Under High-Dimensional Network Convolutional Regression Model | Liyuan Wang et.al. | 2504.19979 | null |
| 2025-04-28 | HOIGaze: Gaze Estimation During Hand-Object Interactions in Extended Reality Exploiting Eye-Hand-Head Coordination | Zhiming Hu et.al. | 2504.19828 | null |
| 2025-04-28 | Hierarchical Uncertainty-Aware Graph Neural Network | Yoonhyuk Choi et.al. | 2504.19820 | null |
| 2025-04-28 | Heterophily-informed Message Passing | Haishan Wang et.al. | 2504.19785 | null |
| 2025-04-28 | Learning Efficiency Meets Symmetry Breaking | Yingbin Bai et.al. | 2504.19738 | null |
| 2025-04-28 | Explaining Vision GNNs: A Semantic and Visual Analysis of Graph-based Image Classification | Nikolaos Chaidos et.al. | 2504.19682 | null |
| 2025-04-28 | Intelligent4DSE: Optimizing High-Level Synthesis Design Space Exploration with Graph Neural Networks and Large Language Models | Lei Xu et.al. | 2504.19649 | null |
| 2025-04-28 | A Universal Spin-Orbit-Coupled Hamiltonian Model for Accelerated Quantum Material Discovery | Yang Zhong et.al. | 2504.19586 | null |
| 2025-04-28 | Graph Reinforcement Learning for QoS-Aware Load Balancing in Open Radio Access Networks | Omid Semiari et.al. | 2504.19499 | null |
| 2025-04-25 | Testing Individual Fairness in Graph Neural Networks | Roya Nasiri et.al. | 2504.18353 | null |
| 2025-04-25 | Efficient Learning on Large Graphs using a Densifying Regularity Lemma | Jonathan Kouchly et.al. | 2504.18273 | null |
| 2025-04-25 | Multi-Grained Compositional Visual Clue Learning for Image Intent Recognition | Yin Tang et.al. | 2504.18201 | null |
| 2025-04-25 | Efficient GNN Training Through Structure-Aware Randomized Mini-Batching | Vignesh Balaji et.al. | 2504.18082 | null |
| 2025-04-25 | POET: Prompt Offset Tuning for Continual Human Action Adaptation | Prachi Garg et.al. | 2504.18059 | null |
| 2025-04-25 | TGDT: A Temporal Graph-based Digital Twin for Urban Traffic Corridors | Nooshin Yousefzadeh et.al. | 2504.18008 | null |
| 2025-04-24 | Unveiling the Hidden: Movie Genre and User Bias in Spoiler Detection | Haokai Zhang et.al. | 2504.17834 | null |
| 2025-04-24 | MSGCN: Multiplex Spatial Graph Convolution Network for Interlayer Link Weight Prediction | Steven E. Wilson et.al. | 2504.17749 | null |
| 2025-04-24 | Mitigating xApp conflicts for efficient network slicing in 6G O-RAN: a graph convolutional-based attention network approach | Sihem Bakri et.al. | 2504.17590 | null |
| 2025-04-24 | RAGAT-Mind: A Multi-Granular Modeling Approach for Rumor Detection Based on MindSpore | Zhenkai Qin et.al. | 2504.17574 | null |
| 2025-04-24 | Combining GCN Structural Learning with LLM Chemical Knowledge for or Enhanced Virtual Screening | Radia Berreziga et.al. | 2504.17497 | null |
| 2025-04-24 | Prototype-enhanced prediction in graph neural networks for climate applications | Nawid Keshtmand et.al. | 2504.17492 | null |
| 2025-04-24 | HeRB: Heterophily-Resolved Structure Balancer for Graph Neural Networks | Ke-Jia Chen et.al. | 2504.17276 | null |
| 2025-04-23 | Discovering the Precursors of Traffic Breakdowns Using Spatiotemporal Graph Attribution Networks | Zhaobin Mo et.al. | 2504.17109 | null |
| 2025-04-23 | WiFi based Human Fall and Activity Recognition using Transformer based Encoder Decoder and Graph Neural Networks | Younggeol Cho et.al. | 2504.16655 | null |
| 2025-04-23 | Disentangled Graph Representation Based on Substructure-Aware Graph Optimal Matching Kernel Convolutional Networks | Mao Wang et.al. | 2504.16360 | null |
| 2025-04-22 | On the Consistency of GNN Explanations for Malware Detection | Hossein Shokouhinejad et.al. | 2504.16316 | null |
| 2025-04-22 | Differentiable graph neural network simulator for forward and inverse modeling of multi-layered slope system with multiple material properties | Yongjin Choi et.al. | 2504.15938 | null |
| 2025-04-22 | ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion | Xiang Li et.al. | 2504.15920 | null |
| 2025-04-22 | GraphEdge: Dynamic Graph Partition and Task Scheduling for GNNs Computing in Edge Network | Wenjing Xiao et.al. | 2504.15905 | null |
| 2025-04-22 | Learning Dynamic Graphs via Tensorized and Lightweight Graph Convolutional Networks | Minglian Han et.al. | 2504.15613 | null |
| 2025-04-22 | RiskNet: Interaction-Aware Risk Forecasting for Autonomous Driving in Long-Tail Scenarios | Qichao Liu et.al. | 2504.15541 | null |
| 2025-04-21 | Measuring Interest Group Positions on Legislation: An AI-Driven Analysis of Lobbying Reports | Jiseon Kim et.al. | 2504.15333 | null |
| 2025-04-21 | The Iterative Chainlet Partitioning Algorithm for the Traveling Salesman Problem with Drone and Neural Acceleration | Jae Hyeok Lee et.al. | 2504.15147 | null |
| 2025-04-21 | Mitigating Degree Bias in Graph Representation Learning with Learnable Structural Augmentation and Structural Self-Attention | Van Thuy Hoang et.al. | 2504.15075 | null |
| 2025-04-21 | Rhythm of Opinion: A Hawkes-Graph Framework for Dynamic Propagation Analysis | Yulong Li et.al. | 2504.15072 | null |
| 2025-04-21 | Edge-boosted graph learning for functional brain connectivity analysis | David Yang et.al. | 2504.14796 | null |
| 2025-04-20 | Uncovering Issues in the Radio Access Network by Looking at the Neighbors | José Suárez-Varela et.al. | 2504.14686 | null |
| 2025-04-20 | LBM-GNN: Graph Neural Network Enhanced Lattice Boltzmann Method | Yue Li et.al. | 2504.14494 | null |
| 2025-04-20 | Beamforming Design and Association Scheme for Multi-RIS Multi-User mmWave Systems Through Graph Neural Networks | Mengbing Liu et.al. | 2504.14464 | null |
| 2025-04-19 | Integrating Single-Cell Foundation Models with Graph Neural Networks for Drug Response Prediction | Till Rossner et.al. | 2504.14361 | null |
| 2025-04-19 | CHAINSFORMER: Numerical Reasoning on Knowledge Graphs from a Chain Perspective | Ze Zhao et.al. | 2504.14282 | null |
| 2025-04-19 | Dual-channel Heterophilic Message Passing for Graph Fraud Detection | Wenxin Zhang et.al. | 2504.14205 | null |
| 2025-04-18 | On the Relationship Between Robustness and Expressivity of Graph Neural Networks | Lorenz Kummer et.al. | 2504.13786 | null |
| 2025-04-18 | Bake Two Cakes with One Oven: RL for Defusing Popularity Bias and Cold-start in Third-Party Library Recommendations | Minh Hoang Vuong et.al. | 2504.13772 | null |
| 2025-04-18 | Equi-Euler GraphNet: An Equivariant, Temporal-Dynamics Informed Graph Neural Network for Dual Force and Trajectory Prediction in Multi-Body Systems | Vinay Sharma et.al. | 2504.13768 | null |
| 2025-04-18 | Adaptive Long-term Embedding with Denoising and Augmentation for Recommendation | Zahra Akhlaghi et.al. | 2504.13614 | null |
| 2025-04-18 | ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph Representation | Bowen Liu et.al. | 2504.13599 | null |
| 2025-04-18 | Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs | Shenzhi Yang et.al. | 2504.13429 | null |
| 2025-04-18 | Simplifying Graph Convolutional Networks with Redundancy-Free Neighbors | Jielong LuZhihao Wu et.al. | 2504.13426 | null |
| 2025-04-17 | Graph Learning at Scale: Characterizing and Optimizing Pre-Propagation GNNs | Zichao Yue et.al. | 2504.13266 | null |
| 2025-04-17 | Inference-friendly Graph Compression for Graph Neural Networks | Yangxin Fan et.al. | 2504.13034 | null |
| 2025-04-17 | Explainable Scene Understanding with Qualitative Representations and Graph Neural Networks | Nassim Belmecheri et.al. | 2504.12817 | null |
| 2025-04-17 | Hierarchical Vector Quantized Graph Autoencoder with Annealing-Based Code Selection | Long Zeng et.al. | 2504.12715 | link |
| 2025-04-17 | Uncertainty Quantification in Graph Neural Networks with Shallow Ensembles | Tirtha Vinchurkar et.al. | 2504.12627 | null |
| 2025-04-16 | Integrating Structural and Semantic Signals in Text-Attributed Graphs with BiGTex | Azadeh Beiranvand et.al. | 2504.12474 | null |
| 2025-04-16 | Balancing Graph Embedding Smoothness in Self-Supervised Learning via Information-Theoretic Decomposition | Heesoo Jung et.al. | 2504.12011 | null |
| 2025-04-16 | A Graph-Based Reinforcement Learning Approach with Frontier Potential Based Reward for Safe Cluttered Environment Exploration | Gabriele Calzolari et.al. | 2504.11907 | null |
| 2025-04-16 | HyperSAT: Unsupervised Hypergraph Neural Networks for Weighted MaxSAT Problems | Qiyue Chen et.al. | 2504.11885 | null |
| 2025-04-16 | Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID Graphs | Kishan Gurumurthy et.al. | 2504.11808 | null |
| 2025-04-16 | Extended Short- and Long-Range Mesh Learning for Fast and Generalized Garment Simulation | Aoran Liu et.al. | 2504.11763 | null |
| 2025-04-16 | Clustering and analysis of user behaviour in blockchain: A case study of Planet IX | Dorottya Zelenyanszki et.al. | 2504.11702 | null |
| 2025-04-16 | H $^3$ GNNs: Harmonizing Heterophily and Homophily in GNNs via Joint Structural Node Encoding and Self-Supervised Learning | Rui Xue et.al. | 2504.11699 | null |
| 2025-04-15 | Graph-Driven Multimodal Feature Learning Framework for Apparent Personality Assessment | Kangsheng Wang et.al. | 2504.11515 | null |
| 2025-04-15 | Network Alignment | Rui Tang et.al. | 2504.11367 | null |
| 2025-04-15 | Accurate Machine Learning Interatomic Potentials for Polyacene Molecular Crystals: Application to Single Molecule Host-Guest Systems | Burak Gurlek et.al. | 2504.11224 | null |
| 2025-04-15 | Scalable Transceiver Design for Multi-User Communication in FDD Massive MIMO Systems via Deep Learning | Lin Zhu et.al. | 2504.11162 | null |
| 2025-04-15 | Visual Re-Ranking with Non-Visual Side Information | Gustav Hanning et.al. | 2504.11134 | null |
| 2025-04-15 | AI-guided Antibiotic Discovery Pipeline from Target Selection to Compound Identification | Maximilian G. Schuh et.al. | 2504.11091 | null |
| 2025-04-15 | Why am I seeing this? Towards recognizing social media recommender systems with missing recommendations | Sabrina Guidotti et.al. | 2504.11000 | null |
| 2025-04-15 | Transfer Learning for Temporal Link Prediction | Ayan Chatterjee et.al. | 2504.10925 | null |
| 2025-04-15 | Towards A Universal Graph Structural Encoder | Jialin Chen et.al. | 2504.10917 | null |
| 2025-04-14 | Optimizing Data Distribution and Kernel Performance for Efficient Training of Chemistry Foundation Models: A Case Study with MACE | Jesun Firoz et.al. | 2504.10700 | null |
| 2025-04-14 | MatterTune: An Integrated, User-Friendly Platform for Fine-Tuning Atomistic Foundation Models to Accelerate Materials Simulation and Discovery | Lingyu Kong et.al. | 2504.10655 | null |
| 2025-04-14 | Invariance Matters: Empowering Social Recommendation via Graph Invariant Learning | Yonghui Yang et.al. | 2504.10432 | null |
| 2025-04-14 | AI-Driven Code Refactoring: Using Graph Neural Networks to Enhance Software Maintainability | Gopichand Bandarupalli et.al. | 2504.10412 | null |
| 2025-04-14 | GNN-ACLP: Graph Neural Networks based Analog Circuit Link Prediction | Guanyuan Pan et.al. | 2504.10240 | null |
| 2025-04-14 | Learning to Beamform for Cooperative Localization and Communication: A Link Heterogeneous GNN-Based Approach | Lixiang Lian et.al. | 2504.10060 | null |
| 2025-04-14 | COUNTER: Cluster GCN based Energy Efficient Resource Management for Sustainable Cloud Computing Environments | Han Wang et.al. | 2504.09995 | null |
| 2025-04-14 | Towards Unbiased Federated Graph Learning: Label and Topology Perspectives | Zhengyu Wu et.al. | 2504.09963 | null |
| 2025-04-13 | Predicting ulcer in H&E images of inflammatory bowel disease using domain-knowledge-driven graph neural network | Ruiwen Ding et.al. | 2504.09430 | null |
| 2025-04-13 | Ensemble-Enhanced Graph Autoencoder with GAT and Transformer-Based Encoders for Robust Fault Diagnosis | Moirangthem Tiken Singh et.al. | 2504.09427 | null |
| 2025-04-13 | Spatially Directional Dual-Attention GAT for Spatial Fluoride Health Risk Modeling | Da Yuan et.al. | 2504.09416 | null |
| 2025-04-15 | FairACE: Achieving Degree Fairness in Graph Neural Networks via Contrastive and Adversarial Group-Balanced Training | Jiaxin Liu et.al. | 2504.09210 | null |
| 2025-04-11 | Hypergraph Vision Transformers: Images are More than Nodes, More than Edges | Joshua Fixelle et.al. | 2504.08710 | null |
| 2025-04-11 | LGRPool: Hierarchical Graph Pooling Via Local-Global Regularisation | Farshad Noravesh et.al. | 2504.08530 | null |
| 2025-04-11 | STF-GCN: A Multi-Domain Graph Convolution Network Method for Automatic Modulation Recognition via Adaptive Correlation | Mingyuan Shao et.al. | 2504.08504 | null |
| 2025-04-11 | Graph Reduction with Unsupervised Learning in Column Generation: A Routing Application | Abdo Abouelrous et.al. | 2504.08401 | null |
| 2025-04-11 | PNE-SGAN: Probabilistic NDT-Enhanced Semantic Graph Attention Network for LiDAR Loop Closure Detection | Xiong Li et.al. | 2504.08280 | null |
| 2025-04-11 | Graph Based Deep Reinforcement Learning Aided by Transformers for Multi-Agent Cooperation | Michael Elrod et.al. | 2504.08195 | null |
| 2025-04-11 | Detecting Credit Card Fraud via Heterogeneous Graph Neural Networks with Graph Attention | Qiuwu Sha et.al. | 2504.08183 | null |
| 2025-04-10 | Beyond Feature Importance: Feature Interactions in Predicting Post-Stroke Rigidity with Graph Explainable AI | Jiawei Xu et.al. | 2504.08150 | null |
| 2025-04-10 | Communication-Efficient Cooperative Localization: A Graph Neural Network Approach | Yinan Zou et.al. | 2504.08135 | null |
| 2025-04-10 | Scaling Laws of Graph Neural Networks for Atomistic Materials Modeling | Chaojian Li et.al. | 2504.08112 | null |
| 2025-04-10 | Trading Graph Neural Network | Xian Wu et.al. | 2504.07923 | null |
| 2025-04-10 | DG-STMTL: A Novel Graph Convolutional Network for Multi-Task Spatio-Temporal Traffic Forecasting | Wanna Cui et.al. | 2504.07822 | null |
| 2025-04-10 | Harnessing Equivariance: Modeling Turbulence with Graph Neural Networks | Marius Kurz et.al. | 2504.07741 | null |
| 2025-04-10 | Prediction of Usage Probabilities of Shopping-Mall Corridors Using Heterogeneous Graph Neural Networks | Malik M Barakathullah et.al. | 2504.07645 | null |
| 2025-04-10 | DWFS-Obfuscation: Dynamic Weighted Feature Selection for Robust Malware Familial Classification under Obfuscation | Xingyuan Wei et.al. | 2504.07590 | link |
| 2025-04-09 | FLASH: Flexible Learning of Adaptive Sampling from History in Temporal Graph Neural Networks | Or Feldman et.al. | 2504.07337 | null |
| 2025-04-09 | Machine Learning Approach towards Quantum Error Mitigation for Accurate Molecular Energetics | Srushti Patil et.al. | 2504.07077 | null |
| 2025-04-09 | Leveraging GCN-based Action Recognition for Teleoperation in Daily Activity Assistance | Thomas M. Kwok et.al. | 2504.07001 | null |
| 2025-04-09 | Benchmarking Convolutional Neural Network and Graph Neural Network based Surrogate Models on a Real-World Car External Aerodynamics Dataset | Sam Jacob Jacob et.al. | 2504.06699 | null |
| 2025-04-09 | Robust and Noise-resilient Long-Term Prediction of Spatiotemporal Data Using Variational Mode Graph Neural Networks with 3D Attention | Osama Ahmad et.al. | 2504.06660 | null |
| 2025-04-09 | GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs | Songwei Zhao et.al. | 2504.06649 | null |
| 2025-04-09 | DiffusionCom: Structure-Aware Multimodal Diffusion Model for Multimodal Knowledge Graph Completion | Wei Huang et.al. | 2504.06543 | null |
| 2025-04-08 | Exploiting Meta-Learning-based Poisoning Attacks for Graph Link Prediction | Mingchen Li et.al. | 2504.06492 | null |
| 2025-04-08 | Graph Neural Network-Based Distributed Optimal Control for Linear Networked Systems: An Online Distributed Training Approach | Zihao Song et.al. | 2504.06439 | null |
| 2025-04-08 | S’MoRE: Structural Mixture of Residual Experts for LLM Fine-tuning | Hanqing Zeng et.al. | 2504.06426 | null |
| 2025-04-08 | Deep spatio-temporal point processes: Advances and new directions | Xiuyuan Cheng et.al. | 2504.06364 | null |
| 2025-04-08 | Heuristic Methods are Good Teachers to Distill MLPs for Graph Link Prediction | Zongyue Qin et.al. | 2504.06193 | null |
| 2025-04-08 | Comparative Analysis of Classical and Quantum-Inspired Solvers: A Preliminary Study on the Weighted Max-Cut Problem | Aitor Morais et.al. | 2504.05989 | null |
| 2025-04-08 | PRIMEDrive-CoT: A Precognitive Chain-of-Thought Framework for Uncertainty-Aware Object Interaction in Driving Scene Scenario | Sriram Mandalika et.al. | 2504.05908 | null |
| 2025-04-08 | Adaptive Substructure-Aware Expert Model for Molecular Property Prediction | Tianyi Jiang et.al. | 2504.05844 | null |
| 2025-04-07 | Graph Neural Networks for Enhancing Ensemble Forecasts of Extreme Rainfall | Christopher Bülte et.al. | 2504.05471 | null |
| 2025-04-07 | GraphPINE: Graph Importance Propagation for Interpretable Drug Response Prediction | Yoshitaka Inoue et.al. | 2504.05454 | null |
| 2025-04-07 | A Novel Approach to Linking Histology Images with DNA Methylation | Manahil Raza et.al. | 2504.05403 | null |
| 2025-04-07 | Unifying Physics- and Data-Driven Modeling via Novel Causal Spatiotemporal Graph Neural Network for Interpretable Epidemic Forecasting | Shuai Han et.al. | 2504.05140 | null |
| 2025-04-07 | AsyReC: A Multimodal Graph-based Framework for Spatio-Temporal Asymmetric Dyadic Relationship Classification | Wang Tang et.al. | 2504.05030 | null |
| 2025-04-07 | Fine tuning generative adversarial networks with universal force fields: application to two-dimensional topological insulators | Alexander C. Tyner et.al. | 2504.04940 | null |
| 2025-04-07 | Boosting Relational Deep Learning with Pretrained Tabular Models | Veronica Lachi et.al. | 2504.04934 | null |
| 2025-04-07 | Attentional Graph Meta-Learning for Indoor Localization Using Extremely Sparse Fingerprints | Wenzhong Yan et.al. | 2504.04829 | null |
| 2025-04-07 | Bidirectional Hierarchical Protein Multi-Modal Representation Learning | Xuefeng Liu et.al. | 2504.04770 | null |
| 2025-04-07 | Enhancing Leaf Disease Classification Using GAT-GCN Hybrid Model | Shyam Sundhar et.al. | 2504.04764 | null |
| 2025-04-07 | MedGNN: Capturing the Links Between Urban Characteristics and Medical Prescriptions | Minwei Zhao et.al. | 2504.04739 | null |
| 2025-04-07 | Sparsity-Aware Communication for Distributed Graph Neural Network Training | Ujjaini Mukhodopadhyay et.al. | 2504.04673 | null |
| 2025-04-07 | Scaling Graph Neural Networks for Particle Track Reconstruction | Alok Tripathy et.al. | 2504.04670 | null |
| 2025-04-04 | Optimization of a Triangular Delaunay Mesh Generator using Reinforcement Learning | Will Thacher et.al. | 2504.03610 | null |
| 2025-04-04 | Dynamic Training Enhances Machine Learning Potentials for Long-Lasting Molecular Dynamics | Ivan Žugec et.al. | 2504.03521 | null |
| 2025-04-04 | Optimizing Quantum Circuits via ZX Diagrams using Reinforcement Learning and Graph Neural Networks | Alexander Mattick et.al. | 2504.03429 | null |
| 2025-04-04 | A Robust Method for Fault Detection and Severity Estimation in Mechanical Vibration Data | Youngjae Jeon et.al. | 2504.03229 | null |
| 2025-04-03 | Graph Attention for Heterogeneous Graphs with Positional Encoding | Nikhil Shivakumar Nayak et.al. | 2504.02938 | null |
| 2025-04-03 | Multi-Head Adaptive Graph Convolution Network for Sparse Point Cloud-Based Human Activity Recognition | Vincent Gbouna Zakka et.al. | 2504.02778 | link |
| 2025-04-03 | A Hybrid Similarity-Aware Graph Neural Network with Transformer for Node Classification | Aman Singh et.al. | 2504.02615 | null |
| 2025-04-04 | Graphs are everywhere – Psst! In Music Recommendation too | Bharani Jayakumar et.al. | 2504.02598 | null |
| 2025-04-03 | Toward General and Robust LLM-enhanced Text-attributed Graph Learning | Zihao Zhang et.al. | 2504.02343 | null |
| 2025-04-03 | Distributed Log-driven Anomaly Detection System based on Evolving Decision Making | Zhuoran Tan et.al. | 2504.02322 | null |
| 2025-04-03 | Enhancing Customer Contact Efficiency with Graph Neural Networks in Credit Card Fraud Detection Workflow | Menghao Huo et.al. | 2504.02275 | null |
| 2025-04-03 | LLM-Augmented Graph Neural Recommenders: Integrating User Reviews | Hiroki Kanezashi et.al. | 2504.02195 | null |
| 2025-04-02 | OmniCellTOSG: The First Cell Text-Omic Signaling Graphs Dataset for Joint LLM and GNN Modeling | Heming Zhang et.al. | 2504.02148 | null |
| 2025-04-02 | LL4G: Self-Supervised Dynamic Optimization for Graph-Based Personality Detection | Lingzhi Shen et.al. | 2504.02146 | null |
| 2025-04-02 | From Text to Graph: Leveraging Graph Neural Networks for Enhanced Explainability in NLP | Fabio Yáñez-Romero et.al. | 2504.02064 | null |
| 2025-04-02 | Graphically Speaking: Unmasking Abuse in Social Media with Conversation Insights | Célia Nouri et.al. | 2504.01902 | null |
| 2025-04-02 | Identifying Obfuscated Code through Graph-Based Semantic Analysis of Binary Code | Roxane Cohen et.al. | 2504.01481 | null |
| 2025-04-02 | Deep Graph Reinforcement Learning for UAV-Enabled Multi-User Secure Communications | Xiao Tang et.al. | 2504.01446 | null |
| 2025-04-02 | Refining Interactions: Enhancing Anisotropy in Graph Neural Networks with Language Semantics | Zhaoxing Li et.al. | 2504.01429 | null |
| 2025-04-02 | Flexible and Explainable Graph Analysis for EEG-based Alzheimer’s Disease Classification | Jing Wang et.al. | 2504.01329 | null |
| 2025-04-01 | Neural Approaches to SAT Solving: Design Choices and Interpretability | David Mojžíšek et.al. | 2504.01173 | null |
| 2025-04-01 | Efficient n-body simulations using physics informed graph neural networks | Víctor Ramos-Osuna et.al. | 2504.01169 | null |
| 2025-04-01 | GKAN: Explainable Diagnosis of Alzheimer’s Disease Using Graph Neural Network with Kolmogorov-Arnold Networks | Tianqi Ding et.al. | 2504.00946 | null |
| 2025-04-02 | Adversarial Curriculum Graph-Free Knowledge Distillation for Graph Neural Networks | Yuang Jia et.al. | 2504.00540 | null |
| 2025-04-01 | Output Prediction of Quantum Circuits based on Graph Neural Networks | Yuxiang Liu et.al. | 2504.00464 | null |
| 2025-04-01 | Evaluating machine learning models for predicting pesticides toxicity to honey bees | Jakub Adamczyk et.al. | 2503.24305 | link |
| 2025-03-31 | Advances in Continual Graph Learning for Anti-Money Laundering Systems: A Comprehensive Review | Bruno Deprez et.al. | 2503.24259 | null |
| 2025-03-31 | Traffic Engineering in Large-scale Networks with Generalizable Graph Neural Networks | Fangtong Zhou et.al. | 2503.24203 | null |
| 2025-03-31 | Graph Neural Network-Based Predictive Modeling for Robotic Plaster Printing | Diego Machain Rivera et.al. | 2503.24130 | null |
| 2025-03-31 | Inductive Graph Representation Learning with Quantum Graph Neural Networks | Arthur M. Faria et.al. | 2503.24111 | null |
| 2025-03-31 | FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment | Ruisheng Han et.al. | 2503.23911 | link |
| 2025-03-31 | Accelerating High-Efficiency Organic Photovoltaic Discovery via Pretrained Graph Neural Networks and Generative Reinforcement Learning | Jiangjie Qiu et.al. | 2503.23766 | null |
| 2025-03-31 | GNN-Based Candidate Node Predictor for Influence Maximization in Temporal Graphs | Priyanka Gautam et.al. | 2503.23713 | link |
| 2025-03-31 | Predicting the von Neumann Entanglement Entropy Using a Graph Neural Network | Anas Saleh et.al. | 2503.23635 | null |
| 2025-03-30 | Simple Feedfoward Neural Networks are Almost All You Need for Time Series Forecasting | Fan-Keng Sun et.al. | 2503.23621 | null |
| 2025-03-28 | Comparing Methods for Bias Mitigation in Graph Neural Networks | Barbara Hoffmann et.al. | 2503.22569 | null |
| 2025-03-28 | SafeCast: Risk-Responsive Motion Forecasting for Autonomous Vehicles | Haicheng Liao et.al. | 2503.22541 | null |
| 2025-03-28 | CFiCS: Graph-Based Classification of Common Factors and Microcounseling Skills | Fabian Schmidt et.al. | 2503.22277 | link |
| 2025-03-28 | Data-driven modeling of fluid flow around rotating structures with graph neural networks | Rui Gao et.al. | 2503.22252 | null |
| 2025-03-28 | Few-Shot Graph Out-of-Distribution Detection with LLMs | Haoyan Xu et.al. | 2503.22097 | null |
| 2025-03-28 | A Semantic-Enhanced Heterogeneous Graph Learning Method for Flexible Objects Recognition | Kunshan Yang et.al. | 2503.22079 | null |
| 2025-03-27 | Improving Equivariant Networks with Probabilistic Symmetry Breaking | Hannah Lawrence et.al. | 2503.21985 | null |
| 2025-03-27 | A Comprehensive Benchmark for RNA 3D Structure-Function Modeling | Luis Wyss et.al. | 2503.21681 | link |
| 2025-03-27 | Fusion of Graph Neural Networks via Optimal Transport | Weronika Ormaniec et.al. | 2503.21579 | null |
| 2025-03-27 | Statistical learning of structure-property relationships for transport in porous media, using hybrid AI modeling | Somayeh Hosseinhashemi et.al. | 2503.21560 | null |
| 2025-03-27 | Combining Graph Attention Networks and Distributed Optimization for Multi-Robot Mixed-Integer Convex Programming | Viet-Anh Le et.al. | 2503.21548 | null |
| 2025-03-27 | CombiGCN: An effective GCN model for Recommender System | Loc Tan Nguyen et.al. | 2503.21471 | null |
| 2025-03-27 | Improvement Graph Convolution Collaborative Filtering with Weighted addition input | Tin T. Tran et.al. | 2503.21468 | link |
| 2025-03-27 | Graph-to-Vision: Multi-graph Understanding and Reasoning using Vision-Language Models | Ruizhou Li et.al. | 2503.21435 | null |
| 2025-03-27 | AugWard: Augmentation-Aware Representation Learning for Accurate Graph Classification | Minjun Kim et.al. | 2503.21105 | link |
| 2025-03-26 | BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational Pathology | Amaya Gallagher-Syed et.al. | 2503.20880 | link |
| 2025-03-26 | $β$ -GNN: A Robust Ensemble Approach Against Graph Structure Perturbation | Haci Ismail Aslan et.al. | 2503.20630 | null |
| 2025-03-26 | Multi-dataset and Transfer Learning Using Gene Expression Knowledge Graphs | Rita T. Sousa et.al. | 2503.20400 | null |
| 2025-03-26 | Emergent properties and the multiscale characterization challenge in condensed matter, from crystals to complex materials: a Review | Elisabetta Nocerino et.al. | 2503.20266 | null |
| 2025-03-26 | BeLightRec: A lightweight recommender system enhanced with BERT | Manh Mai Van et.al. | 2503.20206 | null |
| 2025-03-25 | Peer Disambiguation in Self-Reported Surveys using Graph Attention Networks | Ajitesh Srivastava et.al. | 2503.20076 | null |
| 2025-03-25 | Developing a Complete AI-Accelerated Workflow for Superconductor Discovery | Jason B. Gibson et.al. | 2503.20005 | null |
| 2025-03-26 | Towards Efficient Training of Graph Neural Networks: A Multiscale Approach | Eshed Gal et.al. | 2503.19666 | null |
| 2025-03-25 | Extracting Interpretable Logic Rules from Graph Neural Networks | Chuqin Geng et.al. | 2503.19476 | null |
| 2025-03-25 | LOCAL: A Graph-Based Active Learning Approach for Stability Analysis of DAC@NG Catalysts | Yue Yin et.al. | 2503.19445 | null |
| 2025-03-25 | Oxidation States in Solids from Data-Driven Paradigms | Yue Yin et.al. | 2503.19425 | null |
| 2025-03-25 | A novel forecasting framework combining virtual samples and enhanced Transformer models for tourism demand forecasting | Tingting Diao et.al. | 2503.19423 | null |
| 2025-03-25 | Causal invariant geographic network representations with feature and structural distribution shifts | Yuhan Wang et.al. | 2503.19382 | null |
| 2025-03-25 | Social Network User Profiling for Anomaly Detection Based on Graph Neural Networks | Yiwei Zhang et.al. | 2503.19380 | null |
| 2025-03-25 | A Social Dynamical System for Twitter Analysis | Zhiping Xiao et.al. | 2503.19316 | null |
| 2025-03-25 | Context-Aware Semantic Segmentation: Enhancing Pixel-Level Understanding with Large Language Models for Advanced Vision Applications | Ben Rahman et.al. | 2503.19276 | null |
| 2025-03-24 | Graph neural networks extrapolate out-of-distribution for shortest paths | Robert R. Nerem et.al. | 2503.19173 | null |
| 2025-03-24 | Multi-Physics Inverse Design of Varifocal Optical Devices using Data-Driven Surrogates and Differential Modeling | Zeqing Jin et.al. | 2503.18911 | null |
| 2025-03-24 | Energy-Efficient Dynamic Training and Inference for GNN-Based Network Modeling | Chetna Singhal et.al. | 2503.18706 | null |
| 2025-03-24 | Predicting airfoil pressure distribution using boundary graph neural networks | Sankalp Jena et.al. | 2503.18638 | null |
| 2025-03-24 | Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations | Jiate Li et.al. | 2503.18503 | null |
| 2025-03-24 | MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering | Shuo Yang et.al. | 2503.18491 | null |
| 2025-03-24 | AES-SpMM: Balancing Accuracy and Speed by Adaptive Edge Sampling Strategy to Accelerate SpMM in GNNs | Yingchen Song et.al. | 2503.18427 | null |
| 2025-03-24 | DiffusedWrinkles: A Diffusion-Based Model for Data-Driven Garment Animation | Raquel Vidaurre et.al. | 2503.18370 | null |
| 2025-03-23 | Iterative Multi-Agent Reinforcement Learning: A Novel Approach Toward Real-World Multi-Echelon Inventory Optimization | Georg Ziegner et.al. | 2503.18201 | null |
| 2025-03-23 | Shapley-Guided Utility Learning for Effective Graph Inference Data Valuation | Hongliang Chi et.al. | 2503.18195 | null |
| 2025-03-23 | Equivariant Machine Learning Interatomic Potentials with Global Charge Redistribution | Moin Uddin Maruf et.al. | 2503.17949 | link |
| 2025-03-21 | Neuro-Symbolic Scene Graph Conditioning for Synthetic Image Dataset Generation | Giacomo Savazzi et.al. | 2503.17224 | null |
| 2025-03-21 | Robustness of deep learning classification to adversarial input on GPUs: asynchronous parallel accumulation is a source of vulnerability | Sanjif Shanmugavelu et.al. | 2503.17173 | null |
| 2025-03-21 | Enhancing Steering Estimation with Semantic-Aware GNNs | Fouad Makiyeh et.al. | 2503.17153 | null |
| 2025-03-21 | TeMP-TraG: Edge-based Temporal Message Passing in Transaction Graphs | Steve Gounoue et.al. | 2503.16901 | null |
| 2025-03-20 | Ordered Topological Deep Learning: a Network Modeling Case Study | Guillermo Bernárdez et.al. | 2503.16746 | null |
| 2025-03-20 | ATOM: A Framework of Detecting Query-Based Model Extraction Attacks for Graph Neural Networks | Zhan Cheng et.al. | 2503.16693 | null |
| 2025-03-20 | ContextGNN goes to Elliot: Towards Benchmarking Relational Deep Learning for Static Link Prediction (aka Personalized Item Recommendation) | Alejandro Ariza-Casabona et.al. | 2503.16661 | null |
| 2025-03-20 | Beyond Local Selection: Global Cut Selection for Enhanced Mixed-Integer Programming | Shuli Zeng et.al. | 2503.15847 | null |
| 2025-03-20 | GraPLUS: Graph-based Placement Using Semantics for Image Composition | Mir Mohammad Khaleghi et.al. | 2503.15761 | null |
| 2025-03-19 | Survey on Generalization Theory for Graph Neural Networks | Antonis Vasileiou et.al. | 2503.15650 | null |
| 2025-03-19 | PEnGUiN: Partially Equivariant Graph NeUral Networks for Sample Efficient MARL | Joshua McClellan et.al. | 2503.15615 | null |
| 2025-03-19 | Modeling crystal defects using defect-informed neural networks | Ziduo Yang et.al. | 2503.15391 | null |
| 2025-03-19 | Lyapunov-Based Graph Neural Networks for Adaptive Control of Multi-Agent Systems | Brandon C. Fallin et.al. | 2503.15360 | null |
| 2025-03-19 | Learning to quantify graph nodes | Alessio Micheli et.al. | 2503.15267 | null |
| 2025-03-20 | Classification of Electron and Muon Neutrino Events for the ESS $ν$ SB Near Water Cherenkov Detector using Graph Neural Networks | J. Aguilar et.al. | 2503.15247 | null |
| 2025-03-19 | Learning Topology Actions for Power Grid Control: A Graph-Based Soft-Label Imitation Learning Approach | Mohamed Hassouna et.al. | 2503.15190 | null |
| 2025-03-19 | Interpretability of Graph Neural Networks to Assert Effects of Global Change Drivers on Ecological Networks | Emre Anakok et.al. | 2503.15107 | null |
| 2025-03-19 | Embedding spatial context in urban traffic forecasting with contrastive pre-training | Matthew Low et.al. | 2503.14980 | null |
| 2025-03-19 | A Semantic and Clean-label Backdoor Attack against Graph Convolutional Networks | Jiazhu Dai et.al. | 2503.14922 | null |
| 2025-03-19 | Deep Polycuboid Fitting for Compact 3D Representation of Indoor Scenes | Gahye Lee et.al. | 2503.14912 | null |
| 2025-03-19 | DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition | Caoshuo Li et.al. | 2503.14867 | null |
| 2025-03-18 | Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models | Siwei Zhang et.al. | 2503.14411 | null |
| 2025-03-18 | Spatio-Temporal Graph Neural Networks for Infant Language Acquisition Prediction | Andrew Roxburgh et.al. | 2503.14341 | null |
| 2025-03-18 | Higher-Order Graphon Neural Networks: Approximation and Cut Distance | Daniel Herbst et.al. | 2503.14338 | null |
| 2025-03-18 | Application of Geometric Deep Learning for Tracking of Hyperons in a Straw Tube Detector | Adeel Akram et.al. | 2503.14305 | null |
| 2025-03-18 | Persistent Homology-induced Graph Ensembles for Time Series Regressions | Viet The Nguyen et.al. | 2503.14240 | null |
| 2025-03-18 | Rolling Forward: Enhancing LightGCN with Causal Graph Convolution for Credit Bond Recommendation | Ashraf Ghiye et.al. | 2503.14213 | null |
| 2025-03-18 | TGBFormer: Transformer-GraphFormer Blender Network for Video Object Detection | Qiang Qi et.al. | 2503.13903 | null |
| 2025-03-17 | SMPR: A structure-enhanced multimodal drug-disease prediction model for drug repositioning and cold start | Xin Dong et.al. | 2503.13322 | null |
| 2025-03-17 | Graph Generative Models Evaluation with Masked Autoencoder | Chengen Wang et.al. | 2503.13271 | null |
| 2025-03-17 | DynSTG-Mamba: Dynamic Spatio-Temporal Graph Mamba with Cross-Graph Knowledge Distillation for Gait Disorders Recognition | Zakariae Zrimek et.al. | 2503.13156 | null |
| 2025-03-17 | ChainHOI: Joint-based Kinematic Chain Modeling for Human-Object Interaction Generation | Ling-An Zeng et.al. | 2503.13130 | null |
| 2025-03-17 | MIXPINN: Mixed-Material Simulations by Physics-Informed Neural Network | Xintian Yuan et.al. | 2503.13123 | null |
| 2025-03-17 | TA-GNN: Physics Inspired Time-Agnostic Graph Neural Network for Finger Motion Prediction | Tinghui Li et.al. | 2503.13034 | null |
| 2025-03-17 | PASTA: Part-Aware Sketch-to-3D Shape Generation with Text-Aligned Prior | Seunggwan Lee et.al. | 2503.12834 | null |
| 2025-03-17 | Leveraging Deep Neural Networks for Aspect-Based Sentiment Classification | Chen Li et.al. | 2503.12803 | null |
| 2025-03-16 | TuneNSearch: a hybrid transfer learning and local search approach for solving vehicle routing problems | Arthur Corrêa et.al. | 2503.12662 | null |
| 2025-03-16 | GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation | Tao Feng et.al. | 2503.12600 | null |
| 2025-03-14 | Enhanced Soups for Graph Neural Networks | Joseph Zuber et.al. | 2503.11612 | null |
| 2025-03-14 | GNNs as Predictors of Agentic Workflow Performances | Yuanshuo Zhang et.al. | 2503.11301 | null |
| 2025-03-14 | Spatio-Temporal Graph Structure Learning for Earthquake Detection | Suchanun Piriyasatit et.al. | 2503.11215 | null |
| 2025-03-14 | Power-Aware Scheduling for Multi-Center HPC Electricity Cost Optimization | Abrar Hossain et.al. | 2503.11011 | null |
| 2025-03-14 | A Weighted Predict-and-Optimize Framework for Power System Operation Considering Varying Impacts of Uncertainty | Yingrui Zhuang et.al. | 2503.11001 | null |
| 2025-03-13 | PolyRoof: Precision Roof Polygonization in Urban Residential Building with Graph Neural Networks | Chaikal Amrullah et.al. | 2503.10913 | null |
| 2025-03-13 | Clothes-Changing Person Re-identification Based On Skeleton Dynamics | Asaf Joseph et.al. | 2503.10759 | null |
| 2025-03-13 | TacticExpert: Spatial-Temporal Graph Language Model for Basketball Tactics | Xu Lingrui et.al. | 2503.10722 | null |
| 2025-03-13 | DP-GPL: Differentially Private Graph Prompt Learning | Jing Xu et.al. | 2503.10544 | null |
| 2025-03-13 | AMR-Transformer: Enabling Efficient Long-range Interaction for Complex Neural Fluid Simulation | Zeyi Xu et.al. | 2503.10257 | null |
| 2025-03-13 | Enhanced Route Planning with Calibrated Uncertainty Set | Lingxuan Tang et.al. | 2503.10088 | null |
| 2025-03-12 | Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis | Chenjun Li et.al. | 2503.09808 | null |
| 2025-03-12 | Unveiling Hidden Pivotal Players with GoalNet: A GNN-Based Soccer Player Evaluation System | Jacky Hao Jiang et.al. | 2503.09737 | null |
| 2025-03-12 | How Feasible is Augmenting Fake Nodes with Learnable Features as a Counter-strategy against Link Stealing Attacks? | Mir Imtiaz Mostafiz et.al. | 2503.09726 | null |
| 2025-03-12 | Graph-based Full Event Interpretation: a graph neural network for event reconstruction in Belle II | Merna Abumusabh et.al. | 2503.09401 | null |
| 2025-03-12 | Post-interactive Multimodal Trajectory Prediction for Autonomous Driving | Ziyi Huang et.al. | 2503.09366 | null |
| 2025-03-12 | Crowdsourced Homophily Ties Based Graph Annotation Via Large Language Model | Yu Bu et.al. | 2503.09281 | null |
| 2025-03-12 | SCOPE-DTI: Semi-Inductive Dataset Construction and Framework Optimization for Practical Usability Enhancement in Deep Learning-Based Drug Target Interaction Prediction | Yigang Chen et.al. | 2503.09251 | link |
| 2025-03-12 | TreeX: Generating Global Graphical GNN Explanations via Critical Subtree Extraction | Shengyao Lu et.al. | 2503.09051 | null |
| 2025-03-12 | Adaptive Backdoor Attacks with Reasonable Constraints on Graph Neural Networks | Xuewen Dong et.al. | 2503.09049 | null |
| 2025-03-12 | Towards Quantifying Long-Range Interactions in Graph Machine Learning: a Large Graph Dataset and a Measurement | Huidong Liang et.al. | 2503.09008 | null |
| 2025-03-11 | i-WiViG: Interpretable Window Vision GNN | Ivica Obadic et.al. | 2503.08321 | null |
| 2025-03-11 | Multitask Reinforcement Learning for Quadcopter Attitude Stabilization and Tracking using Graph Policy | Yu Tang Liu et.al. | 2503.08259 | null |
| 2025-03-11 | Evidential Uncertainty Probes for Graph Neural Networks | Linlin Yu et.al. | 2503.08097 | null |
| 2025-03-10 | CIMAGE: Exploiting the Conditional Independence in Masked Graph Auto-encoders | Jongwon Park et.al. | 2503.07852 | null |
| 2025-03-10 | Beyond the Edge of Function: Unraveling the Patterns of Type Recovery in Binary Code | Gangyang Li et.al. | 2503.07243 | null |
| 2025-03-10 | An Analytics-Driven Approach to Enhancing Supply Chain Visibility with Graph Neural Networks and Federated Learning | Ge Zheng et.al. | 2503.07231 | null |
| 2025-03-10 | Explainable Android Malware Detection and Malicious Code Localization Using Graph Attention | Merve Cigdem Ipek et.al. | 2503.07109 | null |
| 2025-03-10 | Graph Neural Network for Location- and Orientation-Assisted mmWave Beam Alignment | Yuzhu Lei et.al. | 2503.06943 | null |
| 2025-03-10 | Modeling Human Skeleton Joint Dynamics for Fall Detection | Sania Zahan et.al. | 2503.06938 | null |
| 2025-03-09 | Machine Learning for Single-Ended Event Reconstruction in PROSPECT Experiment | M. Andriamirado et.al. | 2503.06727 | null |
| 2025-03-09 | Deep Cut-informed Graph Embedding and Clustering | Zhiyuan Ning et.al. | 2503.06635 | null |
| 2025-03-09 | Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA | Hiroshi Nakano et.al. | 2503.06629 | null |
| 2025-03-09 | Using Subgraph GNNs for Node Classification:an Overlooked Potential Approach | Qian Zeng et.al. | 2503.06614 | null |
| 2025-03-09 | Quantum Graph Convolutional Networks Based on Spectral Methods | Zi Ye et.al. | 2503.06447 | null |
| 2025-03-07 | Global graph features unveiled by unsupervised geometric deep learning | Mirja Granfors et.al. | 2503.05560 | null |
| 2025-03-07 | Personalized Federated Learning via Learning Dynamic Graphs | Ziran Zhou et.al. | 2503.05474 | null |
| 2025-03-06 | Learning Wideband User Scheduling and Hybrid Precoding with Graph Neural Networks | Shengjie Liu et.al. | 2503.04233 | null |
| 2025-03-06 | The JARVIS Infrastructure is All You Need for Materials Design | Kamal Choudhary et.al. | 2503.04133 | null |
| 2025-03-06 | NsBM-GAT: A Non-stationary Block Maximum and Graph Attention Framework for General Traffic Crash Risk Prediction | Kequan Chen et.al. | 2503.04018 | null |
| 2025-03-05 | Trial by FIRE: Probing the dark matter density profile of dwarf galaxies with GraphNPE | Tri Nguyen et.al. | 2503.03812 | null |
| 2025-03-05 | PacketCLIP: Multi-Modal Embedding of Network Traffic and Language for Cybersecurity Reasoning | Ryozo Masukawa et.al. | 2503.03747 | null |
| 2025-03-05 | Opportunistic Routing in Wireless Communications via Learnable State-Augmented Policies | Sourajit Das et.al. | 2503.03736 | null |
| 2025-03-05 | REGRACE: A Robust and Efficient Graph-based Re-localization Algorithm using Consistency Evaluation | Débora N. P. Oliveira et.al. | 2503.03599 | null |
| 2025-03-05 | O-RAN xApps Conflict Management using Graph Convolutional Networks | Maryam Al Shami et.al. | 2503.03523 | null |
| 2025-03-05 | Mineral segmentation using electron microscope images and spectral sampling through multimodal graph neural networks | Samuel Repka et.al. | 2503.03507 | null |
| 2025-03-05 | GNNMerge: Merging of GNN Models Without Accessing Training Data | Vipul Garg et.al. | 2503.03384 | null |
| 2025-03-05 | Leap: Inductive Link Prediction via Learnable TopologyAugmentation | Ahmed E. Samy et.al. | 2503.03331 | null |
| 2025-03-05 | LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models | Xi Zhu et.al. | 2503.03313 | null |
| 2025-03-05 | TrafficKAN-GCN: Graph Convolutional-based Kolmogorov-Arnold Network for Traffic Flow Optimization | Jiayi Zhang et.al. | 2503.03276 | null |
| 2025-03-05 | Exploring the Potential of Large Language Models as Predictors in Dynamic Text-Attributed Graphs | Runlin Lei et.al. | 2503.03258 | null |
| 2025-03-04 | NodeNAS: Node-Specific Graph Neural Architecture Search for Out-of-Distribution Generalization | Qiyi Wang et.al. | 2503.02448 | null |
| 2025-03-04 | InfoGNN: End-to-end deep learning on mesh via graph neural networks | Ling Gao et.al. | 2503.02414 | null |
| 2025-03-04 | A Binary Classification Social Network Dataset for Graph Machine Learning | Adnan Ali et.al. | 2503.02397 | null |
| 2025-03-04 | Incorporating graph neural network into route choice model | Yuxun Ma et.al. | 2503.02315 | null |
| 2025-03-04 | CrystalFramer: Rethinking the Role of Frames for SE(3)-Invariant Crystal Structure Modeling | Yusei Ito et.al. | 2503.02209 | null |
| 2025-03-03 | Fairness and/or Privacy on Social Graphs | Bartlomiej Surma et.al. | 2503.02114 | null |
| 2025-03-03 | Quantifying Point Contributions: A Lightweight Framework for Efficient and Effective Query-Driven Trajectory Simplification | Yumeng Song et.al. | 2503.02047 | null |
| 2025-03-03 | GRAIN: Exact Graph Reconstruction from Gradients | Maria Drencheva et.al. | 2503.01838 | null |
| 2025-03-03 | Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects | Shishir Adhikari et.al. | 2503.01722 | null |
| 2025-03-03 | Quality Measures for Dynamic Graph Generative Models | Ryien Hosseini et.al. | 2503.01720 | link |
| 2025-02-28 | Assessing zero-shot generalisation behaviour in graph-neural-network interatomic potentials | Chiheb Ben Mahmoud et.al. | 2502.21317 | null |
| 2025-02-28 | AMPLE: Event-Driven Accelerator for Mixed-Precision Inference of Graph Neural Networks | Pedro Gimenes et.al. | 2502.21196 | null |
| 2025-02-28 | Predicting clinical outcomes from patient care pathways represented with temporal knowledge graphs | Jong Ho Jhee et.al. | 2502.21138 | null |
| 2025-02-28 | Dynamically Local-Enhancement Planner for Large-Scale Autonomous Driving | Nanshan Deng et.al. | 2502.21134 | null |
| 2025-02-28 | Information Bottleneck-Guided Heterogeneous Graph Learning for Interpretable Neurodevelopmental Disorder Diagnosis | Yueyang Li et.al. | 2502.20769 | null |
| 2025-02-28 | Generating Clinically Realistic EHR Data via a Hierarchy- and Semantics-Guided Transformer | Guanglin Zhou et.al. | 2502.20719 | null |
| 2025-02-27 | Deep Reinforcement Learning based Autonomous Decision-Making for Cooperative UAVs: A Search and Rescue Real World Application | Thomas Hickling et.al. | 2502.20326 | null |
| 2025-02-27 | MARVEL: Multi-Agent Reinforcement Learning for constrained field-of-View multi-robot Exploration in Large-scale environments | Jimmy Chiun et.al. | 2502.20217 | null |
| 2025-02-27 | A2-GNN: Angle-Annular GNN for Visual Descriptor-free Camera Relocalization | Yejun Zhang et.al. | 2502.20036 | link |
| 2025-02-27 | WaveGAS: Waveform Relaxation for Scaling Graph Neural Networks | Jana Vatter et.al. | 2502.19986 | null |
| 2025-02-27 | Efficient and Universal Neural-Network Decoder for Stabilizer-Based Quantum Error Correction | Gengyuan Hu et.al. | 2502.19971 | null |
| 2025-02-27 | GraphSparseNet: a Novel Method for Large Scale Trafffic Flow Prediction | Weiyang Kong et.al. | 2502.19823 | null |
| 2025-02-27 | Accurate and Scalable Graph Neural Networks via Message Invariance | Zhihao Shi et.al. | 2502.19693 | null |
| 2025-02-27 | Training Robust Graph Neural Networks by Modeling Noise Dependencies | Yeonjun In et.al. | 2502.19670 | null |
| 2025-02-27 | Noise-Injected Spiking Graph Convolution for Energy-Efficient 3D Point Cloud Denoising | Zikuan Li et.al. | 2502.19660 | null |
| 2025-02-26 | Preference-Based Gradient Estimation for ML-Based Approximate Combinatorial Optimization | Arman Mielke et.al. | 2502.19377 | null |
| 2025-02-26 | Corporate Fraud Detection in Rich-yet-Noisy Financial Graph | Shiqi Wang et.al. | 2502.19305 | null |
| 2025-02-26 | Global Graph Propagation with Hierarchical Information Transfer for Incomplete Contrastive Multi-view Clustering | Guoqing Chao et.al. | 2502.19291 | null |
| 2025-02-26 | Multiview graph dual-attention deep learning and contrastive learning for multi-criteria recommender systems | Saman Forouzandeh et.al. | 2502.19271 | null |
| 2025-02-26 | GraphBridge: Towards Arbitrary Transfer Learning in GNNs | Li Ju et.al. | 2502.19252 | null |
| 2025-02-26 | Multi-level Attention-guided Graph Neural Network for Image Restoration | Jiatao Jiang et.al. | 2502.19181 | null |
| 2025-02-26 | A Multi-Agent DRL-Based Framework for Optimal Resource Allocation and Twin Migration in the Multi-Tier Vehicular Metaverse | Nahom Abishu Hayla et.al. | 2502.19004 | null |
| 2025-02-26 | Graph Neural Networks embedded into Margules model for vapor-liquid equilibria prediction | Edgar Ivan Sanchez Medina et.al. | 2502.18998 | null |
| 2025-02-26 | SE(3)-Equivariant Ternary Complex Prediction Towards Target Protein Degradation | Fanglei Xue et.al. | 2502.18875 | null |
| 2025-02-26 | TabGLM: Tabular Graph Language Model for Learning Transferable Representations Through Multi-Modal Consistency Minimization | Anay Majee et.al. | 2502.18847 | null |
| 2025-02-25 | Graph Augmentation for Cross Graph Domain Generalization | Guanzi Chen et.al. | 2502.18188 | null |
| 2025-02-25 | ExPath: Towards Explaining Targeted Pathways for Biological Knowledge Bases | Rikuto Kotoge et.al. | 2502.18026 | null |
| 2025-02-25 | GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes | Michele Fiori et.al. | 2502.17999 | null |
| 2025-02-25 | Broadening Discovery through Structural Models: Multimodal Combination of Local and Structural Properties for Predicting Chemical Features | Nikolai Rekut et.al. | 2502.17986 | null |
| 2025-02-25 | A graph neural network-based multispectral-view learning model for diabetic macular ischemia detection from color fundus photographs | Qinghua He et.al. | 2502.17886 | null |
| 2025-02-25 | Neural Graph Matching Improves Retrieval Augmented Generation in Molecular Machine Learning | Runzhong Wang et.al. | 2502.17874 | null |
| 2025-02-25 | Armada: Memory-Efficient Distributed Training of Large-Scale Graph Neural Networks | Roger Waleffe et.al. | 2502.17846 | null |
| 2025-02-25 | Are GNNs doomed by the topology of their input graph? | Amine Mohamed Aboussalah et.al. | 2502.17739 | null |
| 2025-02-24 | The Power of Graph Signal Processing for Chip Placement Acceleration | Yiting Liu et.al. | 2502.17632 | null |
| 2025-02-24 | Learning Decentralized Swarms Using Rotation Equivariant Graph Neural Networks | Taos Transue et.al. | 2502.17612 | null |
| 2025-02-24 | Sustainable Greenhouse Management: A Comparative Analysis of Recurrent and Graph Neural Networks | Emiliano Seri et.al. | 2502.17371 | null |
| 2025-02-24 | Integrating protein sequence embeddings with structure via graph-based deep learning for the prediction of single-residue properties | Kevin Michalewicz et.al. | 2502.17294 | null |
| 2025-02-24 | Applications of Large Models in Medicine | YunHe Su et.al. | 2502.17132 | null |
| 2025-02-24 | Detecting Code Vulnerabilities with Heterogeneous GNN Training | Yu Luo et.al. | 2502.16835 | null |
| 2025-02-24 | VGFL-SA: Vertical Graph Federated Learning Structure Attack Based on Contrastive Learning | Yang Chen et.al. | 2502.16793 | null |
| 2025-02-23 | To Share or Not to Share: Investigating Weight Sharing in Variational Graph Autoencoders | Guillaume Salha-Galvan et.al. | 2502.16724 | null |
| 2025-02-23 | Subsampling Graphs with GNN Performance Guarantees | Mika Sarkin Jain et.al. | 2502.16703 | null |
| 2025-02-23 | Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations | Laurin Lux et.al. | 2502.16697 | null |
| 2025-02-23 | A Survey of Graph Transformers: Architectures, Theories and Applications | Chaohao Yuan et.al. | 2502.16533 | null |
| 2025-02-23 | GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking | Yingjian Chen et.al. | 2502.16514 | null |
| 2025-02-21 | Game State and Spatio-temporal Action Detection in Soccer using Graph Neural Networks and 3D Convolutional Networks | Jeremie Ochin et.al. | 2502.15462 | null |
| 2025-02-21 | Drug-Target Interaction/Affinity Prediction: Deep Learning Models and Advances Review | Ali Vefghi et.al. | 2502.15346 | null |
| 2025-02-21 | Lightweight yet Efficient: An External Attentive Graph Convolutional Network with Positional Prompts for Sequential Recommendation | Jinyu Zhang et.al. | 2502.15331 | null |
| 2025-02-21 | Learning Maritime Inventory Routing Optimization | Rui Chen et.al. | 2502.15244 | null |
| 2025-02-21 | GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer | Yufan Ye et.al. | 2502.15202 | null |
| 2025-02-21 | Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients | Artur Agaronyan et.al. | 2502.15198 | null |
| 2025-02-21 | Decoding lithium’s subtle phase stability with a machine learning force field | Yiheng Shen et.al. | 2502.15190 | null |
| 2025-02-20 | GiGL: Large-Scale Graph Neural Networks at Snapchat | Tong Zhao et.al. | 2502.15054 | null |
| 2025-02-20 | Benchmarking Android Malware Detection: Rethinking the Role of Traditional and Deep Learning Models | Guojun Liu et.al. | 2502.15041 | null |
| 2025-02-20 | Graph in the Vault: Protecting Edge GNN Inference with Trusted Execution Environment | Ruyi Ding et.al. | 2502.15012 | null |
| 2025-02-20 | Reinforcement Learning with Graph Attention for Routing and Wavelength Assignment with Lightpath Reuse | Michael Doherty et.al. | 2502.14741 | null |
| 2025-02-20 | BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction | Ruochen Li et.al. | 2502.14676 | null |
| 2025-02-20 | Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting | Yannick Wölker et.al. | 2502.14525 | null |
| 2025-02-20 | DAG: Deep Adaptive and Generative $K$ -Free Community Detection on Attributed Graphs | Chang Liu et.al. | 2502.14294 | null |
| 2025-02-20 | Adaptive Sparsified Graph Learning Framework for Vessel Behavior Anomalies | Jeehong Kim et.al. | 2502.14197 | null |
| 2025-02-19 | Dual-level Mixup for Graph Few-shot Learning with Fewer Tasks | Yonghao Liu et.al. | 2502.14158 | null |
| 2025-02-19 | SALTY: Explainable Artificial Intelligence Guided Structural Analysis for Hardware Trojan Detection | Tanzim Mahfuz et.al. | 2502.14116 | null |
| 2025-02-20 | Extending the RANGE of Graph Neural Networks: Relaying Attention Nodes for Global Encoding | Alessandro Caruso et.al. | 2502.13797 | null |
| 2025-02-19 | Unsupervised Graph Embeddings for Session-based Recommendation with Item Features | Andreas Peintner et.al. | 2502.13763 | link |
| 2025-02-19 | Homophily Heterogeneity Matters in Graph Federated Learning: A Spectrum Sharing and Complementing Perspective | Wentao Yu et.al. | 2502.13732 | null |
| 2025-02-19 | Towards Invariance to Node Identifiers in Graph Neural Networks | Maya Bechler-Speicher et.al. | 2502.13660 | null |
| 2025-02-19 | Non-Euclidean Hierarchical Representational Learning using Hyperbolic Graph Neural Networks for Environmental Claim Detection | Darpan Aswal et.al. | 2502.13628 | null |
| 2025-02-19 | Are Large Language Models In-Context Graph Learners? | Jintang Li et.al. | 2502.13562 | null |
| 2025-02-19 | Some Insights of Construction of Feature Graph to Learn Pairwise Feature Interactions with Graph Neural Networks | Phaphontee Yamchote et.al. | 2502.13471 | null |
| 2025-02-19 | SNN-Driven Multimodal Human Action Recognition via Event Camera and Skeleton Data Fusion | Naichuan Zheng et.al. | 2502.13385 | null |
| 2025-02-18 | K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction | Tassallah Abdullahi et.al. | 2502.13344 | link |
| 2025-02-18 | Tuning Algorithmic and Architectural Hyperparameters in Graph-Based Semi-Supervised Learning with Provable Guarantees | Ally Yalei Du et.al. | 2502.12937 | null |
| 2025-02-18 | Graph Neural Networks for Databases: A Survey | Ziming Li et.al. | 2502.12908 | null |
| 2025-02-18 | NTP-INT: Network Traffic Prediction-Driven In-band Network Telemetry for High-load Switches | Penghui Zhang et.al. | 2502.12834 | null |
| 2025-02-18 | Circuit Representation Learning with Masked Gate Modeling and Verilog-AIG Alignment | Haoyuan Wu et.al. | 2502.12732 | link |
| 2025-02-18 | Uncertainty-Aware Graph Structure Learning | Shen Han et.al. | 2502.12618 | null |
| 2025-02-18 | A Graph-Enhanced Deep-Reinforcement Learning Framework for the Aircraft Landing Problem | Vatsal Maru et.al. | 2502.12617 | null |
| 2025-02-18 | Unveiling Mode Connectivity in Graph Neural Networks | Bingheng Li et.al. | 2502.12608 | null |
| 2025-02-18 | GVTNet: Graph Vision Transformer For Face Super-Resolution | Chao Yang et.al. | 2502.12570 | null |
| 2025-02-18 | Improving the Stability of GNN Force Field Models by Reducing Feature Correlation | Yujie Zeng et.al. | 2502.12548 | null |
| 2025-02-18 | USPilot: An Embodied Robotic Assistant Ultrasound System with Large Language Model Enhanced Graph Planner | Mingcong Chen et.al. | 2502.12498 | null |
| 2025-02-17 | LaM-SLidE: Latent Space Modeling of Spatial Dynamical Systems via Linked Entities | Florian Sestak et.al. | 2502.12128 | null |
| 2025-02-17 | Data assimilation performed with robust shape registration and graph neural networks: application to aortic coarctation | Francesco Romor et.al. | 2502.12097 | null |
| 2025-02-17 | UniGO: A Unified Graph Neural Network for Modeling Opinion Dynamics on Graphs | Hao Li et.al. | 2502.11519 | null |
| 2025-02-17 | A GNN-based Spectral Filtering Mechanism for Imbalance Classification in Network Digital Twin | Abubakar Isah et.al. | 2502.11505 | null |
| 2025-02-17 | Structure based SAT dataset for analysing GNN generalisation | Yi Fu et.al. | 2502.11410 | null |
| 2025-02-17 | Oversmoothing as Loss of Sign: Towards Structural Balance in Graph Neural Networks | Jiaqi Wang et.al. | 2502.11394 | null |
| 2025-02-17 | Hierarchical Graph Topic Modeling with Topic Tree-based Transformer | Delvin Ce Zhang et.al. | 2502.11345 | null |
| 2025-02-16 | Unlocking the Potential of Generative AI through Neuro-Symbolic Architectures: Benefits and Limitations | Oualid Bougzime et.al. | 2502.11269 | null |
| 2025-02-16 | Large Language-Geometry Model: When LLM meets Equivariance | Zongzhao Li et.al. | 2502.11149 | null |
| 2025-02-16 | G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems | Shilong Wang et.al. | 2502.11127 | null |
| 2025-02-14 | SGS-GNN: A Supervised Graph Sparsification method for Graph Neural Networks | Siddhartha Shankar Das et.al. | 2502.10208 | null |
| 2025-02-14 | COMBINEX: A Unified Counterfactual Explainer for Graph Neural Networks via Node Feature and Structural Perturbations | Flavio Giorgi et.al. | 2502.10111 | null |
| 2025-02-14 | TransGUNet: Transformer Meets Graph-based Skip Connection for Medical Image Segmentation | Ju-Hyeon Nam et.al. | 2502.09931 | null |
| 2025-02-14 | Evaluating and Improving Graph-based Explanation Methods for Multi-Agent Coordination | Siva Kailas et.al. | 2502.09889 | null |
| 2025-02-13 | VIRGOS: Secure Graph Convolutional Network on Vertically Split Data from Sparse Matrix Decomposition | Yu Zheng et.al. | 2502.09808 | null |
| 2025-02-13 | Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey | Garrik Hoyt et.al. | 2502.09781 | null |
| 2025-02-13 | Enhancing the Utility of Higher-Order Information in Relational Learning | Raphael Pellegrin et.al. | 2502.09570 | link |
| 2025-02-13 | Machine learning for modelling unstructured grid data in computational physics: a review | Sibo Cheng et.al. | 2502.09346 | null |
| 2025-02-13 | Revisiting Topological Interference Management: A Learning-to-Code on Graphs Perspective | Zhiwei Shan et.al. | 2502.09344 | null |
| 2025-02-13 | Graph Diffusion Network for Drug-Gene Prediction | Jiayang Wu et.al. | 2502.09335 | link |
| 2025-02-13 | LiSA: Leveraging Link Recommender to Attack Graph Neural Networks via Subgraph Injection | Wenlun Zhang et.al. | 2502.09271 | null |
| 2025-02-13 | Unlocking the Potential of Classic GNNs for Graph-level Tasks: Simple Architectures Meet Excellence | Yuankai Luo et.al. | 2502.09263 | link |
| 2025-02-13 | Feature-based Graph Attention Networks Improve Online Continual Learning | Adjovi Sim et.al. | 2502.09143 | null |
| 2025-02-13 | Self-Supervised Graph Contrastive Pretraining for Device-level Integrated Circuits | Sungyoung Lee et.al. | 2502.08949 | null |
| 2025-02-12 | CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection | Karish Grover et.al. | 2502.08605 | null |
| 2025-02-12 | Representation Learning to Advance Multi-institutional Studies with Electronic Health Record Data | Doudou Zhou et.al. | 2502.08547 | null |
| 2025-02-12 | Bridging Domain Adaptation and Graph Neural Networks: A Tensor-Based Framework for Effective Label Propagation | Tao Wen et.al. | 2502.08505 | null |
| 2025-02-12 | Enhanced Load Forecasting with GAT-LSTM: Leveraging Grid and Temporal Features | Ugochukwu Orji et.al. | 2502.08376 | null |
| 2025-02-12 | Trustworthy GNNs with LLMs: A Systematic Review and Taxonomy | Ruizhan Xue et.al. | 2502.08353 | null |
| 2025-02-12 | Graph Foundation Models for Recommendation: A Comprehensive Survey | Bin Wu et.al. | 2502.08346 | null |
| 2025-02-12 | Data Pricing for Graph Neural Networks without Pre-purchased Inspection | Yiping Liu et.al. | 2502.08284 | null |
| 2025-02-12 | Equivariant Masked Position Prediction for Efficient Molecular Representation | Junyi An et.al. | 2502.08209 | null |
| 2025-02-12 | MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation | Xiangjin Xie et.al. | 2502.08161 | null |
| 2025-02-12 | Mixture of Decoupled Message Passing Experts with Entropy Constraint for General Node Classification | Xuanze Chen et.al. | 2502.08083 | null |
| 2025-02-11 | Stereograph: Stereoscopic event reconstruction using graph neural networks applied to CTAO | Hana Ali Messaoud et.al. | 2502.07421 | null |
| 2025-02-11 | Effects of Random Edge-Dropping on Over-Squashing in Graph Neural Networks | Jasraj Singh et.al. | 2502.07364 | null |
| 2025-02-10 | Neighborhood-Order Learning Graph Attention Network for Fake News Detection | Batool Lakzaei et.al. | 2502.06927 | null |
| 2025-02-10 | GraNNite: Enabling High-Performance Execution of Graph Neural Networks on Resource-Constrained Neural Processing Units | Arghadip Das et.al. | 2502.06921 | null |
| 2025-02-10 | RelGNN: Composite Message Passing for Relational Deep Learning | Tianlang Chen et.al. | 2502.06784 | null |
| 2025-02-10 | Prompt-Driven Continual Graph Learning | Qi Wang et.al. | 2502.06327 | null |
| 2025-02-10 | IceBerg: Debiased Self-Training for Class-Imbalanced Node Classification | Zhixun Li et.al. | 2502.06280 | null |
| 2025-02-11 | Graph Neural Networks at a Fraction | Rucha Bhalchandra Joshi et.al. | 2502.06136 | null |
| 2025-02-09 | Norm Augmented Graph AutoEncoders for Link Prediction | Yunhui Liu et.al. | 2502.05868 | null |
| 2025-02-09 | Learning Accurate, Efficient, and Interpretable MLPs on Multiplex Graphs via Node-wise Multi-View Ensemble Distillation | Yunhui Liu et.al. | 2502.05864 | null |
| 2025-02-09 | LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification | Shubham Kumar Nigam et.al. | 2502.05836 | null |
| 2025-02-09 | GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation | Danny Wang et.al. | 2502.05780 | null |
| 2025-02-08 | Rethinking Link Prediction for Directed Graphs | Mingguo He et.al. | 2502.05724 | null |
| 2025-02-08 | Graph Neural Networks for Efficient AC Power Flow Prediction in Power Grids | Seyedamirhossein Talebi et.al. | 2502.05702 | null |
| 2025-02-07 | Graph Contrastive Learning for Connectome Classification | Martín Schmidt et.al. | 2502.05109 | null |
| 2025-02-07 | Robust Graph Learning Against Adversarial Evasion Attacks via Prior-Free Diffusion-Based Structure Purification | Jiayi Luo et.al. | 2502.05000 | null |
| 2025-02-07 | GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring | Celia Rubio-Madrigal et.al. | 2502.04891 | null |
| 2025-02-07 | Graph Federated Learning Based Proactive Content Caching in Edge Computing | Rui Wang et.al. | 2502.04760 | null |
| 2025-02-07 | Rethinking Oversmoothing in Graph Neural Networks: A Rank-Based Perspective | Piero Deidda et.al. | 2502.04591 | null |
| 2025-02-06 | Learning Semantics-aware Search Operators for Genetic Programming | Piotr Wyrwiński et.al. | 2502.04568 | null |
| 2025-02-06 | Graph machine learning for flight delay prediction due to holding manouver | Jorge L. Franco et.al. | 2502.04233 | null |
| 2025-02-06 | Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks | Jiate Li et.al. | 2502.04224 | null |
| 2025-02-06 | Optimised Graph Convolution for Calorimetry Event Classification | Matthieu Melennec et.al. | 2502.04193 | null |
| 2025-02-06 | Deep Meta Coordination Graphs for Multi-agent Reinforcement Learning | Nikunj Gupta et.al. | 2502.04028 | link |
| 2025-02-06 | ICGNN: Graph Neural Network Enabled Scalable Beamforming for MISO Interference Channels | Changpeng He et.al. | 2502.03936 | null |
| 2025-02-06 | SWIPTNet: A Unified Deep Learning Framework for SWIPT based on GNN and Transfer Learning | Hong Han et.al. | 2502.03928 | null |
| 2025-02-06 | Graph Neural Network Enabled Fluid Antenna Systems: A Two-Stage Approach | Changpeng He et.al. | 2502.03922 | null |
| 2025-02-06 | Graph Neural Network-Driven Hierarchical Mining for Complex Imbalanced Data | Yijiashun Qi et.al. | 2502.03803 | null |
| 2025-02-06 | Network-Wide Traffic Flow Estimation Across Multiple Cities with Global Open Multi-Source Data: A Large-Scale Case Study in Europe and North America | Zijian Hu et.al. | 2502.03798 | null |
| 2025-02-06 | On the Expressive Power of Subgraph Graph Neural Networks for Graphs with Bounded Cycles | Ziang Chen et.al. | 2502.03703 | null |
| 2025-02-05 | Prediction of the Most Fire-Sensitive Point in Building Structures with Differentiable Agents for Thermal Simulators | Yuan Xinjie et.al. | 2502.03424 | null |
| 2025-02-05 | RiemannGFM: Learning a Graph Foundation Model from Riemannian Geometry | Li Sun et.al. | 2502.03251 | null |
| 2025-02-05 | SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely Limited Labels | Xiangyu Dong et.al. | 2502.03201 | null |
| 2025-02-05 | Efficient Triangular Arbitrage Detection via Graph Neural Networks | Di Zhang et.al. | 2502.03194 | null |
| 2025-02-05 | Optimizing Electric Vehicles Charging using Large Language Models and Graph Neural Networks | Stavros Orfanoudakis et.al. | 2502.03067 | null |
| 2025-02-05 | TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics | Lu Yi et.al. | 2502.02975 | null |
| 2025-02-04 | Beyond Topological Self-Explainable GNNs: A Formal Explainability Perspective | Steve Azzolin et.al. | 2502.02719 | null |
| 2025-02-04 | scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer’s Disease Diagnosis | Yu-An Huang et.al. | 2502.02630 | null |
| 2025-02-04 | Graph Structure Learning for Tumor Microenvironment with Cell Type Annotation from non-spatial scRNA-seq data | Yu-An Huang et.al. | 2502.02629 | null |
| 2025-02-04 | Do Graph Diffusion Models Accurately Capture and Generate Substructure Distributions? | Xiyuan Wang et.al. | 2502.02488 | null |
| 2025-02-04 | Using Random Noise Equivariantly to Boost Graph Neural Networks Universally | Xiyuan Wang et.al. | 2502.02479 | null |
| 2025-02-04 | Towards graph neural networks for provably solving convex optimization problems | Chendi Qian et.al. | 2502.02446 | null |
| 2025-02-04 | Towards Fast Graph Generation via Autoregressive Noisy Filtration Modeling | Markus Krimmel et.al. | 2502.02415 | null |
| 2025-02-04 | MAGNNET: Multi-Agent Graph Neural Network-based Efficient Task Allocation for Autonomous Vehicles with Deep Reinforcement Learning | Lavanya Ratnabala et.al. | 2502.02311 | null |
| 2025-02-04 | Comparative Analysis of FPGA and GPU Performance for Machine Learning-Based Track Reconstruction at LHCb | Fotis I. Giasemis et.al. | 2502.02304 | null |
| 2025-02-04 | EdgeGFL: Rethinking Edge Information in Graph Feature Preference Learning | Shengda Zhuo et.al. | 2502.02302 | null |
| 2025-02-04 | Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation | Chenhao Zhai et.al. | 2502.02232 | null |
| 2025-02-04 | Graph Neural Networks for O-RAN Mobility Management: A Link Prediction Approach | Ana Gonzalez Bermudez et.al. | 2502.02170 | null |
| 2025-02-04 | Query-Based and Unnoticeable Graph Injection Attack from Neighborhood Perspective | Chang Liu et.al. | 2502.01936 | null |
| 2025-01-31 | LiDAR Loop Closure Detection using Semantic Graphs with Graph Attention Networks | Liudi Yang et.al. | 2501.19382 | link |
| 2025-02-03 | E2Former: A Linear-time Efficient and Equivariant Transformer for Scalable Molecular Modeling | Yunyang Li et.al. | 2501.19216 | null |
| 2025-01-31 | RIGNO: A Graph-based framework for robust and accurate operator learning for PDEs on arbitrary domains | Sepehr Mousavi et.al. | 2501.19205 | link |
| 2025-01-31 | Learning Non-Local Molecular Interactions via Equivariant Local Representations and Charge Equilibration | Paul Fuchs et.al. | 2501.19179 | null |
| 2025-01-31 | Learning the Hamiltonian Matrix of Large Atomic Systems | Chen Hao Xia et.al. | 2501.19110 | null |
| 2025-01-31 | Understanding Oversmoothing in GNNs as Consensus in Opinion Dynamics | Keqin Wang et.al. | 2501.19089 | null |
| 2025-01-31 | Improving vision-language alignment with graph spiking hybrid Networks | Siyu Zhang et.al. | 2501.19069 | null |
| 2025-01-31 | Optimizing Job Allocation using Reinforcement Learning with Graph Neural Networks | Lars C. P. M. Quaedvlieg et.al. | 2501.19063 | null |
| 2025-01-31 | Project-and-Fuse: Improving RGB-D Semantic Segmentation via Graph Convolution Networks | Xiaoyan Jiang et.al. | 2501.18851 | null |
| 2025-01-30 | Navigating the Fragrance space Via Graph Generative Models And Predicting Odors | Mrityunjay Sharma et.al. | 2501.18777 | link |
| 2025-01-30 | Node Classification and Search on the Rubik’s Cube Graph with GNNs | Alessandro Barro et.al. | 2501.18580 | null |
| 2025-01-30 | MolGraph-xLSTM: A graph-based dual-level xLSTM framework with multi-head mixture-of-experts for enhanced molecular representation and interpretability | Yan Sun et.al. | 2501.18439 | null |
| 2025-01-30 | A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid Estimation | Àlex Solé et.al. | 2501.18369 | link |
| 2025-01-30 | Contrastive Learning Meets Pseudo-label-assisted Mixup Augmentation: A Comprehensive Graph Representation Framework from Local to Global | Jinlu Wang et.al. | 2501.18357 | null |
| 2025-01-30 | Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models | Wanlong Liu et.al. | 2501.18154 | null |
| 2025-01-30 | ACTGNN: Assessment of Clustering Tendency with Synthetically-Trained Graph Neural Networks | Yiran Luo et.al. | 2501.18112 | null |
| 2025-01-29 | STGCN-LSTM for Olympic Medal Prediction: Dynamic Power Modeling and Causal Policy Optimization | Yiquan Wang et.al. | 2501.17711 | null |
| 2025-01-30 | Graph Neural Network Flavor Tagger and measurement of $\mathrm{sin}2β$ at Belle II | Petros Stavroulakis et.al. | 2501.17631 | null |
| 2025-01-29 | RegionGCN: Spatial-Heterogeneity-Aware Graph Convolutional Networks | Hao Guo et.al. | 2501.17599 | null |
| 2025-01-29 | Query-Aware Learnable Graph Pooling Tokens as Prompt for Large Language Models | Wooyoung Kim et.al. | 2501.17549 | null |
| 2025-01-29 | Reqo: A Robust and Explainable Query Optimization Cost Model | Baoming Chang et.al. | 2501.17414 | link |
| 2025-01-29 | A Geometric Perspective for High-Dimensional Multiplex Graphs | Kamel Abdous et.al. | 2501.17374 | link |
| 2025-01-29 | Channel Estimation for XL-MIMO Systems with Decentralized Baseband Processing: Integrating Local Reconstruction with Global Refinement | Anzheng Tang et.al. | 2501.17059 | null |
| 2025-01-28 | Few Edges Are Enough: Few-Shot Network Attack Detection with Graph Neural Networks | Tristan Bilot et.al. | 2501.16964 | null |
| 2025-01-28 | Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks | Fabian Fumagalli et.al. | 2501.16944 | null |
| 2025-01-28 | Dynamic Hypergraph Representation for Bone Metastasis Cancer Analysis | Yuxuan Chen et.al. | 2501.16787 | null |
| 2025-01-28 | Hypergraph Diffusion for High-Order Recommender Systems | Darnbi Sakong et.al. | 2501.16722 | null |
| 2025-01-28 | Data Mining in Transportation Networks with Graph Neural Networks: A Review and Outlook | Jiawei Xue et.al. | 2501.16656 | null |
| 2025-01-28 | Applying Ensemble Models based on Graph Neural Network and Reinforcement Learning for Wind Power Forecasting | Hongjin Song et.al. | 2501.16591 | null |
| 2025-01-27 | Evaluating the Impact of Detector Design on Jet Flavor Tagging for Future Colliders | Dimitrios Ntounis et.al. | 2501.16584 | null |
| 2025-01-27 | Graph Neural Network Based Hybrid Beamforming Design in Wideband Terahertz MIMO-OFDM Systems | Beier Li et.al. | 2501.16306 | null |
| 2025-01-27 | From Molecules to Mixtures: Learning Representations of Olfactory Mixture Similarity using Inductive Biases | Gary Tom et.al. | 2501.16271 | null |
| 2025-01-27 | ReFill: Reinforcement Learning for Fill-In Minimization | Elfarouk Harb et.al. | 2501.16130 | null |
| 2025-01-27 | ScaDyG:A New Paradigm for Large-scale Dynamic Graph Learning | Xiang Wu et.al. | 2501.16002 | null |
| 2025-01-27 | Multi-View Attention Syntactic Enhanced Graph Convolutional Network for Aspect-based Sentiment Analysis | Xiang Huang et.al. | 2501.15968 | link |
| 2025-01-27 | Adaptive AI-based Decentralized Resource Management in the Cloud-Edge Continuum | Lanpei Li et.al. | 2501.15802 | null |
| 2025-01-27 | GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design | Yuanfu Sun et.al. | 2501.15755 | null |
| 2025-01-26 | Distributionally Robust Graph Out-of-Distribution Recommendation via Diffusion Model | Chu Zhao et.al. | 2501.15555 | null |
| 2025-01-26 | Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space | Xin He et.al. | 2501.15461 | null |
| 2025-01-26 | An Aspect Performance-aware Hypergraph Neural Network for Review-based Recommendation | Junrui Liu et.al. | 2501.15429 | null |
| 2025-01-24 | An Attentive Graph Agent for Topology-Adaptive Cyber Defence | Ilya Orson Sandoval et.al. | 2501.14700 | link |
| 2025-01-24 | On the Homophily of Heterogeneous Graphs: Understanding and Unleashing | Zhen Tao et.al. | 2501.14600 | null |
| 2025-01-24 | Breaking the Pre-Planning Barrier: Real-Time Adaptive Coordination of Mission and Charging UAVs Using Graph Reinforcement Learning | Yuhan Hu et.al. | 2501.14488 | null |
| 2025-01-24 | Convergence of gradient based training for linear Graph Neural Networks | Dhiraj Patel et.al. | 2501.14440 | null |
| 2025-01-24 | Efficiently charting the space of mixed vacancy-ordered perovskites by machine-learning encoded atomic-site information | Fan Zhang et.al. | 2501.14384 | null |
| 2025-01-24 | Adaptive Progressive Attention Graph Neural Network for EEG Emotion Recognition | Tianzhi Feng et.al. | 2501.14246 | null |
| 2025-01-24 | Top Ten Challenges Towards Agentic Neural Graph Databases | Jiaxin Bai et.al. | 2501.14224 | null |
| 2025-01-24 | Tensor-Based Binary Graph Encoding for Variational Quantum Classifiers | Shiwen An et.al. | 2501.14185 | null |
| 2025-01-23 | Graph Neural Controlled Differential Equations For Collaborative Filtering | Ke Xu et.al. | 2501.13908 | link |
| 2025-01-23 | Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks | Lorenz Kummer et.al. | 2501.13776 | null |
| 2025-01-23 | Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function | Maria-Florina Balcan et.al. | 2501.13734 | null |
| 2025-01-23 | The Road to Learning Explainable Inverse Kinematic Models: Graph Neural Networks as Inductive Bias for Symbolic Regression | Pravin Pandey et.al. | 2501.13641 | null |
| 2025-01-23 | VARFVV: View-Adaptive Real-Time Interactive Free-View Video Streaming with Edge Computing | Qiang Hu et.al. | 2501.13630 | null |
| 2025-01-23 | GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality | Zehao Liu et.al. | 2501.13493 | null |
| 2025-01-23 | KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks | Taoran Fang et.al. | 2501.13456 | link |
| 2025-01-22 | Less is More: Simple yet Effective Heuristic Community Detection with Graph Convolution Network | Hong Wang et.al. | 2501.12946 | null |
| 2025-01-22 | HierPromptLM: A Pure PLM-based Framework for Representation Learning on Heterogeneous Text-rich Networks | Qiuyu Zhu et.al. | 2501.12857 | null |
| 2025-01-22 | GRAMA: Adaptive Graph Autoregressive Moving Average Models | Moshe Eliasof et.al. | 2501.12732 | null |
| 2025-01-22 | A Unified Invariant Learning Framework for Graph Classification | Yongduo Sui et.al. | 2501.12595 | link |
| 2025-01-22 | FedGrAINS: Personalized SubGraph Federated Learning with Adaptive Neighbor Sampling | Emir Ceyani et.al. | 2501.12592 | null |
| 2025-01-21 | SafePowerGraph-HIL: Real-Time HIL Validation of Heterogeneous GNNs for Bridging Sim-to-Real Gap in Power Grids | Aoxiang Ma et.al. | 2501.12427 | null |
| 2025-01-21 | A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications | Eugenio Borzone et.al. | 2501.12309 | null |
| 2025-01-21 | SVGS-DSGAT: An IoT-Enabled Innovation in Underwater Robotic Object Detection Technology | Dongli Wu et.al. | 2501.12169 | null |
| 2025-01-21 | DSTSA-GCN: Advancing Skeleton-Based Gesture Recognition with Semantic-Aware Spatio-Temporal Topology Modeling | Hu Cui et.al. | 2501.12086 | null |
| 2025-01-21 | Coarse-to-Fine Lightweight Meta-Embedding for ID-Based Recommendation | Yang Wang et.al. | 2501.11870 | link |
| 2025-01-20 | Leveraging graph neural networks and mobility data for COVID-19 forecasting | Fernando H. O. Duarte et.al. | 2501.11711 | null |
| 2025-01-20 | Graph Defense Diffusion Model | Xin He et.al. | 2501.11568 | null |
| 2025-01-20 | Disentangled Modeling of Preferences and Social Influence for Group Recommendation | Guangze Ye et.al. | 2501.11342 | null |
| 2025-01-20 | Advancing Multi-Party Dialogue Systems with Speaker-ware Contrastive Learning | Zhongtian Hu et.al. | 2501.11292 | null |
| 2025-01-20 | Spatiotemporal Air Quality Mapping in Urban Areas Using Sparse Sensor Data, Satellite Imagery, Meteorological Factors, and Spatial Features | Osama Ahmad et.al. | 2501.11270 | null |
| 2025-01-20 | Multivariate Wireless Link Quality Prediction Based on Pre-trained Large Language Models | Zhuangzhuang Yan et.al. | 2501.11247 | null |
| 2025-01-17 | Spatio-temporal Graph Learning on Adaptive Mined Key Frames for High-performance Multi-Object Tracking | Futian Wang et.al. | 2501.10129 | null |
| 2025-01-17 | Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks | Michael Schwingshackl et.al. | 2501.10080 | link |
| 2025-01-17 | Virtual Nodes Improve Long-term Traffic Prediction | Xiaoyang Cao et.al. | 2501.10048 | null |
| 2025-01-17 | Study on a Fast Solver for Combined Field Integral Equations of 3D Conducting Bodies Based on Graph Neural Networks | Tao Shan et.al. | 2501.09923 | link |
| 2025-01-16 | BN-Pool: a Bayesian Nonparametric Approach to Graph Pooling | Daniele Castellana et.al. | 2501.09821 | null |
| 2025-01-16 | Graph Neural Networks for Travel Distance Estimation and Route Recommendation Under Probabilistic Hazards | Tong Liu et.al. | 2501.09803 | null |
| 2025-01-16 | Towards Robust and Realistic Human Pose Estimation via WiFi Signals | Yang Chen et.al. | 2501.09411 | link |
| 2025-01-16 | Fast Searching of Extreme Operating Conditions for Relay Protection Setting Calculation Based on Graph Neural Network and Reinforcement Learning | Yan Li et.al. | 2501.09399 | null |
| 2025-01-16 | First Experiments with Neural cvc5 | Jelle Piepenbrock et.al. | 2501.09379 | link |
| 2025-01-15 | Enhancing Graph Representation Learning with Localized Topological Features | Zuoyu Yan et.al. | 2501.09178 | link |
| 2025-01-15 | Multi-Class Traffic Assignment using Multi-View Heterogeneous Graph Attention Networks | Tong Liu et.al. | 2501.09117 | null |
| 2025-01-15 | Similarity-Quantized Relative Difference Learning for Improved Molecular Activity Prediction | Karina Zadorozhny et.al. | 2501.09103 | null |
| 2025-01-15 | CrystalGRW: Generative Modeling of Crystal Structures with Targeted Properties via Geodesic Random Walks | Krit Tangsongcharoen et.al. | 2501.08998 | null |
| 2025-01-15 | Joint Detection and Decoding: A Graph Neural Network Approach | Jannis Clausius et.al. | 2501.08871 | null |
| 2025-01-15 | MeshMask: Physics-Based Simulations with Masked Graph Neural Networks | Paul Garnier et.al. | 2501.08738 | null |
| 2025-01-15 | GRAPPA – A Hybrid Graph Neural Network for Predicting Pure Component Vapor Pressures | Marco Hoffmann et.al. | 2501.08729 | null |
| 2025-01-15 | Normalize Then Propagate: Efficient Homophilous Regularization for Few-shot Semi-Supervised Node Classification | Baoming Zhang et.al. | 2501.08581 | null |
| 2025-01-15 | OMEGA: A Low-Latency GNN Serving System for Large Graphs | Geon-Woo Kim et.al. | 2501.08547 | null |
| 2025-01-14 | Predict Confidently, Predict Right: Abstention in Dynamic Graph Learning | Jayadratha Gayen et.al. | 2501.08397 | null |
| 2025-01-14 | Benchmarking Graph Representations and Graph Neural Networks for Multivariate Time Series Classification | Wennuo Yang et.al. | 2501.08305 | link |
| 2025-01-14 | Combining imaging and shape features for prediction tasks of Alzheimer’s disease classification and brain age regression | Nairouz Shehata et.al. | 2501.07994 | null |
| 2025-01-14 | QGHNN: A quantum graph Hamiltonian neural network | Wenxuan Wang et.al. | 2501.07986 | null |
| 2025-01-13 | A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks | Sree Bhattacharyya et.al. | 2501.07746 | null |
| 2025-01-13 | SafePowerGraph-LLM: Novel Power Grid Graph Embedding and Optimization with Large Language Models | Fabien Bernier et.al. | 2501.07639 | null |
| 2025-01-13 | Advancing Higgsino Searches by Integrating ML for Boosted Object Tagging and Event Selection | Rameswar Sahu et.al. | 2501.07491 | null |
| 2025-01-13 | Dynami-CAL GraphNet: A Physics-Informed Graph Neural Network Conserving Linear and Angular Momentum for Dynamical Systems | Vinay Sharma et.al. | 2501.07373 | null |
| 2025-01-13 | Generalizable Graph Neural Networks for Robust Power Grid Topology Control | Matthijs de Jong et.al. | 2501.07186 | null |
| 2025-01-13 | Knowledge Distillation and Enhanced Subdomain Adaptation Using Graph Convolutional Network for Resource-Constrained Bearing Fault Diagnosis | Mohammadreza Kavianpour et.al. | 2501.07173 | null |
| 2025-01-13 | Duplex: Dual Prototype Learning for Compositional Zero-Shot Learning | Zhong Peng et.al. | 2501.07114 | null |
| 2025-01-13 | Graph Contrastive Learning on Multi-label Classification for Recommendations | Jiayang Wu et.al. | 2501.06985 | null |
| 2025-01-12 | Improving Pain Classification using Spatio-Temporal Deep Learning Approaches with Facial Expressions | Aafaf Ridouan et.al. | 2501.06787 | null |
| 2025-01-11 | Dual-Modality Representation Learning for Molecular Property Prediction | Anyin Zhao et.al. | 2501.06608 | null |
| 2025-01-11 | On the Computational Capability of Graph Neural Networks: A Circuit Complexity Bound Perspective | Xiaoyu Li et.al. | 2501.06444 | null |
| 2025-01-10 | Efficient Transition State Searches by Freezing String Method with Graph Neural Network Potentials | Jonah Marks et.al. | 2501.06159 | null |
| 2025-01-10 | DeltaGNN: Graph Neural Network with Information Flow Control | Kevin Mancini et.al. | 2501.06002 | link |
| 2025-01-10 | Discovery of sustainable energy materials via the machine-learned material space | Malte Grunert et.al. | 2501.05903 | null |
| 2025-01-10 | Annealing Machine-assisted Learning of Graph Neural Network for Combinatorial Optimization | Pablo Loyola et.al. | 2501.05845 | null |
| 2025-01-10 | Fine-tuning is Not Fine: Mitigating Backdoor Attacks in GNNs with Limited Clean Data | Jiale Zhang et.al. | 2501.05835 | null |
| 2025-01-10 | Halal or Not: Knowledge Graph Completion for Predicting Cultural Appropriateness of Daily Products | Van Thuy Hoang et.al. | 2501.05768 | link |
| 2025-01-10 | TransPlace: Transferable Circuit Global Placement via Graph Neural Network | Yunbo Hou et.al. | 2501.05667 | null |
| 2025-01-10 | Scaling Safe Multi-Agent Control for Signal Temporal Logic Specifications | Joe Eappen et.al. | 2501.05639 | null |
| 2025-01-09 | Watermarking Graph Neural Networks via Explanations for Ownership Protection | Jane Downer et.al. | 2501.05614 | null |
| 2025-01-09 | Quantum Simplicial Neural Networks | Simone Piperno et.al. | 2501.05558 | null |
| 2025-01-09 | Discovery of Spin-Crossover Candidates with Equivariant Graph Neural Networks | Angel Albavera-Mata et.al. | 2501.05341 | null |
| 2025-01-09 | Improving Skeleton-based Action Recognition with Interactive Object Information | Hao Wen et.al. | 2501.05066 | link |
| 2025-01-09 | Vision Graph Non-Contrastive Learning for Audio Deepfake Detection with Limited Labels | Falih Gozi Febrinanto et.al. | 2501.04942 | null |
| 2025-01-08 | Intelligent experiments through real-time AI: Fast Data Processing and Autonomous Detector Control for sPHENIX and future EIC detectors | J. Kvapil et.al. | 2501.04845 | null |
| 2025-01-08 | Large-Scale Spectral Graph Neural Networks via Laplacian Sparsification: Technical Report | Haipeng Ding et.al. | 2501.04570 | null |
| 2025-01-09 | Dynamic Localisation of Spatial-Temporal Graph Neural Network | Wenying Duan et.al. | 2501.04239 | null |
| 2025-01-08 | GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer Histopathology | Raktim Kumar Mondol et.al. | 2501.04206 | link |
| 2025-01-07 | KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion | Dong Hyun Jeon et.al. | 2501.04161 | null |
| 2025-01-07 | GraphNeT 2.0 – A Deep Learning Library for Neutrino Telescopes | Rasmus F. Ørsøe et.al. | 2501.03817 | null |
| 2025-01-07 | Image Segmentation: Inducing graph-based learning | Aryan Singh et.al. | 2501.03765 | link |
| 2025-01-07 | Exploring Molecule Generation Using Latent Space Graph Diffusion | Prashanth Pombala et.al. | 2501.03696 | link |
| 2025-01-07 | MHGNet: Multi-Heterogeneous Graph Neural Network for Traffic Prediction | Mei Wu et.al. | 2501.03635 | link |
| 2025-01-07 | Coupled Hierarchical Structure Learning using Tree-Wasserstein Distance | Ya-Wei Eileen Lin et.al. | 2501.03627 | null |
| 2025-01-07 | Deep Learning for Pathological Speech: A Survey | Shakeel A. Sheikh et.al. | 2501.03536 | null |
| 2025-01-07 | LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging | Shubhr Singh et.al. | 2501.03464 | null |
| 2025-01-06 | Mixture-of-Experts Graph Transformers for Interpretable Particle Collision Detection | Donatella Genovese et.al. | 2501.03432 | null |
| 2025-01-07 | LightGNN: Simple Graph Neural Network for Recommendation | Guoxuan Chen et.al. | 2501.03228 | link |
| 2025-01-06 | Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality | Joshua Southern et.al. | 2501.03113 | null |
| 2025-01-06 | CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks | Atmane Ayoub Mansour Bahara et.al. | 2501.02981 | null |
| 2025-01-06 | LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views | Ziyun Zou et.al. | 2501.02969 | null |
| 2025-01-06 | DarkFarseer: Inductive Spatio-temporal Kriging via Hidden Style Enhancement and Sparsity-Noise Mitigation | Zhuoxuan Liang et.al. | 2501.02808 | null |
| 2025-01-06 | GraphDART: Graph Distillation for Efficient Advanced Persistent Threat Detection | Saba Fathi Rabooki et.al. | 2501.02796 | null |
| 2025-01-06 | Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training | Ting Wang et.al. | 2501.02767 | link |
| 2025-01-06 | Are GNNs Effective for Multimodal Fault Diagnosis in Microservice Systems? | Fei Gao et.al. | 2501.02766 | null |
| 2025-01-06 | Enhancing Robot Route Optimization in Smart Logistics with Transformer and GNN Integration | Hao Luo et.al. | 2501.02749 | null |
| 2025-01-06 | OpenGU: A Comprehensive Benchmark for Graph Unlearning | Bowen Fan et.al. | 2501.02728 | null |
| 2025-01-03 | MixGCN: Scalable GCN Training by Mixture of Parallelism and Mixture of Accelerators | Cheng Wan et.al. | 2501.01951 | null |
| 2025-01-03 | A Probabilistic Model for Node Classification in Directed Graphs | Diego Huerta et.al. | 2501.01630 | null |
| 2025-01-02 | HetGCoT-Rec: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Journal Recommendation | Runsong Jia et.al. | 2501.01203 | null |
| 2025-01-02 | Leveraging Full Dependency Parsing Graph Information For Biomedical Event Extraction | Farshad Noravesh et.al. | 2501.01158 | null |
| 2025-01-02 | Graph Generative Pre-trained Transformer | Xiaohui Chen et.al. | 2501.01073 | link |
| 2025-01-01 | Spatial Temporal Attention based Target Vehicle Trajectory Prediction for Internet of Vehicles | Ouhan Huang et.al. | 2501.00890 | null |
| 2025-01-01 | Revisiting Graph Neural Networks on Graph-level Tasks: Comprehensive Experiments, Analysis, and Improvements | Haoyang Li et.al. | 2501.00773 | null |
| 2025-01-01 | Avoiding Oversmoothing in Deep Graph Neural Networks: A Multiplicative Ergodic Analysis | Ziang Chen et.al. | 2501.00762 | null |
| 2025-01-01 | FasterSTS: A Faster Spatio-Temporal Synchronous Graph Convolutional Networks for Traffic flow Forecasting | Ben-Ao Dai et.al. | 2501.00756 | null |
| 2025-01-01 | AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold Start Mitigation in Attribute Missing Graphs | Mengran Li et.al. | 2501.00743 | link |
| 2025-01-01 | KAN KAN Buff Signed Graph Neural Networks? | Muhieddine Shebaro et.al. | 2501.00709 | null |
| 2024-12-31 | Hierarchical equivariant graph neural networks for forecasting collective motion in vortex clusters and microswimmers | Alec J. Linot et.al. | 2501.00626 | null |
| 2024-12-30 | Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction | Yuan Mi et.al. | 2412.20962 | null |
| 2024-12-30 | FastCHGNet: Training one Universal Interatomic Potential to 1.5 Hours with 32 GPUs | Yuanchang Zhou et.al. | 2412.20796 | null |
| 2024-12-30 | Overcoming Class Imbalance: Unified GNN Learning with Structural and Semantic Connectivity Representations | Abdullah Alchihabi et.al. | 2412.20656 | null |
| 2024-12-30 | Graph Neural Networks for Next-Generation-IoT: Recent Advances and Open Challenges | Nguyen Xuan Tung et.al. | 2412.20634 | null |
| 2024-12-29 | NeutronTP: Load-Balanced Distributed Full-Graph GNN Training with Tensor Parallelism | Xin Ai et.al. | 2412.20379 | null |
| 2024-12-28 | Towards Ideal Temporal Graph Neural Networks: Evaluations and Conclusions after 10,000 GPU Hours | Yuxin Yang et.al. | 2412.20256 | null |
| 2024-12-28 | Discrete Curvature Graph Information Bottleneck | Xingcheng Fu et.al. | 2412.19993 | null |
| 2024-12-27 | Enhancing Cognitive Diagnosis by Modeling Learner Cognitive Structure State | Zhifu Chen et.al. | 2412.19759 | null |
| 2024-12-27 | ViDTA: Enhanced Drug-Target Affinity Prediction via Virtual Graph Nodes and Attention-based Feature Fusion | Minghui Li et.al. | 2412.19589 | null |
| 2024-12-27 | Introduction to Graph Neural Networks: A Starting Point for Machine Learning Engineers | James H. Tanis et.al. | 2412.19419 | null |
| 2024-12-26 | RecLM: Recommendation Instruction Tuning | Yangqin Jiang et.al. | 2412.19302 | link |
| 2024-12-26 | Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning | Xingbo Fu et.al. | 2412.19229 | null |
| 2024-12-26 | Large Language Models Meet Graph Neural Networks: A Perspective of Graph Mining | Yuxin You et.al. | 2412.19211 | null |
| 2024-12-26 | GAIS: A Novel Approach to Instance Selection with Graph Attention Networks | Zahiriddin Rustamov et.al. | 2412.19201 | null |
| 2024-12-26 | ERGNN: Spectral Graph Neural Network with Explicitly-optimized Rational Graph Filters | Guoming Li et.al. | 2412.19106 | null |
| 2024-12-25 | Don’t Lose Yourself: Boosting Multimodal Recommendation via Reducing Node-neighbor Discrepancy in Graph Convolutional Network | Zheyu Chen et.al. | 2412.18962 | null |
| 2024-12-25 | Adversarial Training for Graph Neural Networks via Graph Subspace Energy Optimization | Ganlin Liu et.al. | 2412.18886 | null |
| 2024-12-24 | GCN-ABFT: Low-Cost Online Error Checking for Graph Convolutional Networks | Christodoulos Peltekis et.al. | 2412.18534 | null |
| 2024-12-24 | Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks against GNN-Based Fraud Detectors | Jinhyeok Choi et.al. | 2412.18370 | link |
| 2024-12-24 | Towards understanding how attention mechanism works in deep learning | Tianyu Ruan et.al. | 2412.18288 | null |
| 2024-12-24 | Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation | Sheng Xiang et.al. | 2412.18287 | link |
| 2024-12-24 | NoiseHGNN: Synthesized Similarity Graph-Based Neural Network For Noised Heterogeneous Graph Representation Learning | Xiong Zhang et.al. | 2412.18267 | link |
| 2024-12-24 | Free the Design Space of Equivariant Graph Neural Networks: High-Rank Irreducible Cartesian Tensor Decomposition and Bases of Equivariant Spaces | Shihao Shao et.al. | 2412.18263 | null |
| 2024-12-24 | An Automatic Graph Construction Framework based on Large Language Models for Recommendation | Rong Shan et.al. | 2412.18241 | link |
| 2024-12-24 | GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural Network | Xianfeng Song et.al. | 2412.18221 | link |
| 2024-12-24 | Exact Acceleration of Subgraph Graph Neural Networks by Eliminating Computation Redundancy | Qian Tao et.al. | 2412.18125 | null |
| 2024-12-23 | Extending Graph Condensation to Multi-Label Datasets: A Benchmark Study | Liangliang Zhang et.al. | 2412.17961 | null |
| 2024-12-23 | LASE: Learned Adjacency Spectral Embeddings | Sofía Pérez Casulo et.al. | 2412.17734 | null |
| 2024-12-23 | Graph Neural Networks Are Evolutionary Algorithms | Kaichen Ouyang et.al. | 2412.17629 | null |
| 2024-12-23 | Towards Foundation Models on Graphs: An Analysis on Cross-Dataset Transfer of Pretrained GNNs | Fabrizio Frasca et.al. | 2412.17609 | null |
| 2024-12-23 | Graph Size-imbalanced Learning with Energy-guided Structural Smoothing | Jiawen Qin et.al. | 2412.17591 | null |
| 2024-12-23 | Line Graph Vietoris-Rips Persistence Diagram for Topological Graph Representation Learning | Jaesun Shin et.al. | 2412.17468 | link |
| 2024-12-23 | Markov Process-Based Graph Convolutional Networks for Entity Classification in Knowledge Graphs | Johannes Mäkelburg et.al. | 2412.17438 | null |
| 2024-12-23 | BrainMAP: Learning Multiple Activation Pathways in Brain Networks | Song Wang et.al. | 2412.17404 | null |
| 2024-12-23 | ORIGAMI: A generative transformer architecture for predictions from semi-structured data | Thomas Rückstieß et.al. | 2412.17348 | null |
| 2024-12-23 | Multi-view Fuzzy Graph Attention Networks for Enhanced Graph Learning | Jinming Xing et.al. | 2412.17271 | null |
| 2024-12-23 | A Coalition Game for On-demand Multi-modal 3D Automated Delivery System | Farzan Moosavi et.al. | 2412.17252 | null |
| 2024-12-20 | FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks | Siddharth Ambekar et.al. | 2412.16144 | null |
| 2024-12-20 | Choose Your Explanation: A Comparison of SHAP and GradCAM in Human Activity Recognition | Felix Tempel et.al. | 2412.16003 | link |
| 2024-12-20 | Astrometric constraints on stochastic gravitational wave background with neural networks | Marienza Caldarola et.al. | 2412.15879 | null |
| 2024-12-20 | GraphSeqLM: A Unified Graph Language Framework for Omic Graph Learning | Heming Zhang et.al. | 2412.15790 | null |
| 2024-12-20 | Prompt-based Unifying Inference Attack on Graph Neural Networks | Yuecen Wei et.al. | 2412.15735 | link |
| 2024-12-20 | Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck | Van Thuy Hoang et.al. | 2412.15589 | null |
| 2024-12-20 | Understanding When and Why Graph Attention Mechanisms Work via Node Classification | Zhongtian Ma et.al. | 2412.15496 | null |
| 2024-12-19 | Investigating Relational State Abstraction in Collaborative MARL | Sharlin Utke et.al. | 2412.15388 | link |
| 2024-12-19 | Graph-neural-network predictions of solid-state NMR parameters from spherical tensor decomposition | Chiheb Ben Mahmoud et.al. | 2412.15063 | null |
| 2024-12-19 | Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation | Rongqing Kenneth Ong et.al. | 2412.14978 | link |
| 2024-12-19 | Graph-Convolutional Networks: Named Entity Recognition and Large Language Model Embedding in Document Clustering | Imed Keraghel et.al. | 2412.14867 | null |
| 2024-12-19 | Answer Set Networks: Casting Answer Set Programming into Deep Learning | Arseny Skryagin et.al. | 2412.14814 | link |
| 2024-12-19 | Boosting GNN Performance via Training Sample Selection Based on Adversarial Robustness Evaluation | Yongyu Wang et.al. | 2412.14738 | null |
| 2024-12-19 | IOHunter: Graph Foundation Model to Uncover Online Information Operations | Marco Minici et.al. | 2412.14663 | link |
| 2024-12-19 | Trainable Adaptive Activation Function Structure (TAAFS) Enhances Neural Network Force Field Performance with Only Dozens of Additional Parameters | Enji Li et.al. | 2412.14655 | null |
| 2024-12-19 | Towards Scalable and Deep Graph Neural Networks via Noise Masking | Yuxuan Liang et.al. | 2412.14602 | null |
| 2024-12-19 | Treatment Effects Estimation on Networked Observational Data using Disentangled Variational Graph Autoencoder | Di Fan et.al. | 2412.14497 | null |
| 2024-12-19 | HEC-GCN: Hypergraph Enhanced Cascading Graph Convolution Network for Multi-Behavior Recommendation | Yabo Yin et.al. | 2412.14476 | null |
| 2024-12-18 | Learning and Reconstructing Conflicts in O-RAN: A Graph Neural Network Approach | Arshia Zolghadr et.al. | 2412.14119 | null |
| 2024-12-18 | Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation | Jun Hu et.al. | 2412.13994 | link |
| 2024-12-18 | GraphAvatar: Compact Head Avatars with GNN-Generated 3D Gaussians | Xiaobao Wei et.al. | 2412.13983 | link |
| 2024-12-18 | Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture | Malay Pandey et.al. | 2412.13935 | link |
| 2024-12-18 | Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training | Shuyin Xia et.al. | 2412.13842 | null |
| 2024-12-18 | Optimal Exact Recovery in Semi-Supervised Learning: A Study of Spectral Methods and Graph Convolutional Networks | Hai-Xiao Wang et.al. | 2412.13754 | null |
| 2024-12-17 | Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach | Konstantin Zaitsev et.al. | 2412.13283 | null |
| 2024-12-17 | Enhancing Internet of Things Security throughSelf-Supervised Graph Neural Networks | Safa Ben Atitallah et.al. | 2412.13240 | null |
| 2024-12-17 | Cluster-guided Contrastive Class-imbalanced Graph Classification | Wei Ju et.al. | 2412.12984 | null |
| 2024-12-18 | Graph Spring Neural ODEs for Link Sign Prediction | Andrin Rehmann et.al. | 2412.12916 | null |
| 2024-12-17 | Learning Coarse-to-Fine Pruning of Graph Convolutional Networks for Skeleton-based Recognition | Hichem Sahbi et.al. | 2412.12887 | null |
| 2024-12-17 | Towards Effective Graph Rationalization via Boosting Environment Diversity | Yujie Wang et.al. | 2412.12880 | null |
| 2024-12-17 | A Multigrid Graph U-Net Framework for Simulating Multiphase Flow in Heterogeneous Porous Media | Jiamin Jiang et.al. | 2412.12757 | null |
| 2024-12-17 | Shared Attention-based Autoencoder with Hierarchical Fusion-based Graph Convolution Network for sEEG SOZ Identification | Huachao Yan et.al. | 2412.12651 | null |
| 2024-12-17 | Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes | Kuiyuan Zhang et.al. | 2412.12619 | null |
| 2024-12-17 | AutoSGNN: Automatic Propagation Mechanism Discovery for Spectral Graph Neural Networks | Shibing Mo et.al. | 2412.12483 | link |
| 2024-12-17 | Graph Learning in the Era of LLMs: A Survey from the Perspective of Data, Models, and Tasks | Xunkai Li et.al. | 2412.12456 | null |
| 2024-12-16 | DeepSN: A Sheaf Neural Framework for Influence Maximization | Asela Hevapathige et.al. | 2412.12416 | null |
| 2024-12-16 | Thermodynamics-informed graph neural networks for real-time simulation of digital human twins | Lucas Tesán et.al. | 2412.12034 | null |
| 2024-12-16 | Learning interactions between Rydberg atoms | Olivier Simard et.al. | 2412.12019 | null |
| 2024-12-16 | Cost-Effective Label-free Node Classification with LLMs | Taiyan Zhang et.al. | 2412.11983 | null |
| 2024-12-16 | BetaExplainer: A Probabilistic Method to Explain Graph Neural Networks | Whitney Sloneker et.al. | 2412.11964 | link |
| 2024-12-16 | SPGL: Enhancing Session-based Recommendation with Single Positive Graph Learning | Tiantian Liang et.al. | 2412.11846 | link |
| 2024-12-16 | Designing Semi-Structured Pruning of Graph Convolutional Networks for Skeleton-based Recognition | Hichem Sahbi et.al. | 2412.11813 | null |
| 2024-12-16 | Prediction of social dilemmas in networked populations via graph neural networks | Huaiyu Tan et.al. | 2412.11775 | null |
| 2024-12-16 | Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs | Junjie Huang et.al. | 2412.11747 | null |
| 2024-12-16 | Asymmetric Learning for Spectral Graph Neural Networks | Fangbing Liu et.al. | 2412.11739 | link |
| 2024-12-16 | Smoothness Really Matters: A Simple yet Effective Approach for Unsupervised Graph Domain Adaptation | Wei Chen et.al. | 2412.11654 | link |
| 2024-12-13 | Shape error prediction in 5-axis machining using graph neural networks | Julia Huuk et.al. | 2412.10341 | null |
| 2024-12-13 | A Novel Framework Using Deep Reinforcement Learning for Join Order Selection | Chang Liu et.al. | 2412.10253 | null |
| 2024-12-13 | Keep It Simple: Towards Accurate Vulnerability Detection for Large Code Graphs | Xin Peng et.al. | 2412.10164 | null |
| 2024-12-13 | Can LLMs Convert Graphs to Text-Attributed Graphs? | Zehong Wang et.al. | 2412.10136 | link |
| 2024-12-13 | Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective | Yuchen Fang et.al. | 2412.09972 | null |
| 2024-12-13 | GraSP: Simple yet Effective Graph Similarity Predictions | Haoran Zheng et.al. | 2412.09968 | link |
| 2024-12-13 | Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes | Xuemin Wang et.al. | 2412.09947 | null |
| 2024-12-13 | Brain-inspired Chaotic Graph Backpropagation for Large-scale Combinatorial Optimization | Peng Tao et.al. | 2412.09860 | null |
| 2024-12-13 | Universal Inceptive GNNs by Eliminating the Smoothness-generalization Dilemma | Ming Gu et.al. | 2412.09805 | null |
| 2024-12-12 | TransferLight: Zero-Shot Traffic Signal Control on any Road-Network | Johann Schmidt et.al. | 2412.09719 | null |
| 2024-12-12 | Search Strategy Generation for Branch and Bound Using Genetic Programming | Gwen Maudet et.al. | 2412.09444 | null |
| 2024-12-12 | Opinion de-polarization of social networks with GNNs | Konstantinos Mylonas et.al. | 2412.09404 | null |
| 2024-12-12 | Hybrid variable spiking graph neural networks for energy-efficient scientific machine learning | Isha Jain et.al. | 2412.09379 | null |
| 2024-12-12 | Multi-Scale Heterogeneous Text-Attributed Graph Datasets From Diverse Domains | Yunhui Liu et.al. | 2412.08937 | link |
| 2024-12-12 | Grothendieck Graph Neural Networks Framework: An Algebraic Platform for Crafting Topology-Aware GNNs | Amirreza Shiralinasab Langari et.al. | 2412.08835 | link |
| 2024-12-11 | Grimm: A Plug-and-Play Perturbation Rectifier for Graph Neural Networks Defending against Poisoning Attacks | Ao Liu et.al. | 2412.08555 | null |
| 2024-12-11 | Robustness of Graph Classification: failure modes, causes, and noise-resistant loss in Graph Neural Networks | Farooq Ahmad Wani et.al. | 2412.08419 | null |
| 2024-12-12 | Rumor Detection on Social Media with Temporal Propagation Structure Optimization | Xingyu Peng et.al. | 2412.08316 | null |
| 2024-12-11 | GDSG: Graph Diffusion-based Solution Generation for Optimization Problems in MEC Networks | Ruihuai Liang et.al. | 2412.08296 | link |
| 2024-12-11 | DistrictNet: Decision-aware learning for geographical districting | Cheikh Ahmed et.al. | 2412.08287 | link |
| 2024-12-11 | Mixture of Experts Meets Decoupled Message Passing: Towards General and Adaptive Node Classification | Xuanze Chen et.al. | 2412.08193 | null |
| 2024-12-11 | Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? | Zihao Li et.al. | 2412.08174 | link |
| 2024-12-11 | DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models | Haonan Yuan et.al. | 2412.08160 | link |
| 2024-12-11 | Rapid Bayesian Seismic Tomography using Graph Mixture Density Networks | Xin Zhang et.al. | 2412.08080 | null |
| 2024-12-11 | Cluster-Enhanced Federated Graph Neural Network for Recommendation | Haiyan Wang et.al. | 2412.08066 | null |
| 2024-12-10 | Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks | Yanwei Yue et.al. | 2412.07605 | null |
| 2024-12-10 | GSM: A GNN-based Space-MIMO Framework for Direct-to-Cell Communications | Sai Xu et.al. | 2412.07555 | null |
| 2024-12-10 | Statistical Precoder Design in Multi-User Systems via Graph Neural Networks and Generative Modeling | Nurettin Turan et.al. | 2412.07519 | null |
| 2024-12-10 | AHSG: Adversarial Attacks on High-level Semantics in Graph Neural Networks | Kai Yuan et.al. | 2412.07468 | null |
| 2024-12-10 | Towards Graph Foundation Models: A Study on the Generalization of Positional and Structural Encodings | Billy Joe Franks et.al. | 2412.07407 | null |
| 2024-12-10 | Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks | Junwei Su et.al. | 2412.07273 | null |
| 2024-12-10 | A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Neural Networks | Biswadeep Chakraborty et.al. | 2412.07243 | null |
| 2024-12-10 | Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective | Yushun Dong et.al. | 2412.07188 | link |
| 2024-12-10 | Deep Learning-Enhanced Preconditioning for Efficient Conjugate Gradient Solvers in Large-Scale PDE Systems | Rui Li et.al. | 2412.07127 | null |
| 2024-12-10 | Covered Forest: Fine-grained generalization analysis of graph neural networks | Antonis Vasileiou et.al. | 2412.07106 | null |
| 2024-12-09 | 3D Graph Attention Networks for High Fidelity Pediatric Glioma Segmentation | Harish Thangaraj et.al. | 2412.06743 | null |
| 2024-12-09 | MISFEAT: Feature Selection for Subgroups with Systematic Missing Data | Bar Genossar et.al. | 2412.06711 | null |
| 2024-12-09 | Cramér-Rao Bound Analysis and Beamforming Design for 3D Extended Target in ISAC: From Optimization to Learning Approaches | Yiqiu Wang et.al. | 2412.06353 | null |
| 2024-12-09 | A Self-guided Multimodal Approach to Enhancing Graph Representation Learning for Alzheimer’s Diseases | Zhepeng Wang et.al. | 2412.06212 | null |
| 2024-12-09 | Deep Unfolding Beamforming and Power Control Designs for Multi-Port Matching Networks | Bokai Xu et.al. | 2412.06178 | null |
| 2024-12-09 | Revisiting the Necessity of Graph Learning and Common Graph Benchmarks | Isay Katsman et.al. | 2412.06173 | null |
| 2024-12-08 | Fully Distributed Online Training of Graph Neural Networks in Networked Systems | Rostyslav Olshevskyi et.al. | 2412.06105 | null |
| 2024-12-08 | Understanding the Impact of Graph Reduction on Adversarial Robustness in Graph Neural Networks | Kerui Wu et.al. | 2412.05883 | null |
| 2024-12-08 | Large Language Models Merging for Enhancing the Link Stealing Attack on Graph Neural Networks | Faqian Guan et.al. | 2412.05830 | null |
| 2024-12-07 | Towards Robust Spatio-Temporal Auto-Regressive Prediction: Adams-Bashforth Time Integration with Adaptive Multi-Step Rollout | Sunwoong Yang et.al. | 2412.05657 | null |
| 2024-12-06 | ROS: A GNN-based Relax-Optimize-and-Sample Framework for Max-k-Cut Problems | Yeqing Qiu et.al. | 2412.05146 | null |
| 2024-12-06 | Unifying Dual-Space Embedding for Entity Alignment via Contrastive Learning | Cunda Wang et.al. | 2412.05028 | link |
| 2024-12-06 | GABAR: Graph Attention-Based Action Ranking for Relational Policy Learning | Rajesh Mangannavar et.al. | 2412.04752 | null |
| 2024-12-06 | Code generation and runtime techniques for enabling data-efficient deep learning training on GPUs | Kun Wu et.al. | 2412.04747 | null |
| 2024-12-05 | ProtBoost: protein function prediction with Py-Boost and Graph Neural Networks – CAFA5 top2 solution | Alexander Chervov et.al. | 2412.04529 | null |
| 2024-12-05 | PDMD: Potential-free Data-driven Molecular Dynamics for Variable-sized Water Clusters | Hongyu Yan et.al. | 2412.04442 | link |
| 2024-12-05 | Machine Theory of Mind for Autonomous Cyber-Defence | Luke Swaby et.al. | 2412.04367 | null |
| 2024-12-05 | Graph-Sequential Alignment and Uniformity: Toward Enhanced Recommendation Systems | Yuwei Cao et.al. | 2412.04276 | link |
| 2024-12-05 | Graph Neural Networks Need Cluster-Normalize-Activate Modules | Arseny Skryagin et.al. | 2412.04064 | null |
| 2024-12-05 | Graph Disentangle Causal Model: Enhancing Causal Inference in Networked Observational Data | Binbin Hu et.al. | 2412.03913 | null |
| 2024-12-05 | Training MLPs on Graphs without Supervision | Zehong Wang et.al. | 2412.03864 | link |
| 2024-12-05 | Residual Hyperbolic Graph Convolution Networks | Yangkai Xue et.al. | 2412.03825 | null |
| 2024-12-05 | Expressivity of Representation Learning on Continuous-Time Dynamic Graphs: An Information-Flow Centric Review | Sofiane Ennadir et.al. | 2412.03783 | null |
| 2024-12-04 | Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks | Ximing Wen et.al. | 2412.03761 | null |
| 2024-12-04 | Explainable Malware Detection through Integrated Graph Reduction and Learning Techniques | Hesamodin Mohammadian et.al. | 2412.03634 | null |
| 2024-12-04 | Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials | Alex Kutana et.al. | 2412.03541 | null |
| 2024-12-04 | Contextual Data Integration for Bike-sharing Demand Prediction with Graph Neural Networks in Degraded Weather Conditions | Romain Rochas et.al. | 2412.03307 | null |
| 2024-12-04 | Node Classification With Integrated Reject Option | Uday Bhaskar et.al. | 2412.03190 | null |
| 2024-12-04 | Semi-decentralized Training of Spatio-Temporal Graph Neural Networks for Traffic Prediction | Ivan Kralj et.al. | 2412.03188 | null |
| 2024-12-04 | Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing | Wenyi Liu et.al. | 2412.03097 | null |
| 2024-12-04 | A Graph Neural Network Approach to Dispersed Systems | Aref Hashemi et.al. | 2412.02967 | null |
| 2024-12-03 | CuXASNet: Rapid and Accurate Prediction of Copper L-edge X-Ray Absorption Spectra Using Machine Learning | Samuel P. Gleason et.al. | 2412.02916 | null |
| 2024-12-03 | Geographical Information Alignment Boosts Traffic Analysis via Transpose Cross-attention | Xiangyu Jiang et.al. | 2412.02839 | null |
| 2024-12-03 | MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images | Aniruddha Ganguly et.al. | 2412.02601 | null |
| 2024-12-03 | Mobile Cell-Free Massive MIMO with Multi-Agent Reinforcement Learning: A Scalable Framework | Ziheng Liu et.al. | 2412.02581 | null |
| 2024-12-03 | Graph-Powered Defense: Controller Area Network Intrusion Detection for Unmanned Aerial Vehicles | Reek Majumder et.al. | 2412.02539 | null |
| 2024-12-03 | FaaSRCA: Full Lifecycle Root Cause Analysis for Serverless Applications | Jin Huang et.al. | 2412.02239 | null |
| 2024-12-03 | An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction | Yaxin Liang et.al. | 2412.02211 | null |
| 2024-12-03 | Generalizing Weisfeiler-Lehman Kernels to Subgraphs | Dongkwan Kim et.al. | 2412.02181 | link |
| 2024-12-03 | Towards the efficacy of federated prediction for epidemics on networks | Chengpeng Fu et.al. | 2412.02161 | null |
| 2024-12-03 | GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach | Kou Tian et.al. | 2412.02053 | null |
| 2024-12-02 | FGATT: A Robust Framework for Wireless Data Imputation Using Fuzzy Graph Attention Networks and Transformer Encoders | Jinming Xing et.al. | 2412.01979 | null |
| 2024-12-02 | From ChebNet to ChebGibbsNet | Jie Zhang et.al. | 2412.01789 | link |
| 2024-11-29 | SDR-GNN: Spectral Domain Reconstruction Graph Neural Network for Incomplete Multimodal Learning in Conversational Emotion Recognition | Fangze Fu et.al. | 2411.19822 | null |
| 2024-11-29 | PerLA: Perceptive 3D Language Assistant | Guofeng Mei et.al. | 2411.19774 | link |
| 2024-11-29 | Graph Neural Networks for Heart Failure Prediction on an EHR-Based Patient Similarity Graph | Heloisa Oss Boll et.al. | 2411.19742 | link |
| 2024-11-29 | RL-MILP Solver: A Reinforcement Learning Approach for Solving Mixed-Integer Linear Programs with Graph Neural Networks | Tae-Hoon Lee et.al. | 2411.19517 | null |
| 2024-11-29 | ContextGNN: Beyond Two-Tower Recommendation Systems | Yiwen Yuan et.al. | 2411.19513 | link |
| 2024-11-29 | Graph-Enhanced EEG Foundation Model | Limin Wang et.al. | 2411.19507 | null |
| 2024-11-29 | Gradient Inversion Attack on Graph Neural Networks | Divya Anand Sinha et.al. | 2411.19440 | null |
| 2024-11-28 | Scale Invariance of Graph Neural Networks | Qin Jiang et.al. | 2411.19392 | link |
| 2024-11-28 | GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural Network | Yonggai Zhuang et.al. | 2411.18997 | null |
| 2024-11-28 | NeuroLifting: Neural Inference on Markov Random Fields at Scale | Yaomin Wang et.al. | 2411.18954 | null |
| 2024-11-27 | Perturbation Ontology based Graph Attention Networks | Yichen Wang et.al. | 2411.18520 | null |
| 2024-11-27 | Learning optimal objective values for MILP | Lara Scavuzzo et.al. | 2411.18321 | link |
| 2024-11-27 | Heterogeneous Relationships of Subjects and Shapelets for Semi-supervised Multivariate Series Classification | Mingsen Du et.al. | 2411.18043 | null |
| 2024-11-27 | Causal and Local Correlations Based Network for Multivariate Time Series Classification | Mingsen Du et.al. | 2411.18008 | null |
| 2024-11-27 | Graph Neural Network for Cerebral Blood Flow Prediction With Clinical Datasets | Seungyeon Kim et.al. | 2411.17971 | null |
| 2024-11-26 | Spatio-temporal Causal Learning for Streamflow Forecasting | Shu Wan et.al. | 2411.17937 | null |
| 2024-11-26 | GNN 101: Visual Learning of Graph Neural Networks in Your Web Browser | Yilin Lu et.al. | 2411.17849 | null |
| 2024-11-26 | Instance-Aware Graph Prompt Learning | Jiazheng Li et.al. | 2411.17676 | null |
| 2024-11-27 | A Combined Feature Embedding Tools for Multi-Class Software Defect and Identification | Md. Fahim Sultan et.al. | 2411.17621 | null |
| 2024-11-26 | A Graph Neural Network deep-dive into successful counterattacks | Joris Bekkers et.al. | 2411.17450 | null |
| 2024-11-26 | Rewiring Techniques to Mitigate Oversquashing and Oversmoothing in GNNs: A Survey | Hugo Attali et.al. | 2411.17429 | null |
| 2024-11-26 | Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting | Yufan Zheng et.al. | 2411.17372 | null |
| 2024-11-26 | Correlation-Aware Graph Convolutional Networks for Multi-Label Node Classification | Yuanchen Bei et.al. | 2411.17350 | link |
| 2024-11-26 | Knowledge-aware Evolutionary Graph Neural Architecture Search | Chao Wang et.al. | 2411.17339 | link |
| 2024-11-26 | GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers | Guoguo Ai et.al. | 2411.17296 | link |
| 2024-11-26 | DGNN-YOLO: Dynamic Graph Neural Networks with YOLO11 for Small Object Detection and Tracking in Traffic Surveillance | Shahriar Soudeep et.al. | 2411.17251 | null |
| 2024-11-26 | GraphSubDetector: Time Series Subsequence Anomaly Detection via Density-Aware Adaptive Graph Neural Network | Weiqi Chen et.al. | 2411.17218 | null |
| 2024-11-25 | Limeade: Let integer molecular encoding aid | Shiqiang Zhang et.al. | 2411.16623 | null |
| 2024-11-25 | Application of Graph Networks to a wide-field Water-Cherenkov-based Gamma-Ray Observatory | Jonas Glombitza et.al. | 2411.16565 | null |
| 2024-11-25 | Graph Neural Networks-based Parameter Design towards Large-Scale Superconducting Quantum Circuits for Crosstalk Mitigation | Hao Ai et.al. | 2411.16354 | null |
| 2024-11-25 | A Data-Driven Approach to Dataflow-Aware Online Scheduling for Graph Neural Network Inference | Pol Puigdemont et.al. | 2411.16342 | null |
| 2024-11-25 | Graph Adapter of EEG Foundation Models for Parameter Efficient Fine Tuning | Toyotaro Suzumura et.al. | 2411.16155 | null |
| 2024-11-25 | Multi-Robot Reliable Navigation in Uncertain Topological Environments with Graph Attention Networks | Zhuoyuan Yu et.al. | 2411.16134 | null |
| 2024-11-25 | DF-GNN: Dynamic Fusion Framework for Attention Graph Neural Networks on GPUs | Jiahui Liu et.al. | 2411.16127 | null |
| 2024-11-25 | Comparative Analysis of Machine Learning Models for Short-Term Distribution System Load Forecasting | Elias Raffoul et.al. | 2411.16118 | null |
| 2024-11-25 | SuperGCN: General and Scalable Framework for GCN Training on CPU-powered Supercomputers | Chen Zhuang et.al. | 2411.16025 | null |
| 2024-11-23 | Haar-Laplacian for directed graphs | Theodor-Adrian Badea et.al. | 2411.15527 | null |
| 2024-11-22 | Adaptive Hyper-Graph Convolution Network for Skeleton-based Human Action Recognition with Virtual Connections | Youwei Zhou et.al. | 2411.14796 | link |
| 2024-11-22 | Attributed Graph Clustering via Generalized Quaternion Representation Learning | Junyang Chen et.al. | 2411.14727 | null |
| 2024-11-22 | Can GNNs Learn Link Heuristics? A Concise Review and Evaluation of Link Prediction Methods | Shuming Liang et.al. | 2411.14711 | link |
| 2024-11-21 | Swift: A Multi-FPGA Framework for Scaling Up Accelerated Graph Analytics | Oluwole Jaiyeoba et.al. | 2411.14554 | null |
| 2024-11-21 | Learning Pore-scale Multi-phase Flow from Experimental Data with Graph Neural Network | Yuxuan Gu et.al. | 2411.14192 | null |
| 2024-11-21 | Predicting rigidity and connectivity percolation in disordered particulate networks using graph neural networks | D. A. Head et.al. | 2411.14159 | null |
| 2024-11-21 | Point Cloud Denoising With Fine-Granularity Dynamic Graph Convolutional Networks | Wenqiang Xu et.al. | 2411.14158 | null |
| 2024-11-21 | GNN-MultiFix: Addressing the pitfalls for GNNs for multi-label node classification | Tianqi Zhao et.al. | 2411.14094 | null |
| 2024-11-21 | Interpretable QSPR Modeling using Recursive Feature Machines and Multi-scale Fingerprints | Jiaxuan Shen et.al. | 2411.14079 | null |
| 2024-11-21 | Teaching MLPs to Master Heterogeneous Graph-Structured Knowledge for Efficient and Accurate Inference | Yunhui Liu et.al. | 2411.14035 | link |
| 2024-11-21 | Topology-Aware Popularity Debiasing via Simplicial Complexes | Yanbiao Ji et.al. | 2411.13892 | null |
| 2024-11-21 | Heterophilic Graph Neural Networks Optimization with Causal Message-passing | Botao Wang et.al. | 2411.13821 | null |
| 2024-11-21 | On Representing Convex Quadratically Constrained Quadratic Programs via Graph Neural Networks | Chenyang Wu et.al. | 2411.13805 | null |
| 2024-11-20 | Investigating Graph Neural Networks and Classical Feature-Extraction Techniques in Activity-Cliff and Molecular Property Prediction | Markus Dablander et.al. | 2411.13688 | null |
| 2024-11-20 | Predictive Insights into LGBTQ+ Minority Stress: A Transductive Exploration of Social Media Discourse | S. Chapagain et.al. | 2411.13534 | null |
| 2024-11-20 | Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs | Farrukh A. Chishtie et.al. | 2411.13496 | null |
| 2024-11-20 | Predicting Wall Thickness Changes in Cold Forging Processes: An Integrated FEM and Neural Network approach | Sasa Ilic et.al. | 2411.13366 | null |
| 2024-11-20 | Vertical Validation: Evaluating Implicit Generative Models for Graphs on Thin Support Regions | Mai Elkady et.al. | 2411.13358 | null |
| 2024-11-20 | AGLP: A Graph Learning Perspective for Semi-supervised Domain Adaptation | Houcheng Su et.al. | 2411.13152 | null |
| 2024-11-20 | Domain Adaptive Unfolded Graph Neural Networks | Zepeng Zhang et.al. | 2411.13137 | null |
| 2024-11-20 | Incremental Label Distribution Learning with Scalable Graph Convolutional Networks | Ziqi Jia et.al. | 2411.13097 | null |
| 2024-11-20 | ORID: Organ-Regional Information Driven Framework for Radiology Report Generation | Tiancheng Gu et.al. | 2411.13025 | null |
| 2024-11-20 | Epidemiology-informed Network for Robust Rumor Detection | Wei Jiang et.al. | 2411.12949 | null |
| 2024-11-19 | MLDGG: Meta-Learning for Domain Generalization on Graphs | Qin Tian et.al. | 2411.12913 | null |
| 2024-11-19 | Benchmarking Positional Encodings for GNNs and Graph Transformers | Florian Grötschla et.al. | 2411.12732 | link |
| 2024-11-19 | Estimating Dark Matter Halo Masses in Simulated Galaxy Clusters with Graph Neural Networks | Nikhil Garuda et.al. | 2411.12629 | null |
| 2024-11-19 | GNNAS-Dock: Budget Aware Algorithm Selection with Graph Neural Networks for Molecular Docking | Yiliang Yuan et.al. | 2411.12597 | null |
| 2024-11-19 | Topological Symmetry Enhanced Graph Convolution for Skeleton-Based Action Recognition | Zeyu Liang et.al. | 2411.12560 | null |
| 2024-11-19 | Bias Free Sentiment Analysis | Hubert Plisiecki et.al. | 2411.12493 | null |
| 2024-11-19 | Graph as a feature: improving node classification with non-neural graph-aware logistic regression | Simon Delarue et.al. | 2411.12330 | link |
| 2024-11-19 | E-STGCN: Extreme Spatiotemporal Graph Convolutional Networks for Air Quality Forecasting | Madhurima Panja et.al. | 2411.12258 | null |
| 2024-11-18 | Cartesian Atomic Moment Machine Learning Interatomic Potentials | Mingjian Wen et.al. | 2411.12096 | null |
| 2024-11-18 | Efficient and Robust Continual Graph Learning for Graph Classification in Biology | Ding Zhang et.al. | 2411.11668 | null |
| 2024-11-18 | Generative Spatio-temporal GraphNet for Transonic Wing Pressure Distribution Forecasting | Gabriele Immordino et.al. | 2411.11592 | null |
| 2024-11-18 | GNN-Based Code Annotation Logic for Establishing Security Boundaries in C Code | Varun Gadey et.al. | 2411.11567 | null |
| 2024-11-18 | Graph Artificial Intelligence for Quantifying Compatibility Mechanisms in Traditional Chinese Medicine | Jingqi Zeng et.al. | 2411.11474 | link |
| 2024-11-18 | Physics meets Topology: Physics-informed topological neural networks for learning rigid body dynamics | Amaury Wei et.al. | 2411.11467 | null |
| 2024-11-18 | Unveiling the Inflexibility of Adaptive Embedding in Traffic Forecasting | Hongjun Wang et.al. | 2411.11448 | null |
| 2024-11-18 | The GECo algorithm for Graph Neural Networks Explanation | Salvatore Calderaro et.al. | 2411.11391 | null |
| 2024-11-18 | Graph Neural Networks on Graph Databases | Dmytro Lopushanskyy et.al. | 2411.11375 | null |
| 2024-11-18 | Dual-Frequency Filtering Self-aware Graph Neural Networks for Homophilic and Heterophilic Graphs | Yachao Yang et.al. | 2411.11284 | null |
| 2024-11-18 | Multi-Hyperbolic Space-based Heterogeneous Graph Attention Network | Jongmin Park et.al. | 2411.11283 | null |
| 2024-11-15 | Bitcoin Research with a Transaction Graph Dataset | Hugo Schnoering et.al. | 2411.10325 | null |
| 2024-11-15 | DuSEGO: Dual Second-order Equivariant Graph Ordinary Differential Equation | Yingxu Wang et.al. | 2411.10000 | null |
| 2024-11-14 | NACNet: A Histology Context-aware Transformer Graph Convolution Network for Predicting Treatment Response to Neoadjuvant Chemotherapy in Triple Negative Breast Cancer | Qiang Li et.al. | 2411.09766 | null |
| 2024-11-15 | Graph Neural Networks and Differential Equations: A hybrid approach for data assimilation of fluid flows | M. Quattromini et.al. | 2411.09476 | null |
| 2024-11-14 | SAG-ViT: A Scale-Aware, High-Fidelity Patching Approach with Graph Attention for Vision Transformers | Shravan Venkatraman et.al. | 2411.09420 | link |
| 2024-11-14 | Less is More: Unseen Domain Fake News Detection via Causal Propagation Substructures | Shuzhi Gong et.al. | 2411.09389 | null |
| 2024-11-14 | Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting | Weilin Ruan et.al. | 2411.09251 | null |
| 2024-11-14 | Neural Graph Simulator for Complex Systems | Hoyun Choi et.al. | 2411.09120 | null |
| 2024-11-14 | Deep Learning for Beamforming in Multi-User Continuous Aperture Array (CAPA) Systems | Jia Guo et.al. | 2411.09104 | null |
| 2024-11-13 | Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning | Sanggeon Yun et.al. | 2411.09072 | null |
| 2024-11-13 | Predictive Visuo-Tactile Interactive Perception Framework for Object Properties Inference | Anirvan Dutta et.al. | 2411.09020 | null |
| 2024-11-13 | Flow reconstruction in time-varying geometries using graph neural networks | Bogdan A. Danciu et.al. | 2411.08764 | null |
| 2024-11-13 | ScaleNet: Scale Invariance Learning in Directed Graphs | Qin Jiang et.al. | 2411.08758 | link |
| 2024-11-13 | Gaussian Mixture Models Based Augmentation Enhances GNN Generalization | Yassine Abbahaddou et.al. | 2411.08638 | link |
| 2024-11-13 | TDGCN-Based Mobile Multiuser Physical-Layer Authentication for EI-Enabled IIoT | Rui Meng et.al. | 2411.08628 | null |
| 2024-11-13 | NavAgent: Multi-scale Urban Street View Fusion For UAV Embodied Vision-and-Language Navigation | Youzhi Liu et.al. | 2411.08579 | null |
| 2024-11-13 | Graph Neural Networks in Supply Chain Analytics and Optimization: Concepts, Perspectives, Dataset and Benchmarks | Azmine Toushik Wasi et.al. | 2411.08550 | null |
| 2024-11-13 | SAD-TIME: a Spatiotemporal-fused network for depression detection with Automated multi-scale Depth-wise and TIME-interval-related common feature extractor | Han-Guang Wang et.al. | 2411.08521 | null |
| 2024-11-13 | A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis | Feiyu Yin et.al. | 2411.08424 | null |
| 2024-11-13 | DiVR: incorporating context from diverse VR scenes for human trajectory prediction | Franz Franco Gallo et.al. | 2411.08409 | null |
| 2024-11-13 | Federated Graph Learning with Graphless Clients | Xingbo Fu et.al. | 2411.08374 | null |
| 2024-11-12 | Spatially Regularized Graph Attention Autoencoder Framework for Detecting Rainfall Extremes | Mihir Agarwal et.al. | 2411.07753 | null |
| 2024-11-12 | No-Reference Point Cloud Quality Assessment via Graph Convolutional Network | Wu Chen et.al. | 2411.07728 | null |
| 2024-11-12 | Rethinking Structure Learning For Graph Neural Networks | Yilun Zheng et.al. | 2411.07672 | null |
| 2024-11-12 | Is Graph Convolution Always Beneficial For Every Feature? | Yilun Zheng et.al. | 2411.07663 | null |
| 2024-11-12 | xCG: Explainable Cell Graphs for Survival Prediction in Non-Small Cell Lung Cancer | Marvin Sextro et.al. | 2411.07643 | link |
| 2024-11-12 | Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection | Chia-Hsiang Lin et.al. | 2411.07608 | null |
| 2024-11-12 | Enhancing Link Prediction with Fuzzy Graph Attention Networks and Dynamic Negative Sampling | Jinming Xing et.al. | 2411.07482 | null |
| 2024-11-12 | Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes | Jesse He et.al. | 2411.07467 | null |
| 2024-11-11 | General Geospatial Inference with a Population Dynamics Foundation Model | Mohit Agarwal et.al. | 2411.07207 | null |
| 2024-11-11 | Efficient Unsupervised Domain Adaptation Regression for Spatial-Temporal Air Quality Sensor Fusion | Keivan Faghih Niresi et.al. | 2411.06917 | null |
| 2024-11-11 | Predicting ionic conductivity in solids from the machine-learned potential energy landscape | Artem Maevskiy et.al. | 2411.06804 | null |
| 2024-11-11 | GTA-Net: An IoT-Integrated 3D Human Pose Estimation System for Real-Time Adolescent Sports Posture Correction | Shizhe Yuan et.al. | 2411.06725 | null |
| 2024-11-11 | Shedding Light on Problems with Hyperbolic Graph Learning | Isay Katsman et.al. | 2411.06688 | null |
| 2024-11-11 | Inductive Graph Few-shot Class Incremental Learning | Yayong Li et.al. | 2411.06634 | null |
| 2024-11-10 | Graph Neural Networks for modelling breast biomechanical compression | Hadeel Awwad et.al. | 2411.06596 | link |
| 2024-11-10 | Extended multi-stream temporal-attention module for skeleton-based human action recognition (HAR) | Faisal Mehmood et.al. | 2411.06553 | null |
| 2024-11-10 | Towards Graph Neural Network Surrogates Leveraging Mechanistic Expert Knowledge for Pandemic Response | Agatha Schmidt et.al. | 2411.06500 | null |
| 2024-11-10 | Deep Learning Approaches for BSM Physics: Evaluating DNN and GNN Performance in Particle Collision Event Classification | Ali Çelik et.al. | 2411.06487 | null |
| 2024-11-08 | Topology-aware Reinforcement Feature Space Reconstruction for Graph Data | Wangyang Ying et.al. | 2411.05742 | null |
| 2024-11-08 | YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Training | Yi Li et.al. | 2411.05693 | null |
| 2024-11-08 | Autoregressive Adaptive Hypergraph Transformer for Skeleton-based Activity Recognition | Abhisek Ray et.al. | 2411.05692 | link |
| 2024-11-08 | Streaming Network for Continual Learning of Object Relocations under Household Context Drifts | Ermanno Bartoli et.al. | 2411.05549 | null |
| 2024-11-08 | EUREKHA: Enhancing User Representation for Key Hackers Identification in Underground Forums | Abdoul Nasser Hassane Amadou et.al. | 2411.05479 | link |
| 2024-11-08 | Generalization, Expressivity, and Universality of Graph Neural Networks on Attributed Graphs | Levi Rauchwerger et.al. | 2411.05464 | null |
| 2024-11-08 | Post-Hoc Robustness Enhancement in Graph Neural Networks with Conditional Random Fields | Yassine Abbahaddou et.al. | 2411.05399 | null |
| 2024-11-08 | Distributed-Order Fractional Graph Operating Network | Kai Zhao et.al. | 2411.05274 | link |
| 2024-11-07 | Exploiting the Structure of Two Graphs with Graph Neural Networks | Victor M. Tenorio et.al. | 2411.05119 | link |
| 2024-11-07 | Fed-LDR: Federated Local Data-infused Graph Creation with Node-centric Model Refinement | Jiechao Gao et.al. | 2411.04936 | null |
| 2024-11-07 | Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graph | Zhaoyang Zhang et.al. | 2411.04907 | null |
| 2024-11-07 | Sampling-guided Heterogeneous Graph Neural Network with Temporal Smoothing for Scalable Longitudinal Data Imputation | Zhaoyang Zhang et.al. | 2411.04899 | null |
| 2024-11-07 | Equivariant Graph Attention Networks with Structural Motifs for Predicting Cell Line-Specific Synergistic Drug Combinations | Zachary Schwehr et.al. | 2411.04747 | link |
| 2024-11-07 | Centrality Graph Shift Operators for Graph Neural Networks | Yassine Abbahaddou et.al. | 2411.04655 | null |
| 2024-11-07 | Cybercrime Prediction via Geographically Weighted Learning | Muhammad Al-Zafar Khan et.al. | 2411.04635 | null |
| 2024-11-07 | Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks | Jhony H. Giraldo et.al. | 2411.04570 | link |
| 2024-11-07 | ComFairGNN: Community Fair Graph Neural Network | Yonas Sium et.al. | 2411.04371 | null |
| 2024-11-07 | GaGSL: Global-augmented Graph Structure Learning via Graph Information Bottleneck | Shuangjie Li et.al. | 2411.04356 | null |
| 2024-11-06 | Graph neural networks and non-commuting operators | Mauricio Velasco et.al. | 2411.04265 | link |
| 2024-11-06 | Multi-branch Spatio-Temporal Graph Neural Network For Efficient Ice Layer Thickness Prediction | Zesheng Liu et.al. | 2411.04055 | null |
| 2024-11-06 | Efficient Message Passing Architecture for GCN Training on HBM-based FPGAs with Orthogonal Topology On-Chip Networks | Qizhe Wu et.al. | 2411.03857 | null |
| 2024-11-06 | Reconsidering the Performance of GAE in Link Prediction | Weishuo Ma et.al. | 2411.03845 | link |
| 2024-11-06 | Graph Neural Networks with Coarse- and Fine-Grained Division for Mitigating Label Sparsity and Noise | Shuangjie Li et.al. | 2411.03744 | null |
| 2024-11-06 | Explaining Human Activity Recognition with SHAP: Validating Insights with Perturbation and Quantitative Measures | Felix Tempel et.al. | 2411.03714 | null |
| 2024-11-06 | Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach | Hanyang Yuan et.al. | 2411.03663 | null |
| 2024-11-06 | SEGMN: A Structure-Enhanced Graph Matching Network for Graph Similarity Learning | Wenjun Wang et.al. | 2411.03624 | null |
| 2024-11-06 | Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation | Yuxin Dong et.al. | 2411.03572 | null |
| 2024-11-06 | Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation | Shan Zhao et.al. | 2411.03223 | null |
| 2024-11-05 | DA-MoE: Addressing Depth-Sensitivity in Graph-Level Analysis through Mixture of Experts | Zelin Yao et.al. | 2411.03025 | link |
| 2024-11-05 | Privacy-Preserving Graph-Based Machine Learning with Fully Homomorphic Encryption for Collaborative Anti-Money Laundering | Fabrianne Effendi et.al. | 2411.02926 | link |
| 2024-11-05 | Distributed Graph Neural Network Design for Sum Ergodic Spectral Efficiency Maximization in Cell-Free Massive MIMO | Nguyen Xuan Tung et.al. | 2411.02900 | null |
| 2024-11-05 | Query-Efficient Adversarial Attack Against Vertical Federated Graph Learning | Jinyin Chen et.al. | 2411.02809 | link |
| 2024-11-05 | Multimodal Commonsense Knowledge Distillation for Visual Question Answering | Shuo Yang et.al. | 2411.02722 | null |
| 2024-11-05 | JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs | Wanying Ding et.al. | 2411.02692 | null |
| 2024-11-04 | Fine Grained Insider Risk Detection | Birkett Huber et.al. | 2411.02645 | null |
| 2024-11-04 | EOSnet: Embedded Overlap Structures for Graph Neural Networks in Predicting Material Properties | Shuo Tao et.al. | 2411.02579 | null |
| 2024-11-04 | Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis | Xiwen Chen et.al. | 2411.02542 | link |
| 2024-11-04 | Graph Neural Networks Based Deep Learning for Predicting Structural and Electronic Properties | Selva Chandrasekaran Selvaraj et.al. | 2411.02331 | link |
| 2024-11-04 | Federated GNNs for EEG-Based Stroke Assessment | Andrea Protani et.al. | 2411.02286 | null |
| 2024-11-04 | ELU-GCN: Effectively Label-Utilizing Graph Convolutional Network | Jincheng Huang et.al. | 2411.02279 | null |
| 2024-11-04 | On the Utilization of Unique Node Identifiers in Graph Neural Networks | Maya Bechler-Speicher et.al. | 2411.02271 | null |
| 2024-11-04 | Advancing Cyber-Attack Detection in Power Systems: A Comparative Study of Machine Learning and Graph Neural Network Approaches | Tianzhixi Yin et.al. | 2411.02248 | null |
| 2024-11-04 | Predicting the Temperature-Dependent CMC of Surfactant Mixtures with Graph Neural Networks | Christoforos Brozos et.al. | 2411.02224 | null |
| 2024-11-04 | Do graph neural network states contain graph properties? | Tom Pelletreau-Duris et.al. | 2411.02168 | null |
| 2024-11-04 | GraphVL: Graph-Enhanced Semantic Modeling via Vision-Language Models for Generalized Class Discovery | Bhupendra Solanki et.al. | 2411.02074 | null |
| 2024-11-04 | UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering | A. Mudit Adityaja et.al. | 2411.01966 | link |
| 2024-11-04 | HACD: Harnessing Attribute Semantics and Mesoscopic Structure for Community Detection | Anran Zhang et.al. | 2411.01947 | link |
| 2024-10-31 | The Importance of Being Scalable: Improving the Speed and Accuracy of Neural Network Interatomic Potentials Across Chemical Domains | Eric Qu et.al. | 2410.24169 | null |
| 2024-10-31 | Graph Learning for Numeric Planning | Dillon Z. Chen et.al. | 2410.24080 | link |
| 2024-10-31 | Detecting text level intellectual influence with knowledge graph embeddings | Lucian Li et.al. | 2410.24021 | null |
| 2024-10-31 | RAGraph: A General Retrieval-Augmented Graph Learning Framework | Xinke Jiang et.al. | 2410.23855 | null |
| 2024-10-31 | Reducing Oversmoothing through Informed Weight Initialization in Graph Neural Networks | Dimitrios Kelesis et.al. | 2410.23830 | null |
| 2024-10-31 | Graph Neural Networks Uncover Geometric Neural Representations in Reinforcement-Based Motor Learning | Federico Nardi et.al. | 2410.23812 | null |
| 2024-10-31 | Enhancing Chess Reinforcement Learning with Graph Representation | Tomas Rigaux et.al. | 2410.23753 | link |
| 2024-10-31 | Exploring Consistency in Graph Representations:from Graph Kernels to Graph Neural Networks | Xuyuan Liu et.al. | 2410.23748 | link |
| 2024-10-31 | Towards Dynamic Message Passing on Graphs | Junshu Sun et.al. | 2410.23686 | null |
| 2024-10-30 | Multi-fidelity Machine Learning for Uncertainty Quantification and Optimization | Ruda Zhang et.al. | 2410.23482 | null |
| 2024-10-30 | Conditional Forecasting of Margin Calls using Dynamic Graph Neural Networks | Matteo Citterio et.al. | 2410.23275 | null |
| 2024-10-30 | NASM: Neural Anisotropic Surface Meshing | Hongbo Li et.al. | 2410.23109 | null |
| 2024-10-30 | Dual-Optimized Adaptive Graph Reconstruction for Multi-View Graph Clustering | Zichen Wen et.al. | 2410.22983 | null |
| 2024-10-30 | AtGCN: A Graph Convolutional Network For Ataxic Gait Detection | Karan Bania et.al. | 2410.22862 | null |
| 2024-10-30 | MassiveGNN: Efficient Training via Prefetching for Massively Connected Distributed Graphs | Aishwarya Sarkar et.al. | 2410.22697 | null |
| 2024-10-30 | PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation | Ryozo Masukawa et.al. | 2410.22623 | null |
| 2024-10-29 | Hypergraph-based multi-scale spatio-temporal graph convolution network for Time-Series anomaly detection | Hongyi Xu et.al. | 2410.22256 | null |
| 2024-10-29 | Subgraph Aggregation for Out-of-Distribution Generalization on Graphs | Bowen Liu et.al. | 2410.22228 | null |
| 2024-10-29 | Vision Paper: Designing Graph Neural Networks in Compliance with the European Artificial Intelligence Act | Barbara Hoffmann et.al. | 2410.22120 | null |
| 2024-10-29 | LogSHIELD: A Graph-based Real-time Anomaly Detection Framework using Frequency Analysis | Krishna Chandra Roy et.al. | 2410.21936 | null |
| 2024-10-29 | Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling and Zero-Shot Transfer | Zihan Pengmei et.al. | 2410.21683 | null |
| 2024-10-28 | Graph Sparsification for Enhanced Conformal Prediction in Graph Neural Networks | Yuntian He et.al. | 2410.21618 | null |
| 2024-10-28 | Graph Based Traffic Analysis and Delay Prediction | Gabriele Borg et.al. | 2410.21028 | null |
| 2024-10-28 | A Review of Graph-Powered Data Quality Applications for IoT Monitoring Sensor Networks | Pau Ferrer-Cid et.al. | 2410.21006 | null |
| 2024-10-28 | SEG:Seeds-Enhanced Iterative Refinement Graph Neural Network for Entity Alignment | Wei Ai et.al. | 2410.20733 | null |
| 2024-10-27 | Extracting Alpha from Financial Analyst Networks | Dragos Gorduza et.al. | 2410.20597 | null |
| 2024-10-27 | A Cosmic-Scale Benchmark for Symmetry-Preserving Data Processing | Julia Balla et.al. | 2410.20516 | null |
| 2024-10-27 | Graph Neural Networks on Discriminative Graphs of Words | Yassine Abbahaddou et.al. | 2410.20469 | null |
| 2024-10-27 | Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy | Sunwoo Kim et.al. | 2410.20366 | null |
| 2024-10-27 | Uncovering Capabilities of Model Pruning in Graph Contrastive Learning | Wu Junran et.al. | 2410.20356 | null |
| 2024-10-27 | DeCaf: A Causal Decoupling Framework for OOD Generalization on Node Classification | Xiaoxue Han et.al. | 2410.20295 | null |
| 2024-10-26 | Age of Information-Oriented Probabilistic Link Scheduling for Device-to-Device Networks | Lixin Wang et.al. | 2410.20196 | null |
| 2024-10-25 | Sparse Decomposition of Graph Neural Networks | Yaochen Hu et.al. | 2410.19723 | null |
| 2024-10-25 | DeMuVGN: Effective Software Defect Prediction Model by Learning Multi-view Software Dependency via Graph Neural Networks | Yu Qiao et.al. | 2410.19550 | null |
| 2024-10-25 | An Enhanced Hierarchical Planning Framework for Multi-Robot Autonomous Exploration | Gengyuan Cai et.al. | 2410.19373 | null |
| 2024-10-25 | Double Difference Earthquake Location with Graph Neural Networks | Ian W. McBrearty et.al. | 2410.19323 | null |
| 2024-10-24 | Enriching GNNs with Text Contextual Representations for Detecting Disinformation Campaigns on Social Media | Bruno Croso Cunha da Silva et.al. | 2410.19193 | null |
| 2024-10-24 | Dynamic 3D Gaussian Tracking for Graph-Based Neural Dynamics Modeling | Mingtong Zhang et.al. | 2410.18912 | null |
| 2024-10-24 | Leveraging Graph Neural Networks and Multi-Agent Reinforcement Learning for Inventory Control in Supply Chains | Niki Kotecha et.al. | 2410.18631 | null |
| 2024-10-24 | Binary Code Similarity Detection via Graph Contrastive Learning on Intermediate Representations | Xiuwei Shang et.al. | 2410.18561 | null |
| 2024-10-24 | Local and Global Graph Modeling with Edge-weighted Graph Attention Network for Handwritten Mathematical Expression Recognition | Yejing Xie et.al. | 2410.18555 | null |
| 2024-10-24 | Graph Pre-Training Models Are Strong Anomaly Detectors | Jiashun Cheng et.al. | 2410.18487 | null |
| 2024-10-24 | A Causal Graph-Enhanced Gaussian Process Regression for Modeling Engine-out NOx | Shrenik Zinage et.al. | 2410.18424 | null |
| 2024-10-23 | GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration | Xin Li et.al. | 2410.18032 | link |
| 2024-10-23 | Spiking Graph Neural Network on Riemannian Manifolds | Li Sun et.al. | 2410.17941 | link |
| 2024-10-23 | TopoQA: a topological deep learning-based approach for protein complex structure interface quality assessment | Bingqing Han et.al. | 2410.17815 | null |
| 2024-10-23 | Proteome-wide prediction of mode of inheritance and molecular mechanism underlying genetic diseases using structural interactomics | Ali Saadat et.al. | 2410.17708 | link |
| 2024-10-23 | Exploring structure diversity in atomic resolution microscopy with graph neural networks | Zheng Luo et.al. | 2410.17631 | null |
| 2024-10-23 | Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks | Jianjun Wei et.al. | 2410.17617 | null |
| 2024-10-23 | GDDA: Semantic OOD Detection on Graphs under Covariate Shift via Score-Based Diffusion Models | Zhixia He et.al. | 2410.17526 | null |
| 2024-10-22 | Scalable Implicit Graphon Learning | Ali Azizpour et.al. | 2410.17464 | null |
| 2024-10-22 | Graph Neural Network-Accelerated Network-Reconfigured Optimal Power Flow | Thuan Pham et.al. | 2410.17460 | null |
| 2024-10-22 | Geometric Graph Neural Network Modeling of Human Interactions in Crowded Environments | Sara Honarvar et.al. | 2410.17409 | null |
| 2024-10-22 | Learning Load Balancing with GNN in MPTCP-Enabled Heterogeneous Networks | Han Ji et.al. | 2410.17118 | link |
| 2024-10-22 | Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance | Dominik Fuchsgruber et.al. | 2410.16935 | null |
| 2024-10-22 | Dynamic graph neural networks for enhanced volatility prediction in financial markets | Pulikandala Nithish Kumar et.al. | 2410.16858 | null |
| 2024-10-22 | Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification | Yihong Luo et.al. | 2410.16845 | link |
| 2024-10-22 | Can Large Language Models Act as Ensembler for Multi-GNNs? | Hanqi Duan et.al. | 2410.16822 | null |
| 2024-10-22 | GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation | Junyu Luo et.al. | 2410.16606 | link |
| 2024-10-22 | Graph Sampling for Scalable and Expressive Graph Neural Networks on Homophilic Graphs | Haolin Li et.al. | 2410.16593 | null |
| 2024-10-21 | HaHeAE: Learning Generalisable Joint Representations of Human Hand and Head Movements in Extended Reality | Zhiming Hu et.al. | 2410.16430 | null |
| 2024-10-21 | Theoretical Insights into Line Graph Transformation on Graph Learning | Fan Yang et.al. | 2410.16138 | link |
| 2024-10-21 | A Data-driven Crowd Simulation Framework Integrating Physics-informed Machine Learning with Navigation Potential Fields | Runkang Guo et.al. | 2410.16132 | null |
| 2024-10-21 | Accelerating Discovery of Extreme Lattice Thermal Conductivity by Crystal Attention Graph Neural Network (CATGNN) Using Chemical Bonding Intuitive Descriptors | Mohammed Al-Fahdi et.al. | 2410.16066 | null |
| 2024-10-21 | Resilient Temporal GCN for Smart Grid State Estimation Under Topology Inaccuracies | Seyed Hamed Haghshenas et.al. | 2410.16008 | null |
| 2024-10-21 | Focus Where It Matters: Graph Selective State Focused Attention Networks | Shikhar Vashistha et.al. | 2410.15849 | null |
| 2024-10-21 | Deep Graph Attention Networks | Jun Kato et.al. | 2410.15640 | null |
| 2024-10-21 | Gradient Rewiring for Editable Graph Neural Network Training | Zhimeng Jiang et.al. | 2410.15556 | link |
| 2024-10-20 | Heterogeneous Graph Reinforcement Learning for Dependency-aware Multi-task Allocation in Spatial Crowdsourcing | Yong Zhao et.al. | 2410.15449 | null |
| 2024-10-20 | DNA Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare Diseases | Ali Saadat et.al. | 2410.15367 | null |
| 2024-10-20 | Tensor-Fused Multi-View Graph Contrastive Learning | Yujia Wu et.al. | 2410.15247 | null |
| 2024-10-18 | Convergence of Manifold Filter-Combine Networks | David R. Johnson et.al. | 2410.14639 | link |
| 2024-10-18 | Learning to Control the Smoothness of Graph Convolutional Network Features | Shih-Hsin Wang et.al. | 2410.14604 | null |
| 2024-10-18 | Graph Neural Patching for Cold-Start Recommendations | Hao Chen et.al. | 2410.14241 | null |
| 2024-10-18 | Improving Graph Neural Networks by Learning Continuous Edge Directions | Seong Ho Pahng et.al. | 2410.14109 | null |
| 2024-10-18 | DMGNN: Detecting and Mitigating Backdoor Attacks in Graph Neural Networks | Hao Sui et.al. | 2410.14105 | null |
| 2024-10-18 | Towards Effective Planning Strategies for Dynamic Opinion Networks | Bharath Muppasani et.al. | 2410.14091 | link |
| 2024-10-17 | Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information | Ömer Faruk Akgül et.al. | 2410.14010 | null |
| 2024-10-17 | Trojan Prompt Attacks on Graph Neural Networks | Minhua Lin et.al. | 2410.13974 | null |
| 2024-10-17 | Enhancing universal machine learning potentials with polarizable long-range interactions | Rongzhi Gao et.al. | 2410.13820 | link |
| 2024-10-17 | Learning Graph Quantized Tokenizers for Transformers | Limei Wang et.al. | 2410.13798 | link |
| 2024-10-17 | Rapid and Automated Alloy Design with Graph Neural Network-Powered LLM-Driven Multi-Agent Systems | Alireza Ghafarollahi et.al. | 2410.13768 | null |
| 2024-10-17 | GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning | Guibin Zhang et.al. | 2410.13761 | link |
| 2024-10-17 | Observation of a rare beta decay of the charmed baryon with a Graph Neural Network | BESIII Collaboration et.al. | 2410.13515 | null |
| 2024-10-17 | CERES: Critical-Event Reconstruction via Temporal Scene Graph Completion | Efimia Panagiotaki et.al. | 2410.13514 | null |
| 2024-10-17 | Interpreting Temporal Graph Neural Networks with Koopman Theory | Michele Guerra et.al. | 2410.13469 | link |
| 2024-10-17 | Multi-frame Detection via Graph Neural Networks: A Link Prediction Approach | Zhihao Lin et.al. | 2410.13436 | null |
| 2024-10-17 | Partially Trained Graph Convolutional Networks Resist Oversmoothing | Dimitrios Kelesis et.al. | 2410.13416 | null |
| 2024-10-17 | Addressing Heterogeneity and Heterophily in Graphs: A Heterogeneous Heterophilic Spectral Graph Neural Network | Kangkang Lu et.al. | 2410.13373 | null |
| 2024-10-16 | PND-Net: Plant Nutrition Deficiency and Disease Classification using Graph Convolutional Network | Asish Bera et.al. | 2410.12742 | null |
| 2024-10-16 | Just Ramp-up: Unleash the Potential of Regression-based Estimator for A/B Tests under Network Interference | Qianyi Chen et.al. | 2410.12740 | null |
| 2024-10-16 | Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting | Wei Chen et.al. | 2410.12593 | null |
| 2024-10-16 | Perseus: Leveraging Common Data Patterns with Curriculum Learning for More Robust Graph Neural Networks | Kaiwen Xia et.al. | 2410.12425 | null |
| 2024-10-16 | Federated Temporal Graph Clustering | Yang Liu et.al. | 2410.12343 | null |
| 2024-10-16 | Learning Differentiable Tensegrity Dynamics using Graph Neural Networks | Nelson Chen et.al. | 2410.12216 | null |
| 2024-10-16 | FragNet: A Graph Neural Network for Molecular Property Prediction with Four Layers of Interpretability | Gihan Panapitiya et.al. | 2410.12156 | null |
| 2024-10-15 | Bridging Large Language Models and Graph Structure Learning Models for Robust Representation Learning | Guangxin Su et.al. | 2410.12096 | null |
| 2024-10-15 | Machine learning of the Ising model on a spherical Fibonacci lattice | Zheng Zhou et.al. | 2410.12007 | null |
| 2024-10-15 | An Online Self-learning Graph-based Lateral Controller for Self-Driving Cars | Jilan Samiuddin et.al. | 2410.11979 | null |
| 2024-10-15 | Regional Ocean Forecasting with Hierarchical Graph Neural Networks | Daniel Holmberg et.al. | 2410.11807 | null |
| 2024-10-15 | G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks | Guibin Zhang et.al. | 2410.11782 | null |
| 2024-10-15 | ECGN: A Cluster-Aware Approach to Graph Neural Networks for Imbalanced Classification | Bishal Thapaliya et.al. | 2410.11765 | null |
| 2024-10-15 | Network Representation Learning for Biophysical Neural Network Analysis | Youngmok Ha et.al. | 2410.11503 | null |
| 2024-10-15 | Towards Fair Graph Representation Learning in Social Networks | Guixian Zhang et.al. | 2410.11493 | null |
| 2024-10-15 | CoActionGraphRec: Sequential Multi-Interest Recommendations Using Co-Action Graphs | Yi Sun et.al. | 2410.11464 | null |
| 2024-10-15 | Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks? | Jiacheng Cen et.al. | 2410.11443 | null |
| 2024-10-15 | KA-GNN: Kolmogorov-Arnold Graph Neural Networks for Molecular Property Prediction | Longlong Li et.al. | 2410.11323 | null |
| 2024-10-15 | Backdoor Attack on Vertical Federated Graph Neural Network Learning | Jirui Yang et.al. | 2410.11290 | null |
| 2024-10-15 | CRUcialG: Reconstruct Integrated Attack Scenario Graphs by Cyber Threat Intelligence Reports | Wenrui Cheng et.al. | 2410.11209 | null |
| 2024-10-14 | Arrhythmia Classification Using Graph Neural Networks Based on Correlation Matrix | Seungwoo Han et.al. | 2410.10758 | null |
| 2024-10-14 | NT-LLM: A Novel Node Tokenizer for Integrating Graph Structure into Large Language Models | Yanbiao Ji et.al. | 2410.10743 | null |
| 2024-10-14 | A Personalized MOOC Learning Group and Course Recommendation Method Based on Graph Neural Network and Social Network Analysis | Zijin Luo et.al. | 2410.10658 | null |
| 2024-10-14 | TopoFR: A Closer Look at Topology Alignment on Face Recognition | Jun Dan et.al. | 2410.10587 | link |
| 2024-10-14 | Graph Classification Gaussian Processes via Hodgelet Spectral Features | Mathieu Alain et.al. | 2410.10546 | null |
| 2024-10-14 | Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach | Chaoxi Niu et.al. | 2410.10341 | link |
| 2024-10-14 | DiRW: Path-Aware Digraph Learning for Heterophily | Daohan Su et.al. | 2410.10320 | null |
| 2024-10-14 | Enhancing Attributed Graph Networks with Alignment and Uniformity Constraints for Session-based Recommendation | Xinping Zhao et.al. | 2410.10296 | link |
| 2024-10-14 | Revisiting and Benchmarking Graph Autoencoders: A Contrastive Learning Perspective | Jintang Li et.al. | 2410.10241 | link |
| 2024-10-14 | PromptGCN: Bridging Subgraph Gaps in Lightweight GCNs | Shengwei Ji et.al. | 2410.10089 | null |
| 2024-10-11 | M $^3$ -Impute: Mask-guided Representation Learning for Missing Value Imputation | Zhongyi Yu et.al. | 2410.08794 | link |
| 2024-10-11 | Enhancing GNNs with Architecture-Agnostic Graph Transformations: A Systematic Analysis | Zhifei Li et.al. | 2410.08759 | null |
| 2024-10-11 | Enhanced Robot Planning and Perception through Environment Prediction | Vishnu Dutt Sharma et.al. | 2410.08560 | null |
| 2024-10-11 | IGNN-Solver: A Graph Neural Solver for Implicit Graph Neural Networks | Junchao Lin et.al. | 2410.08524 | null |
| 2024-10-11 | Evaluating the effects of Data Sparsity on the Link-level Bicycling Volume Estimation: A Graph Convolutional Neural Network Approach | Mohit Gupta et.al. | 2410.08522 | null |
| 2024-10-11 | Deeper Insights into Deep Graph Convolutional Networks: Stability and Generalization | Guangrui Yang et.al. | 2410.08473 | null |
| 2024-10-10 | KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data | Andy Zhou et.al. | 2410.08390 | null |
| 2024-10-10 | Heterogeneous Graph Auto-Encoder for CreditCard Fraud Detection | Moirangthem Tiken Singh et.al. | 2410.08121 | null |
| 2024-10-10 | Learning Equivariant Non-Local Electron Density Functionals | Nicholas Gao et.al. | 2410.07972 | null |
| 2024-10-10 | Understanding Human Activity with Uncertainty Measure for Novelty in Graph Convolutional Networks | Hao Xing et.al. | 2410.07917 | null |
| 2024-10-10 | Understanding Spatio-Temporal Relations in Human-Object Interaction using Pyramid Graph Convolutional Network | Hao Xing et.al. | 2410.07912 | null |
| 2024-10-10 | HeGraphAdapter: Tuning Multi-Modal Vision-Language Models with Heterogeneous Graph Adapter | Yumiao Zhao et.al. | 2410.07854 | null |
| 2024-10-10 | A note on the VC dimension of 1-dimensional GNNs | Noah Daniëls et.al. | 2410.07829 | null |
| 2024-10-10 | Generalizable Indoor Human Activity Recognition Method Based on Micro-Doppler Corner Point Cloud and Dynamic Graph Learning | Xiaopeng Yang et.al. | 2410.07542 | null |
| 2024-10-09 | Collective variables of neural networks: empirical time evolution and scaling laws | Samuel Tovey et.al. | 2410.07451 | null |
| 2024-10-09 | Collusion Detection with Graph Neural Networks | Lucas Gomes et.al. | 2410.07091 | null |
| 2024-10-09 | Let’s Ask GNN: Empowering Large Language Model for Graph In-Context Learning | Zhengyu Hu et.al. | 2410.07074 | null |
| 2024-10-09 | AdaRC: Mitigating Graph Structure Shifts during Test-Time | Wenxuan Bao et.al. | 2410.06976 | null |
| 2024-10-09 | DLGNet: Hyperedge Classification through Directed Line Graphs for Chemical Reactions | Stefano Fiorini et.al. | 2410.06969 | null |
| 2024-10-09 | Faithful Interpretation for Graph Neural Networks | Lijie Hu et.al. | 2410.06950 | null |
| 2024-10-09 | TopoTune : A Framework for Generalized Combinatorial Complex Neural Networks | Mathilde Papillon et.al. | 2410.06530 | null |
| 2024-10-09 | A Benchmark on Directed Graph Representation Learning in Hardware Designs | Haoyu Wang et.al. | 2410.06460 | null |
| 2024-10-08 | Topology-Agnostic Graph U-Nets for Scalar Field Prediction on Unstructured Meshes | Kevin Ferguson et.al. | 2410.06406 | link |
| 2024-10-08 | UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA Filters | Kovvuri Sai Gopal Reddy et.al. | 2410.06114 | link |
| 2024-10-08 | TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models | Javier Solís-García et.al. | 2410.05916 | null |
| 2024-10-07 | Taming Gradient Oversmoothing and Expansion in Graph Neural Networks | MoonJeong Park et.al. | 2410.04824 | null |
| 2024-10-07 | Physics-Informed GNN for non-linear constrained optimization: PINCO a solver for the AC-optimal power flow | Anna Varbella et.al. | 2410.04818 | null |
| 2024-10-07 | When GDD meets GNN: A Knowledge-driven Neural Connection for Effective Entity Resolution in Property Graphs | Junwei Hu et.al. | 2410.04783 | null |
| 2024-10-07 | A Clifford Algebraic Approach to E(n)-Equivariant High-order Graph Neural Networks | Hoang-Viet Tran et.al. | 2410.04692 | null |
| 2024-10-06 | Modeling Social Media Recommendation Impacts Using Academic Networks: A Graph Neural Network Approach | Sabrina Guidotti et.al. | 2410.04552 | null |
| 2024-10-05 | Unveiling the Impact of Local Homophily on GNN Fairness: In-Depth Analysis and New Benchmarks | Donald Loveland et.al. | 2410.04287 | null |
| 2024-10-05 | Applying Hybrid Graph Neural Networks to Strengthen Credit Risk Analysis | Mengfang Sun et.al. | 2410.04283 | null |
| 2024-10-05 | Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features | Gilchan Park et.al. | 2410.04251 | link |
| 2024-10-05 | Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning | Gang Liu et.al. | 2410.04223 | null |
| 2024-10-05 | Improving Temporal Link Prediction via Temporal Walk Matrix Projection | Xiaodong Lu et.al. | 2410.04013 | link |
| 2024-10-04 | Fine-Grained Expressive Power of Weisfeiler-Leman: A Homomorphism Counting Perspective | Junru Zhou et.al. | 2410.03517 | null |
| 2024-10-04 | Self-supervised Spatio-Temporal Graph Mask-Passing Attention Network for Perceptual Importance Prediction of Multi-point Tactility | Dazhong He et.al. | 2410.03434 | null |
| 2024-10-04 | Cayley Graph Propagation | JJ Wilson et.al. | 2410.03424 | link |
| 2024-10-04 | GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction | Shijin Duan et.al. | 2410.03396 | link |
| 2024-10-03 | LLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferences | Zhenxiao Fu et.al. | 2410.02950 | null |
| 2024-10-03 | Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification | Sudipta Singha Roy et.al. | 2410.02930 | null |
| 2024-10-03 | Labor Migration Modeling through Large-scale Job Query Data | Zhuoning Guo et.al. | 2410.02639 | null |
| 2024-10-03 | Diss-l-ECT: Dissecting Graph Data with local Euler Characteristic Transforms | Julius von Rohrscheidt et.al. | 2410.02622 | null |
| 2024-10-03 | Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance | Joshua McClellan et.al. | 2410.02581 | null |
| 2024-10-03 | A Comprehensive Survey of Mamba Architectures for Medical Image Analysis: Classification, Segmentation, Restoration and Beyond | Shubhi Bansal et.al. | 2410.02362 | link |
| 2024-10-03 | Language Models are Graph Learners | Zhe Xu et.al. | 2410.02296 | null |
| 2024-10-03 | Model-Based GNN Enabled Energy-Efficient Beamforming for Ultra-Dense Wireless Networks | Rongsheng Zhang et.al. | 2410.02289 | null |
| 2024-10-03 | GNN-Enabled Optimization of Placement and Transmission Design for UAV Communications | Qinyu Wang et.al. | 2410.02277 | null |
| 2024-10-03 | ClassContrast: Bridging the Spatial and Contextual Gaps for Node Representations | Md Joshem Uddin et.al. | 2410.02158 | null |
| 2024-10-03 | A Comprehensive Review of Propagation Models in Complex Networks: From Deterministic to Deep Learning Approaches | Bin Wu et.al. | 2410.02118 | null |
| 2024-10-02 | FARM: Functional Group-Aware Representations for Small Molecules | Thao Nguyen et.al. | 2410.02082 | null |
| 2024-10-02 | PROXI: Challenging the GNNs for Link Prediction | Astrit Tola et.al. | 2410.01802 | link |
| 2024-10-02 | Scalable and Consistent Graph Neural Networks for Distributed Mesh-based Data-driven Modeling | Shivam Barwey et.al. | 2410.01657 | null |
| 2024-10-02 | Accessing Numerical Energy Hessians with Graph Neural Network Potentials and Their Application in Heterogeneous Catalysis | Brook Wander et.al. | 2410.01650 | null |
| 2024-10-02 | Verbalized Graph Representation Learning: A Fully Interpretable Graph Model Based on Large Language Models Throughout the Entire Process | Xingyu Ji et.al. | 2410.01457 | null |
| 2024-10-02 | Towards Dynamic Graph Neural Networks with Provably High-Order Expressive Power | Zhe Wang et.al. | 2410.01367 | null |
| 2024-10-02 | VectorGraphNET: Graph Attention Networks for Accurate Segmentation of Complex Technical Drawings | Andrea Carrara et.al. | 2410.01336 | null |
| 2024-10-02 | Rethinking the Expressiveness of GNNs: A Computational Model Perspective | Guanyu Cui et.al. | 2410.01308 | null |
| 2024-10-02 | “No Matter What You Do!”: Mitigating Backdoor Attacks in Graph Neural Networks | Jiale Zhang et.al. | 2410.01272 | link |
| 2024-10-01 | Review of blockchain application with Graph Neural Networks, Graph Convolutional Networks and Convolutional Neural Networks | Amy Ancelotti et.al. | 2410.00875 | null |
| 2024-10-01 | WiGNet: Windowed Vision Graph Neural Network | Gabriele Spadaro et.al. | 2410.00807 | link |
| 2024-09-30 | geom2vec: pretrained GNNs as geometric featurizers for conformational dynamics | Zihan Pengmei et.al. | 2409.19838 | link |
| 2024-09-29 | Generalizability of Graph Neural Networks for Decentralized Unlabeled Motion Planning | Shreyas Muthusamy et.al. | 2409.19829 | null |
| 2024-09-29 | A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends | Yucheng Wang et.al. | 2409.19629 | null |
| 2024-10-01 | DropEdge not Foolproof: Effective Augmentation Method for Signed Graph Neural Networks | Zeyu Zhang et.al. | 2409.19620 | null |
| 2024-09-29 | DuoGNN: Topology-aware Graph Neural Network with Homophily and Heterophily Interaction-Decoupling | K. Mancini et.al. | 2409.19616 | link |
| 2024-09-29 | MASKDROID: Robust Android Malware Detection with Masked Graph Representations | Jingnan Zheng et.al. | 2409.19594 | link |
| 2024-09-29 | One Node Per User: Node-Level Federated Learning for Graph Neural Networks | Zhidong Gao et.al. | 2409.19513 | null |
| 2024-09-28 | Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks | Mitchell Keren Taraday et.al. | 2409.19414 | null |
| 2024-09-27 | TwinCL: A Twin Graph Contrastive Learning Model for Collaborative Filtering | Chengkai Liu et.al. | 2409.19169 | link |
| 2024-09-27 | Enhancing Robustness of Graph Neural Networks through p-Laplacian | Anuj Kumar Sirohi et.al. | 2409.19096 | null |
| 2024-09-27 | Positional Encoder Graph Quantile Neural Networks for Geographic Data | William E. R. de Amorim et.al. | 2409.18865 | null |
| 2024-09-27 | HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation | Joseph Cotnareanu et.al. | 2409.18778 | null |
| 2024-09-27 | Geometric deep learning for galaxy-halo connection: a case study for galaxy intrinsic alignments | Yesukhei Jagvaral et.al. | 2409.18761 | null |
| 2024-09-27 | A TextGCN-Based Decoding Approach for Improving Remote Sensing Image Captioning | Swadhin Das et.al. | 2409.18467 | null |
| 2024-09-27 | Latent Representation Learning for Multimodal Brain Activity Translation | Arman Afrasiyabi et.al. | 2409.18462 | null |
| 2024-09-27 | Review of Digital Asset Development with Graph Neural Network Unlearning | Zara Lisbon et.al. | 2409.18455 | null |
| 2024-09-26 | Causality-based Subject and Task Fingerprints using fMRI Time-series Data | Dachuan Song et.al. | 2409.18298 | null |
| 2024-09-26 | Learning Beamforming in Cell-Free Massive MIMO ISAC Systems | Umut Demirhan et.al. | 2409.18237 | null |
| 2024-09-26 | Spatiotemporal Learning on Cell-embedded Graphs | Yuan Mi et.al. | 2409.18013 | null |
| 2024-09-26 | Supra-Laplacian Encoding for Transformer on Dynamic Graphs | Yannis Karmim et.al. | 2409.17986 | null |
| 2024-09-26 | Modeling the Popularity of Events on Web by Sparsity and Mutual-Excitation Guided Graph Neural Network | Jiaxin Deng et.al. | 2409.17678 | null |
| 2024-09-26 | Hand-object reconstruction via interaction-aware graph attention mechanism | Taeyun Woo et.al. | 2409.17629 | null |
| 2024-09-26 | Convolutional Signal Propagation: A Simple Scalable Algorithm for Hypergraphs | Pavel Procházka et.al. | 2409.17628 | null |
| 2024-09-26 | Neural P $^3$ M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs | Yusong Wang et.al. | 2409.17622 | null |
| 2024-09-26 | Heterogeneous Hyper-Graph Neural Networks for Context-aware Human Activity Recognition | Wen Ge et.al. | 2409.17483 | null |
| 2024-09-26 | On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks | Jiong Zhu et.al. | 2409.17475 | null |
| 2024-09-25 | Predictive Covert Communication Against Multi-UAV Surveillance Using Graph Koopman Autoencoder | Sivaram Krishnan et.al. | 2409.17048 | null |
| 2024-09-25 | Erase then Rectify: A Training-Free Parameter Editing Approach for Cost-Effective Graph Unlearning | Zhe-Rui Yang et.al. | 2409.16684 | null |
| 2024-09-25 | A Prompting-Based Representation Learning Method for Recommendation with Large Language Models | Junyi Chen et.al. | 2409.16674 | null |
| 2024-09-25 | GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning | Zhe-Rui Yang et.al. | 2409.16670 | null |
| 2024-09-25 | Pre-trained Graphformer-based Ranking at Web-scale Search (Extended Abstract) | Yuchen Li et.al. | 2409.16590 | null |
| 2024-09-25 | Graph Pruning Based Spatial and Temporal Graph Convolutional Network with Transfer Learning for Traffic Prediction | Zihao Jing et.al. | 2409.16532 | null |
| 2024-09-24 | AUGUR, A flexible and efficient optimization algorithm for identification of optimal adsorption sites | Ioannis Kouroudis et.al. | 2409.16204 | null |
| 2024-09-24 | Symmetries and Expressive Requirements for Learning General Policies | Dominik Drexler et.al. | 2409.15892 | null |
| 2024-09-24 | MGNN: Moment Graph Neural Network for Universal Molecular Potentials | Jian Chang et.al. | 2409.15800 | null |
| 2024-09-24 | GraphGI:A GNN Explanation Method using Game Interaction | Xingping Xian et.al. | 2409.15698 | null |
| 2024-09-24 | Double-Path Adaptive-correlation Spatial-Temporal Inverted Transformer for Stock Time Series Forecasting | Wenbo Yan et.al. | 2409.15662 | null |
| 2024-09-23 | MotifDisco: Motif Causal Discovery For Time Series Motifs | Josephine Lamp et.al. | 2409.15219 | null |
| 2024-09-23 | MSARS: A Meta-Learning and Reinforcement Learning Framework for SLO Resource Allocation and Adaptive Scaling for Microservices | Kan Hu et.al. | 2409.14953 | null |
| 2024-09-23 | FastGL: A GPU-Efficient Framework for Accelerating Sampling-Based GNN Training at Large Scale | Zeyu Zhu et.al. | 2409.14939 | link |
| 2024-09-22 | TabGraphs: A Benchmark and Strong Baselines for Learning on Graphs with Tabular Features | Gleb Bazhenov et.al. | 2409.14500 | null |
| 2024-09-21 | IPF-HMGNN: A novel integrative prediction framework for metro passenger flow | Wenbo Lu et.al. | 2409.14104 | null |
| 2024-09-18 | Topological Deep Learning with State-Space Models: A Mamba Approach for Simplicial Complexes | Marco Montagna et.al. | 2409.12033 | null |
| 2024-09-18 | Metric-Semantic Factor Graph Generation based on Graph Neural Networks | Jose Andres Millan-Romera et.al. | 2409.11972 | null |
| 2024-09-18 | Multi-Grid Graph Neural Networks with Self-Attention for Computational Mechanics | Paul Garnier et.al. | 2409.11899 | link |
| 2024-09-18 | Edge-Based Graph Component Pooling | T. Snelleman et.al. | 2409.11856 | null |
| 2024-09-18 | Graph Neural Network-State Predictive Information Bottleneck (GNN-SPIB) approach for learning molecular thermodynamics and kinetics | Ziyue Zou et.al. | 2409.11843 | null |
| 2024-09-18 | World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography | Rudolf L. M. van Herten et.al. | 2409.11837 | null |
| 2024-09-18 | GUNet: A Graph Convolutional Network United Diffusion Model for Stable and Diversity Pose Generation | Shuowen Liang et.al. | 2409.11689 | link |
| 2024-09-18 | PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities | Daniel Zilberg et.al. | 2409.11618 | null |
| 2024-09-17 | A Property Encoder for Graph Neural Networks | Anwar Said et.al. | 2409.11554 | null |
| 2024-09-17 | Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph | Andreas Roth et.al. | 2409.11504 | null |
| 2024-09-17 | Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural Networks | Edgar Heinert et.al. | 2409.11373 | null |
| 2024-09-17 | High-Order Evolving Graphs for Enhanced Representation of Traffic Dynamics | Aditya Humnabadkar et.al. | 2409.11206 | null |
| 2024-09-17 | MI-HGNN: Morphology-Informed Heterogeneous Graph Neural Network for Legged Robot Contact Perception | Daniel Butterfield et.al. | 2409.11146 | link |
| 2024-09-17 | Can Graph Reordering Speed Up Graph Neural Network Training? An Experimental Study | Nikolai Merkel et.al. | 2409.11129 | link |
| 2024-09-17 | GINTRIP: Interpretable Temporal Graph Regression using Information bottleneck and Prototype-based method | Ali Royat et.al. | 2409.10996 | null |
| 2024-09-17 | Contrasformer: A Brain Network Contrastive Transformer for Neurodegenerative Condition Identification | Jiaxing Xu et.al. | 2409.10944 | link |
| 2024-09-17 | Spatio-Temporal-Network Point Processes for Modeling Crime Events with Landmarks | Zheng Dong et.al. | 2409.10882 | null |
| 2024-09-16 | Recurrent Graph Transformer Network for Multiple Fault Localization in Naval Shipboard Systems | Quang-Ha Ngo et.al. | 2409.10792 | null |
| 2024-09-16 | Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings | Nikolaos Nakis et.al. | 2409.10452 | null |
| 2024-09-16 | Uncovering the Mechanism of Hepatotoxiciy of PFAS Targeting L-FABP Using GCN and Computational Modeling | Lucas Jividen et.al. | 2409.10370 | null |
| 2024-09-16 | Hyperedge Modeling in Hypergraph Neural Networks by using Densest Overlapping Subgraphs | Mehrad Soltani et.al. | 2409.10340 | null |
| 2024-09-16 | Deep Graph Anomaly Detection: A Survey and New Perspectives | Hezhe Qiao et.al. | 2409.09957 | link |
| 2024-09-17 | Mobility-GNN: a human mobility-based graph neural network for tracking and analyzing the spatial dynamics of the synthetic opioid crisis in the USA, 2013-2020 | Zhiyue Xia et.al. | 2409.09945 | null |
| 2024-09-16 | Generalizability of Graph Neural Network Force Fields for Predicting Solid-State Properties | Shaswat Mohanty et.al. | 2409.09931 | null |
| 2024-09-15 | Dynamic Fraud Detection: Integrating Reinforcement Learning into Graph Neural Networks | Yuxin Dong et.al. | 2409.09892 | null |
| 2024-09-15 | Flexible Diffusion Scopes with Parameterized Laplacian for Heterophilic Graph Learning | Qincheng Lu et.al. | 2409.09888 | null |
| 2024-09-15 | Predicting building types and functions at transnational scale | Jonas Fill et.al. | 2409.09692 | null |
| 2024-09-14 | Improved Physics-Informed Neural Network based AC Power Flow for Distribution Networks | Victor Eeckhout et.al. | 2409.09466 | null |
| 2024-09-13 | SAUC: Sparsity-Aware Uncertainty Calibration for Spatiotemporal Prediction with Graph Neural Networks | Dingyi Zhuang et.al. | 2409.08766 | null |
| 2024-09-13 | Redesigning graph filter-based GNNs to relax the homophily assumption | Samuel Rey et.al. | 2409.08676 | null |
| 2024-09-13 | Sybil Detection using Graph Neural Networks | Stuart Heeb et.al. | 2409.08631 | null |
| 2024-09-13 | Molecular Graph Representation Learning via Structural Similarity Information | Chengyu Yao et.al. | 2409.08580 | link |
| 2024-09-13 | Causal GNNs: A GNN-Driven Instrumental Variable Approach for Causal Inference in Networks | Xiaojing Du et.al. | 2409.08544 | null |
| 2024-09-13 | ATFLRec: A Multimodal Recommender System with Audio-Text Fusion and Low-Rank Adaptation via Instruction-Tuned Large Language Model | Zezheng Qin et.al. | 2409.08543 | null |
| 2024-09-13 | An Efficient Privacy-aware Split Learning Framework for Satellite Communications | Jianfei Sun et.al. | 2409.08538 | null |
| 2024-09-12 | Learning incomplete factorization preconditioners for GMRES | Paul Häusner et.al. | 2409.08262 | link |
| 2024-09-12 | CliquePH: Higher-Order Information for Graph Neural Networks through Persistent Homology on Clique Graphs | Davide Buffelli et.al. | 2409.08217 | null |
| 2024-09-12 | Gaussian Garments: Reconstructing Simulation-Ready Clothing with Photorealistic Appearance from Multi-View Video | Boxiang Rong et.al. | 2409.08189 | null |
| 2024-09-12 | Hierarchical Symbolic Pop Music Generation with Graph Neural Networks | Wen Qing Lim et.al. | 2409.08155 | null |
| 2024-09-12 | Heterogeneous Sheaf Neural Networks | Luke Braithwaite et.al. | 2409.08036 | null |
| 2024-09-12 | Edge-Wise Graph-Instructed Neural Networks | Francesco Della Santa et.al. | 2409.08023 | null |
| 2024-09-12 | Data-efficient multi-fidelity training for high-fidelity machine learning interatomic potentials | Jaesun Kim et.al. | 2409.07947 | null |
| 2024-09-12 | Tera-SpaceCom: GNN-based Deep Reinforcement Learning for Joint Resource Allocation and Task Offloading in TeraHertz Band Space Networks | Zhifeng Hu et.al. | 2409.07911 | null |
| 2024-09-12 | Graph Neural Networks for Parkinsons Disease Detection | Shakeel A. Sheikh et.al. | 2409.07884 | null |
| 2024-09-12 | Efficient Learning of Balanced Signed Graphs via Iterative Linear Programming | Haruki Yokota et.al. | 2409.07794 | null |
| 2024-09-11 | Demo: SGCode: A Flexible Prompt-Optimizing System for Secure Generation of Code | Khiem Ton et.al. | 2409.07368 | null |
| 2024-09-11 | Descriptors-free Collective Variables From Geometric Graph Neural Networks | Jintu Zhang et.al. | 2409.07339 | null |
| 2024-09-11 | Recurrent Aggregators in Neural Algorithmic Reasoning | Kaijia Xu et.al. | 2409.07154 | null |
| 2024-09-11 | Learning Personalized Scoping for Graph Neural Networks under Heterophily | Gangda Deng et.al. | 2409.06998 | null |
| 2024-09-10 | Generative Hierarchical Materials Search | Sherry Yang et.al. | 2409.06762 | null |
| 2024-09-10 | EasyST: A Simple Framework for Spatio-Temporal Prediction | Jiabin Tang et.al. | 2409.06748 | null |
| 2024-09-10 | Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with Hyperbolic Graph Neural Networks | Debjyoti Mondal et.al. | 2409.06589 | null |
| 2024-09-10 | Learn2Aggregate: Supervised Generation of Chvátal-Gomory Cuts Using Graph Neural Networks | Arnaud Deza et.al. | 2409.06559 | null |
| 2024-09-10 | Neural Laplacian Operator for 3D Point Clouds | Bo Pang et.al. | 2409.06506 | null |
| 2024-09-10 | LAMP: Learnable Meta-Path Guided Adversarial Contrastive Learning for Heterogeneous Graphs | Siqing Li et.al. | 2409.06323 | null |
| 2024-09-10 | MCDGLN: Masked Connection-based Dynamic Graph Learning Network for Autism Spectrum Disorder | Peng Wang et.al. | 2409.06163 | null |
| 2024-09-10 | Testing CP properties of the Higgs boson coupling to $τ$ leptons with heterogeneous graphs | W. Esmail et.al. | 2409.06132 | null |
| 2024-09-09 | Scalable Multitask Learning Using Gradient-based Estimation of Task Affinity | Dongyue Li et.al. | 2409.06091 | link |
| 2024-09-09 | Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modeling | Stathis Megas et.al. | 2409.05804 | null |
| 2024-09-09 | Are Heterophily-Specific GNNs and Homophily Metrics Really Effective? Evaluation Pitfalls and New Benchmarks | Sitao Luan et.al. | 2409.05755 | null |
| 2024-09-09 | Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation | Bowen Zheng et.al. | 2409.05633 | null |
| 2024-09-09 | Learning to Model Graph Structural Information on MLPs via Graph Structure Self-Contrasting | Lirong Wu et.al. | 2409.05573 | null |
| 2024-09-09 | Retrofitting Temporal Graph Neural Networks with Transformer | Qiang Huang et.al. | 2409.05477 | link |
| 2024-09-09 | Leveraging Computation of Expectation Models for Commonsense Affordance Estimation on 3D Scene Graphs | Mario Alberto Valdes Saucedo et.al. | 2409.05392 | null |
| 2024-09-09 | Graffin: Stand for Tails in Imbalanced Node Classification | Xiaorui Qi et.al. | 2409.05339 | null |
| 2024-09-09 | Fitting Skeletal Models via Graph-based Learning | Nicolás Gaggion et.al. | 2409.05311 | null |
| 2024-09-09 | Investigating Material Interface Diffusion Phenomena through Graph Neural Networks in Applied Materials | Zirui Zhao et.al. | 2409.05306 | null |
| 2024-09-08 | Generalization of Geometric Graph Neural Networks | Zhiyang Wang et.al. | 2409.05191 | null |
| 2024-09-06 | Accelerating Training with Neuron Interaction and Nowcasting Networks | Boris Knyazev et.al. | 2409.04434 | link |
| 2024-09-06 | GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding | Ziyin Zhang et.al. | 2409.04183 | link |
| 2024-09-06 | CUQ-GNN: Committee-based Graph Uncertainty Quantification using Posterior Networks | Clemens Damke et.al. | 2409.04159 | null |
| 2024-09-05 | Characterizing Massive Activations of Attention Mechanism in Graph Neural Networks | Lorenzo Bini et.al. | 2409.03463 | link |
| 2024-09-05 | Efficient prediction of potential energy surface and physical properties with Kolmogorov-Arnold Networks | Rui Wang et.al. | 2409.03430 | null |
| 2024-09-04 | Random sampling of permutations through quantum circuits | Bibhas Adhikari et.al. | 2409.03018 | null |
| 2024-09-04 | Do We Trust What They Say or What They Do? A Multimodal User Embedding Provides Personalized Explanations | Zhicheng Ren et.al. | 2409.02965 | null |
| 2024-09-04 | Regional data-driven weather modeling with a global stretched-grid | Thomas Nils Nipen et.al. | 2409.02891 | null |
| 2024-09-04 | Task-Oriented Communication for Graph Data: A Graph Information Bottleneck Approach | Shujing Li et.al. | 2409.02728 | null |
| 2024-09-04 | Word and Phrase Features in Graph Convolutional Network for Automatic Question Classification | Junyoung Lee et.al. | 2409.02481 | null |
| 2024-09-03 | A Lesion-aware Edge-based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia | Zijian Chen et.al. | 2409.02303 | null |
| 2024-09-03 | Accelerating Graph Neural Networks with a Novel Matrix Compression Format | João N. F. Alves et.al. | 2409.02208 | null |
| 2024-09-03 | Optimal Power Grid Operations with Foundation Models | Alban Puech et.al. | 2409.02148 | null |
| 2024-09-03 | A Modern Take on Visual Relationship Reasoning for Grasp Planning | Paolo Rabino et.al. | 2409.02035 | null |
| 2024-09-03 | Learning Resilient Formation Control of Drones with Graph Attention Network | Jiaping Xiao et.al. | 2409.01953 | null |
| 2024-09-03 | Dual Advancement of Representation Learning and Clustering for Sparse and Noisy Images | Wenlin Li et.al. | 2409.01781 | link |
| 2024-09-05 | Stacked ensemble-based mutagenicity prediction model using multiple modalities with graph attention network | Tanya Liyaqat et.al. | 2409.01731 | link |
| 2024-08-30 | LASSO-MOGAT: A Multi-Omics Graph Attention Framework for Cancer Classification | Fadi Alharbi et.al. | 2408.17384 | null |
| 2024-08-30 | Leveraging Graph Neural Networks to Forecast Electricity Consumption | Eloi Campagne et.al. | 2408.17366 | null |
| 2024-08-30 | The Transferability of Downsampling Sparse Graph Convolutional Networks | Qinji Shu et.al. | 2408.17274 | null |
| 2024-08-30 | A Homogeneous Graph Neural Network for Precoding and Power Allocation in Scalable Wireless Networks | Mingjun Sun et.al. | 2408.17252 | null |
| 2024-08-30 | Search for $t\bar{t}H/A \rightarrow t\bar{t}t\bar{t}$ production in proton-proton collisions at $\sqrt{s}=13$ TeV with the ATLAS detector | ATLAS Collaboration et.al. | 2408.17164 | null |
| 2024-09-03 | Controllable Edge-Type-Specific Interpretation in Multi-Relational Graph Neural Networks for Drug Response Prediction | Xiaodi Li et.al. | 2408.17129 | link |
| 2024-08-29 | Enhancing Autism Spectrum Disorder Early Detection with the Parent-Child Dyads Block-Play Protocol and an Attention-enhanced GCN-xLSTM Hybrid Deep Learning Framework | Xiang Li et.al. | 2408.16924 | null |
| 2024-08-29 | H-SGANet: Hybrid Sparse Graph Attention Network for Deformable Medical Image Registration | Yufeng Zhou et.al. | 2408.16719 | null |
| 2024-08-29 | A GREAT Architecture for Edge-Based Graph Problems Like TSP | Attila Lischka et.al. | 2408.16717 | null |
| 2024-08-29 | SympGNNs: Symplectic Graph Neural Networks for identifiying high-dimensional Hamiltonian systems and node classification | Alan John Varghese et.al. | 2408.16698 | null |
| 2024-08-29 | SFR-GNN: Simple and Fast Robust GNNs against Structural Attacks | Xing Ai et.al. | 2408.16537 | null |
| 2024-08-29 | Integrating Features for Recognizing Human Activities through Optimized Parameters in Graph Convolutional Networks and Transformer Architectures | Mohammad Belal et.al. | 2408.16442 | null |
| 2024-08-29 | TempoKGAT: A Novel Graph Attention Network Approach for Temporal Graph Analysis | Lena Sasal et.al. | 2408.16391 | null |
| 2024-08-29 | TG-PhyNN: An Enhanced Physically-Aware Graph Neural Network framework for forecasting Spatio-Temporal Data | Zakaria Elabid et.al. | 2408.16379 | null |
| 2024-08-29 | Do Graph Neural Networks Work for High Entropy Alloys? | Hengrui Zhang et.al. | 2408.16337 | link |
| 2024-08-29 | OpenFGL: A Comprehensive Benchmarks for Federated Graph Learning | Xunkai Li et.al. | 2408.16288 | null |
| 2024-08-29 | A General Framework for Optimizing and Learning Nash Equilibrium | Di Zhang et.al. | 2408.16260 | null |
| 2024-08-28 | The Role of Fibration Symmetries in Geometric Deep Learning | Osvaldo Velarde et.al. | 2408.15894 | null |
| 2024-08-28 | Str-L Pose: Integrating Point and Structured Line for Relative Pose Estimation in Dual-Graph | Zherong Zhang et.al. | 2408.15750 | null |
| 2024-08-28 | Affordable HPC: Leveraging Small Clusters for Big Data and Graph Computing | Ruilong Wu et.al. | 2408.15568 | null |
| 2024-08-27 | Understanding GNNs for Boolean Satisfiability through Approximation Algorithms | Jan Hůla et.al. | 2408.15418 | null |
| 2024-08-27 | Temporal Graph Neural Network-Powered Paper Recommendation on Dynamic Citation Networks | Junhao Shen et.al. | 2408.15371 | null |
| 2024-08-27 | Multi-domain Network Slice Partitioning: A Graph Neural Network Algorithm | Zhouxiang Wu et.al. | 2408.15342 | null |
| 2024-08-27 | RGDA-DDI: Residual graph attention network and dual-attention based framework for drug-drug interaction prediction | Changjian Zhou et.al. | 2408.15310 | null |
| 2024-08-27 | SiHGNN: Leveraging Properties of Semantic Graphs for Efficient HGNN Acceleration | Runzhen Xue et.al. | 2408.15089 | null |
| 2024-08-27 | Earth Observation Satellite Scheduling with Graph Neural Networks | Antoine Jacquet et.al. | 2408.15041 | null |
| 2024-08-27 | Cross-Modal Learning for Chemistry Property Prediction: Large Language Models Meet Graph Machine Learning | Sakhinana Sagar Srinivas et.al. | 2408.14964 | null |
| 2024-08-27 | Graph and Sequential Neural Networks in Session-based Recommendation: A Survey | Zihao Li et.al. | 2408.14851 | null |
| 2024-08-26 | Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold | Lazar Atanackovic et.al. | 2408.14608 | null |
| 2024-08-26 | Accelerated structure-stability energy-free calculator | Alexandre Boucher et.al. | 2408.14577 | null |
| 2024-08-26 | Retrieval Augmented Generation for Dynamic Graph Modeling | Yuxia Wu et.al. | 2408.14523 | link |
| 2024-08-26 | Integrated Brain Connectivity Analysis with fMRI, DTI, and sMRI Powered by Interpretable Graph Neural Networks | Gang Qu et.al. | 2408.14254 | null |
| 2024-08-26 | Exploring the Potential of Large Language Models for Heterophilic Graphs | Yuxia Wu et.al. | 2408.14134 | null |
| 2024-08-26 | PAGE: Parametric Generative Explainer for Graph Neural Network | Yang Qiu et.al. | 2408.14042 | null |
| 2024-08-25 | Optimizing Luxury Vehicle Dealership Networks: A Graph Neural Network Approach to Site Selection | Luca Silvano Carocci et.al. | 2408.13961 | null |
| 2024-08-25 | Generalization of Graph Neural Networks is Robust to Model Mismatch | Zhiyang Wang et.al. | 2408.13878 | null |
| 2024-08-25 | Multi-SIGATnet: A multimodal schizophrenia MRI classification algorithm using sparse interaction mechanisms and graph attention networks | Yuhong Jiao et.al. | 2408.13830 | null |
| 2024-08-25 | RoCP-GNN: Robust Conformal Prediction for Graph Neural Networks in Node-Classification | S. Akansha et.al. | 2408.13825 | null |
| 2024-08-27 | GNN: Graph Neural Network and Large Language Model for Data Discovery | Thomas Hoang et.al. | 2408.13609 | null |
| 2024-08-24 | Knowledge-Aware Conversation Derailment Forecasting Using Graph Convolutional Networks | Enas Altarawneh et.al. | 2408.13440 | null |
| 2024-08-23 | IFH: a Diffusion Framework for Flexible Design of Graph Generative Models | Samuel Cognolato et.al. | 2408.13194 | null |
| 2024-08-23 | Multivariate Time-Series Anomaly Detection based on Enhancing Graph Attention Networks with Topological Analysis | Zhe Liu et.al. | 2408.13082 | link |
| 2024-08-23 | Indoor scene recognition from images under visual corruptions | Willams de Lima Costa et.al. | 2408.13029 | null |
| 2024-08-23 | Disentangling, Amplifying, and Debiasing: Learning Disentangled Representations for Fair Graph Neural Networks | Yeon-Chang Lee et.al. | 2408.12875 | null |
| 2024-08-23 | HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices | Ao Zhou et.al. | 2408.12840 | null |
| 2024-08-23 | SIMPNet: Spatial-Informed Motion Planning Network | Davood Soleymanzadeh et.al. | 2408.12831 | null |
| 2024-08-23 | Data-Driven Parametrization of Molecular Mechanics Force Fields for Expansive Chemical Space Coverage | Tianze Zheng et.al. | 2408.12817 | null |
| 2024-08-23 | Non-Homophilic Graph Pre-Training and Prompt Learning | Xingtong Yu et.al. | 2408.12594 | null |
| 2024-08-22 | Advanced atom-level representations for protein flexibility prediction utilizing graph neural networks | Sina Sarparast et.al. | 2408.12519 | null |
| 2024-08-22 | From strange-quark tagging to fragmentation tagging with machine learning | Yevgeny Kats et.al. | 2408.12377 | null |
| 2024-08-22 | Enhanced Expressivity in Graph Neural Networks with Lanczos-Based Linear Constraints | Niloofar Azizi et.al. | 2408.12334 | null |
| 2024-08-22 | Computer-Aided Fall Recognition Using a Three-Stream Spatial-Temporal GCN Model with Adaptive Feature Aggregation | Jungpil Shin et.al. | 2408.12211 | null |
| 2024-08-22 | Fair Augmentation for Graph Collaborative Filtering | Ludovico Boratto et.al. | 2408.12208 | link |
| 2024-08-22 | Rank and Align: Towards Effective Source-free Graph Domain Adaptation | Junyu Luo et.al. | 2408.12185 | null |
| 2024-08-22 | Behavior Pattern Mining-based Multi-Behavior Recommendation | Haojie Li et.al. | 2408.12152 | link |
| 2024-08-22 | DRExplainer: Quantifiable Interpretability in Drug Response Prediction with Directed Graph Convolutional Network | Haoyuan Shi et.al. | 2408.12139 | link |
| 2024-08-21 | Time Series Foundation Models and Deep Learning Architectures for Earthquake Temporal and Spatial Nowcasting | Alireza Jafari et.al. | 2408.11990 | null |
| 2024-08-21 | A Novel Evaluation Perspective on GNNs-based Recommender Systems through the Topology of the User-Item Graph | Daniele Malitesta et.al. | 2408.11762 | link |
| 2024-08-21 | Optimizing Federated Graph Learning with Inherent Structural Knowledge and Dual-Densely Connected GNNs | Longwen Wang et.al. | 2408.11662 | null |
| 2024-08-21 | Slicing Input Features to Accelerate Deep Learning: A Case Study with Graph Neural Networks | Zhengjia Xu et.al. | 2408.11500 | null |
| 2024-08-21 | Estimating Peer Direct and Indirect Effects in Observational Network Data | Xiaojing Du et.al. | 2408.11492 | null |
| 2024-08-21 | Graph Classification via Reference Distribution Learning: Theory and Practice | Zixiao Wang et.al. | 2408.11370 | null |
| 2024-08-21 | Towards Probabilistic Inductive Logic Programming with Neurosymbolic Inference and Relaxation | Fieke Hillerstrom et.al. | 2408.11367 | null |
| 2024-08-21 | Modeling Reference-dependent Choices with Graph Neural Networks | Liang Zhang et.al. | 2408.11302 | null |
| 2024-08-21 | Real-time Hosting Capacity Assessment for Electric Vehicles: A Sequential Forecast-then-Optimize Method | Yingrui Zhuang et.al. | 2408.11269 | null |
| 2024-08-20 | Multi-User Continuous-Aperture Array Communications: How to Learn Current Distribution? | Jia Guo et.al. | 2408.11230 | null |
| 2024-08-20 | Public Health in Disaster: Emotional Health and Life Incidents Extraction during Hurricane Harvey | Thomas Hoang et.al. | 2408.11133 | null |
| 2024-08-20 | GAIM: Attacking Graph Neural Networks via Adversarial Influence Maximization | Xiaodong Yang et.al. | 2408.10948 | null |
| 2024-08-20 | Target-Prompt Online Graph Collaborative Learning for Temporal QoS Prediction | Shengxiang Hu et.al. | 2408.10555 | null |
| 2024-08-19 | Learning Regularization for Graph Inverse Problems | Moshe Eliasof et.al. | 2408.10436 | null |
| 2024-08-19 | Expressive Power of Temporal Message Passing | Przemysław Andrzej Wałęga et.al. | 2408.09918 | null |
| 2024-08-19 | Community-Centric Graph Unlearning | Yi Li et.al. | 2408.09705 | null |
| 2024-08-20 | Heta: Distributed Training of Heterogeneous Graph Neural Networks | Yuchen Zhong et.al. | 2408.09697 | null |
| 2024-08-18 | Enhancing ASL Recognition with GCNs and Successive Residual Connections | Ushnish Sarkar et.al. | 2408.09567 | null |
| 2024-08-18 | Leveraging Invariant Principle for Heterophilic Graph Structure Distribution Shifts | Jinluan Yang et.al. | 2408.09490 | link |
| 2024-08-18 | Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions | Jun Wang et.al. | 2408.09476 | null |
| 2024-08-18 | $\mathbb{BEHR}$ NOULLI: A Binary EHR Data-Oriented Medication Recommendation System | Xihao Piao et.al. | 2408.09410 | link |
| 2024-08-18 | Federated Graph Learning with Structure Proxy Alignment | Xingbo Fu et.al. | 2408.09393 | link |
| 2024-08-18 | Predicting travel demand of a bike sharing system using graph convolutional neural networks | Ali Behroozi et.al. | 2408.09317 | null |
| 2024-08-17 | Towards Effective Top-N Hamming Search via Bipartite Graph Contrastive Hashing | Yankai Chen et.al. | 2408.09239 | null |
| 2024-08-16 | Neighbor Overlay-Induced Graph Attention Network | Tiqiao Wei et.al. | 2408.08788 | null |
| 2024-08-16 | SE-SGformer: A Self-Explainable Signed Graph Transformer for Link Sign Prediction | Lu Li et.al. | 2408.08754 | null |
| 2024-08-16 | Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks? | Zhongjian Zhang et.al. | 2408.08685 | null |
| 2024-08-16 | GrassNet: State Space Model Meets Graph Neural Network | Gongpei Zhao et.al. | 2408.08583 | null |
| 2024-08-16 | Mitigating Degree Bias in Signed Graph Neural Networks | Fang He et.al. | 2408.08508 | null |
| 2024-08-16 | Accelerating Mini-batch HGNN Training by Reducing CUDA Kernels | Meng Wu et.al. | 2408.08490 | null |
| 2024-08-16 | An Unsupervised Learning Framework Combined with Heuristics for the Maximum Minimal Cut Problem | Huaiyuan Liu et.al. | 2408.08484 | link |
| 2024-08-15 | Solving a Rubik’s Cube Using its Local Graph Structure | Shunyu Yao et.al. | 2408.07945 | null |
| 2024-08-14 | Graph neural network surrogate for strategic transport planning | Nikita Makarov et.al. | 2408.07726 | link |
| 2024-08-14 | Interpretable Graph Neural Networks for Heterogeneous Tabular Data | Amr Alkhatib et.al. | 2408.07661 | null |
| 2024-08-14 | Multi-task Heterogeneous Graph Learning on Electronic Health Records | Tsai Hor Chan et.al. | 2408.07569 | null |
| 2024-08-14 | Towards Few-shot Self-explaining Graph Neural Networks | Jingyu Peng et.al. | 2408.07340 | link |
| 2024-08-14 | RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation | Junyu Chen et.al. | 2408.07331 | null |
| 2024-08-13 | Pan-cancer gene set discovery via scRNA-seq for optimal deep learning based downstream tasks | Jong Hyun Kim et.al. | 2408.07233 | null |
| 2024-08-13 | Joint Graph Rewiring and Feature Denoising via Spectral Resonance | Jonas Linkerhägner et.al. | 2408.07191 | link |
| 2024-08-13 | Physics-informed graph neural networks for flow field estimation in carotid arteries | Julian Suk et.al. | 2408.07110 | null |
| 2024-08-13 | Machine Learning Message-Passing for the Scalable Decoding of QLDPC Codes | Arshpreet Singh Maan et.al. | 2408.07038 | link |
| 2024-08-13 | LLMs can Schedule | Henrik Abgaryan et.al. | 2408.06993 | link |
| 2024-08-13 | Graph Neural Network Approach to Predict the Effects of Road Capacity Reduction Policies: A Case Study for Paris, France | Elena Natterer et.al. | 2408.06762 | null |
| 2024-08-13 | Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models | Jialiang Wang et.al. | 2408.06717 | null |
| 2024-08-13 | RW-NSGCN: A Robust Approach to Structural Attacks via Negative Sampling | Shuqi He et.al. | 2408.06665 | null |
| 2024-08-12 | From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks | Andrea Ceschini et.al. | 2408.06524 | null |
| 2024-08-12 | Decentralized Cooperation in Heterogeneous Multi-Agent Reinforcement Learning via Graph Neural Network-Based Intrinsic Motivation | Jahir Sadik Monon et.al. | 2408.06503 | link |
| 2024-08-12 | What Ails Generative Structure-based Drug Design: Too Little or Too Much Expressivity? | Rafał Karczewski et.al. | 2408.06050 | null |
| 2024-08-12 | ARPA: A Novel Hybrid Model for Advancing Visual Word Disambiguation Using Large Language Models and Transformers | Aristi Papastavrou et.al. | 2408.06040 | null |
| 2024-08-12 | Spacetime $E(n)$ -Transformer: Equivariant Attention for Spatio-temporal Graphs | Sergio G. Charles et.al. | 2408.06039 | null |
| 2024-08-11 | GraphTransfer: A Generic Feature Fusion Framework for Collaborative Filtering | Jiafeng Xia et.al. | 2408.05792 | null |
| 2024-08-11 | On zero-shot learning in neural state estimation of power distribution systems | Aleksandr Berezin et.al. | 2408.05787 | link |
| 2024-08-11 | Swarm-Net: Firmware Attestation in IoT Swarms using Graph Neural Networks and Volatile Memory | Varun Kohli et.al. | 2408.05680 | null |
| 2024-08-10 | A GCN-LSTM Approach for ES-mini and VX Futures Forecasting | Nikolas Michael et.al. | 2408.05659 | null |
| 2024-08-10 | An Information-Theoretic Analysis of Temporal GNNs | Amirmohammad Farzaneh et.al. | 2408.05624 | null |
| 2024-08-13 | A Laplacian-based Quantum Graph Neural Network for Semi-Supervised Learning | Hamed Gholipour et.al. | 2408.05498 | null |
| 2024-08-10 | Path-LLM: A Shortest-Path-based LLM Learning for Unified Graph Representation | Wenbo Shang et.al. | 2408.05456 | null |
| 2024-08-09 | Decoding Quantum LDPC Codes Using Graph Neural Networks | Vukan Ninkovic et.al. | 2408.05170 | null |
| 2024-08-09 | Federated Hypergraph Learning with Hyperedge Completion | Linfeng Luo et.al. | 2408.05160 | null |
| 2024-08-09 | Variational Bayesian Phylogenetic Inference with Semi-implicit Branch Length Distributions | Tianyu Xie et.al. | 2408.05058 | link |
| 2024-08-09 | Graph Neural Networks as Ordering Heuristics for Parallel Graph Coloring | Kenneth Langedal et.al. | 2408.05054 | null |
| 2024-08-09 | A GNN Model with Adaptive Weights for Session-Based Recommendation Systems | Begüm Özbay et.al. | 2408.05051 | null |
| 2024-08-09 | Better Not to Propagate: Understanding Edge Uncertainty and Over-smoothing in Signed Graph Neural Networks | Yoonhyuk Choi et.al. | 2408.04895 | null |
| 2024-08-09 | MDS-GNN: A Mutual Dual-Stream Graph Neural Network on Graphs with Incomplete Features and Structure | Peng Yuan et.al. | 2408.04845 | null |
| 2024-08-09 | Dual-Channel Latent Factor Analysis Enhanced Graph Contrastive Learning for Recommendation | Junfeng Long et.al. | 2408.04838 | null |
| 2024-08-08 | Advancing Molecular Machine (Learned) Representations with Stereoelectronics-Infused Molecular Graphs | Daniil A. Boiko et.al. | 2408.04520 | link |
| 2024-08-08 | Understanding and Modeling Job Marketplace with Pretrained Language Models | Yaochen Zhu et.al. | 2408.04381 | null |
| 2024-08-08 | Enhanced Traffic Flow Prediction with Multi-Segment Fusion Tensor Graph Convolutional Networks | Wei Zhang et.al. | 2408.04232 | null |
| 2024-08-08 | Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks | Zepu Wang et.al. | 2408.04193 | null |
| 2024-08-08 | wav2graph: A Framework for Supervised Learning Knowledge Graph from Speech | Khai Le-Duc et.al. | 2408.04174 | null |
| 2024-08-07 | Heterogeneous Graph Sequence Neural Networks for Dynamic Traffic Assignment | Tong Liu et.al. | 2408.04131 | null |
| 2024-08-07 | Deep Generative Models for Subgraph Prediction | Erfaneh Mahmoudzadeh et.al. | 2408.04053 | null |
| 2024-08-07 | Knowledge Probing for Graph Representation Learning | Mingyu Zhao et.al. | 2408.03877 | null |
| 2024-08-07 | Beyond Over-smoothing: Uncovering the Trainability Challenges in Deep Graph Neural Networks | Jie Peng et.al. | 2408.03669 | null |
| 2024-08-06 | A Study on Quantum Graph Neural Networks Applied to Molecular Physics | Simone Piperno et.al. | 2408.03427 | null |
| 2024-08-06 | MLC-GCN: Multi-Level Generated Connectome Based GCN for AD Analysis | Wenqi Zhu et.al. | 2408.03358 | null |
| 2024-08-06 | TextIM: Part-aware Interactive Motion Synthesis from Text | Siyuan Fan et.al. | 2408.03302 | null |
| 2024-08-06 | RELIEF: Reinforcement Learning Empowered Graph Feature Prompt Tuning | Jiapeng Zhu et.al. | 2408.03195 | link |
| 2024-08-06 | CADRL: Category-aware Dual-agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs | Shangfei Zheng et.al. | 2408.03166 | null |
| 2024-08-06 | A Differential Smoothness-based Compact-Dynamic Graph Convolutional Network for Spatiotemporal Signal Recovery | Pengcheng Gao et.al. | 2408.02987 | null |
| 2024-08-06 | SETN: Stock Embedding Enhanced with Textual and Network Information | Takehiro Takayanagi et.al. | 2408.02899 | null |
| 2024-08-05 | Heterogeneous graph attention network improves cancer multiomics integration | Sina Tabakhi et.al. | 2408.02845 | null |
| 2024-08-05 | Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks | Zepeng Zhang et.al. | 2408.02797 | null |
| 2024-08-05 | Spatial-temporal Graph Convolutional Networks with Diversified Transformation for Dynamic Graph Representation Learning | Ling Wang et.al. | 2408.02704 | null |
| 2024-08-05 | Enhancing Heterogeneous Knowledge Graph Completion with a Novel GAT-based Approach | Wanxu Wei et.al. | 2408.02456 | null |
| 2024-08-04 | Understanding Deep Learning via Notions of Rank | Noam Razin et.al. | 2408.02111 | null |
| 2024-08-04 | Optimal and efficient text counterfactuals using Graph Neural Networks | Dimitris Lymperopoulos et.al. | 2408.01969 | null |
| 2024-08-04 | Top K Enhanced Reinforcement Learning Attacks on Heterogeneous Graph Node Classification | Honglin Gao et.al. | 2408.01964 | null |
| 2024-08-04 | Bilateral Trade Flow Prediction by Gravity-informed Graph Auto-encoder | Naoto Minakawa et.al. | 2408.01938 | null |
| 2024-08-04 | A Semi-supervised Multi-channel Graph Convolutional Network for Query Classification in E-commerce | Chunyuan Yuan et.al. | 2408.01928 | null |
| 2024-08-04 | A Comprehensive Survey on GNN Characterization | Meng Wu et.al. | 2408.01902 | null |
| 2024-08-03 | Signal-SGN: A Spiking Graph Convolutional Network for Skeletal Action Recognition via Learning Temporal-Frequency Dynamics | Naichuan Zheng et.al. | 2408.01701 | null |
| 2024-08-03 | Invariant Graph Learning Meets Information Bottleneck for Out-of-Distribution Generalization | Wenyu Mao et.al. | 2408.01697 | null |
| 2024-08-02 | Efficient Graph Coloring with Neural Networks: A Physics-Inspired Approach for Large Graphs | Lorenzo Colantonio et.al. | 2408.01503 | null |
| 2024-08-02 | Derivation of Back-propagation for Graph Convolutional Networks using Matrix Calculus and its Application to Explainable Artificial Intelligence | Yen-Che Hsiao et.al. | 2408.01408 | null |
| 2024-08-02 | Tailoring Graph Neural Network-based Flow-guided Localization to Individual Bloodstreams and Activities | Pablo Galván et.al. | 2408.01239 | null |
| 2024-08-02 | HeteroMorpheus: Universal Control Based on Morphological Heterogeneity Modeling | YiFan Hao et.al. | 2408.01230 | null |
| 2024-08-02 | GNN-MolKAN: Harnessing the Power of KAN to Advance Molecular Representation Learning with GNNs | Ruifeng Li et.al. | 2408.01018 | null |
| 2024-08-02 | GraphAge: Unleashing the power of Graph Neural Network to Decode Epigenetic Aging | Saleh Sakib Ahmed et.al. | 2408.00984 | null |
| 2024-08-01 | Parkinson’s Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations | Christopher Neves et.al. | 2408.00906 | null |
| 2024-08-01 | You Can’t Ignore Either: Unifying Structure and Feature Denoising for Robust Graph Learning | Tianmeng Yang et.al. | 2408.00700 | null |
| 2024-08-01 | Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation | Chu Zhao et.al. | 2408.00490 | null |
| 2024-08-01 | Contrastive Graph Representation Learning with Adversarial Cross-view Reconstruction and Information Bottleneck | Yuntao Shou et.al. | 2408.00295 | null |
| 2024-08-01 | Multi-Modal Parameter-Efficient Fine-tuning via Graph Neural Network | Bin Cheng et.al. | 2408.00290 | null |
| 2024-08-01 | CDFGNN: a Systematic Design of Cache-based Distributed Full-Batch Graph Neural Network Training with Communication Reduction | Shuai Zhang et.al. | 2408.00232 | null |
| 2024-07-31 | Non-convolutional Graph Neural Networks | Yuanqing Wang et.al. | 2408.00165 | null |
| 2024-07-31 | UMMAN: Unsupervised Multi-graph Merge Adversarial Network for Disease Prediction Based on Intestinal Flora | Dingkun Liu et.al. | 2407.21714 | null |
| 2024-07-31 | MART: MultiscAle Relational Transformer Networks for Multi-agent Trajectory Prediction | Seongju Lee et.al. | 2407.21635 | null |
| 2024-07-31 | MicroMIL: Graph-based Contextual Multiple Instance Learning for Patient Diagnosis Using Microscopy Images | JongWoo Kim et.al. | 2407.21604 | null |
| 2024-07-31 | Skeleton-Based Action Recognition with Spatial-Structural Graph Convolution | Jingyao Wang et.al. | 2407.21525 | null |
| 2024-07-31 | GEGA: Graph Convolutional Networks and Evidence Retrieval Guided Attention for Enhanced Document-level Relation Extraction | Yanxu Mao et.al. | 2407.21384 | null |
| 2024-07-30 | GNUMAP: A Parameter-Free Approach to Unsupervised Dimensionality Reduction via Graph Neural Networks | Jihee You et.al. | 2407.21236 | null |
| 2024-07-30 | What Are Good Positional Encodings for Directed Graphs? | Yinan Huang et.al. | 2407.20912 | link |
| 2024-07-30 | A Scalable Tool For Analyzing Genomic Variants Of Humans Using Knowledge Graphs and Machine Learning | Shivika Prasanna et.al. | 2407.20879 | null |
| 2024-07-30 | Leveraging Multi-facet Paths for Heterogeneous Graph Representation Learning | JongWoo Kim et.al. | 2407.20648 | null |
| 2024-07-30 | Joint Diffusion Processes as an Inductive Bias in Sheaf Neural Networks | Ferran Hernandez Caralt et.al. | 2407.20597 | null |
| 2024-07-30 | Automated Physical Design Watermarking Leveraging Graph Neural Networks | Ruisi Zhang et.al. | 2407.20544 | null |
| 2024-07-30 | Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies | Mingkun Xu et.al. | 2407.20508 | null |
| 2024-07-30 | Optimizing Long-tailed Link Prediction in Graph Neural Networks through Structure Representation Enhancement | Yakun Wang et.al. | 2407.20499 | null |
| 2024-07-30 | Relaxed Equivariant Graph Neural Networks | Elyssa Hofgard et.al. | 2407.20471 | null |
| 2024-07-29 | Unified Deep Learning Framework for Many-Body Quantum Chemistry via Green’s Functions | Christian Venturella et.al. | 2407.20384 | null |
| 2024-07-29 | rLLM: Relational Table Learning with LLMs | Weichen Li et.al. | 2407.20157 | link |
| 2024-07-29 | xAI-Drop: Don’t Use What You Cannot Explain | Vincenzo Marco De Luca et.al. | 2407.20067 | null |
| 2024-07-29 | RelBench: A Benchmark for Deep Learning on Relational Databases | Joshua Robinson et.al. | 2407.20060 | link |
| 2024-07-29 | Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation | Shiyuan Li et.al. | 2407.19944 | null |
| 2024-07-29 | Aero-Nef: Neural Fields for Rapid Aircraft Aerodynamics Simulations | Giovanni Catalani et.al. | 2407.19916 | null |
| 2024-07-29 | A Unified Graph Transformer for Overcoming Isolations in Multi-modal Recommendation | Zixuan Yi et.al. | 2407.19886 | null |
| 2024-07-29 | LoginMEA: Local-to-Global Interaction Network for Multi-modal Entity Alignment | Taoyu Su et.al. | 2407.19625 | null |
| 2024-07-28 | Sharp Bounds for Poly-GNNs and the Effect of Graph Noise | Luciano Vinas et.al. | 2407.19567 | null |
| 2024-07-28 | Skeleton-based Group Activity Recognition via Spatial-Temporal Panoramic Graph | Zhengcen Li et.al. | 2407.19497 | link |
| 2024-07-28 | Interpretable Triplet Importance for Personalized Ranking | Bowei He et.al. | 2407.19469 | link |
| 2024-07-26 | Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendation | Weizhi Zhang et.al. | 2407.18910 | link |
| 2024-07-26 | Enhancing material property prediction with ensemble deep graph convolutional networks | Chowdhury Mohammad Abid Rahman et.al. | 2407.18847 | null |
| 2024-07-26 | Robust Learning in Bayesian Parallel Branching Graph Neural Networks: The Narrow Width Limit | Zechen Zhang et.al. | 2407.18807 | null |
| 2024-07-26 | Learning production functions for supply chains with graph neural networks | Serina Chang et.al. | 2407.18772 | null |
| 2024-07-26 | AutoRDF2GML: Facilitating RDF Integration in Graph Machine Learning | Michael Färber et.al. | 2407.18735 | null |
| 2024-07-26 | BCTR: Bidirectional Conditioning Transformer for Scene Graph Generation | Peng Hao et.al. | 2407.18715 | null |
| 2024-07-26 | Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics | Mengjie Zhao et.al. | 2407.18691 | null |
| 2024-07-26 | DTFormer: A Transformer-Based Method for Discrete-Time Dynamic Graph Representation Learning | Xi Chen et.al. | 2407.18523 | null |
| 2024-07-26 | TCGPN: Temporal-Correlation Graph Pre-trained Network for Stock Forecasting | Wenbo Yan et.al. | 2407.18519 | null |
| 2024-07-26 | Scalable Graph Compressed Convolutions | Junshu Sun et.al. | 2407.18480 | null |
| 2024-07-25 | AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction | Chunan Liu et.al. | 2407.18184 | link |
| 2024-07-25 | Gene Regulatory Network Inference from Pre-trained Single-Cell Transcriptomics Transformer with Joint Graph Learning | Sindhura Kommu et.al. | 2407.18181 | null |
| 2024-07-25 | RIDA: A Robust Attack Framework on Incomplete Graphs | Jianke Yu et.al. | 2407.18170 | null |
| 2024-07-25 | Personalized and Context-aware Route Planning for Edge-assisted Vehicles | Dinesh Cyril Selvaraj et.al. | 2407.17980 | null |
| 2024-07-25 | Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network | Sukwon Yun et.al. | 2407.17857 | link |
| 2024-07-25 | Your Graph Recommender is Provably a Single-view Graph Contrastive Learning | Wenjie Yang et.al. | 2407.17723 | null |
| 2024-07-25 | Context-aware knowledge graph framework for traffic speed forecasting using graph neural network | Yatao Zhang et.al. | 2407.17703 | null |
| 2024-07-24 | Systematic Reasoning About Relational Domains With Graph Neural Networks | Irtaza Khalid et.al. | 2407.17396 | link |
| 2024-07-24 | 2D and 3D Deep Learning Models for MRI-based Parkinson’s Disease Classification: A Comparative Analysis of Convolutional Kolmogorov-Arnold Networks, Convolutional Neural Networks, and Graph Convolutional Networks | Salil B Patel et.al. | 2407.17380 | null |
| 2024-07-24 | Global and Local Confidence Based Fraud Detection Graph Neural Network | Jiaxun Liu et.al. | 2407.17333 | null |
| 2024-07-24 | Graph Neural Networks: A suitable Alternative to MLPs in Latent 3D Medical Image Classification? | Johannes Kiechle et.al. | 2407.17219 | link |
| 2024-07-24 | Curriculum Negative Mining For Temporal Networks | Ziyue Chen et.al. | 2407.17070 | link |
| 2024-07-23 | Learning Networked Dynamical System Models with Weak Form and Graph Neural Networks | Yin Yu et.al. | 2407.16779 | null |
| 2024-07-23 | Enhancing GNNs Performance on Combinatorial Optimization by Recurrent Feature Update | Daria Pugacheva et.al. | 2407.16468 | null |
| 2024-07-23 | Ranking protein-protein models with large language models and graph neural networks | Xiaotong Xu et.al. | 2407.16375 | link |
| 2024-07-23 | 3D-UGCN: A Unified Graph Convolutional Network for Robust 3D Human Pose Estimation from Monocular RGB Images | Jie Zhao et.al. | 2407.16137 | null |
| 2024-07-23 | Transformer-based Graph Neural Networks for Battery Range Prediction in AIoT Battery-Swap Services | Zhao Li et.al. | 2407.16115 | null |
| 2024-07-22 | Link Polarity Prediction from Sparse and Noisy Labels via Multiscale Social Balance | Marco Minici et.al. | 2407.15643 | null |
| 2024-07-22 | Large-scale Time-Varying Portfolio Optimisation using Graph Attention Networks | Kamesh Korangi et.al. | 2407.15532 | null |
| 2024-07-22 | GraphScale: A Framework to Enable Machine Learning over Billion-node Graphs | Vipul Gupta et.al. | 2407.15452 | null |
| 2024-07-22 | Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs | Huanjing Zhao et.al. | 2407.15431 | null |
| 2024-07-23 | LLMExplainer: Large Language Model based Bayesian Inference for Graph Explanation Generation | Jiaxing Zhang et.al. | 2407.15351 | null |
| 2024-07-22 | Hierarchical Homogeneity-Based Superpixel Segmentation: Application to Hyperspectral Image Analysis | Luciano Carvalho Ayres et.al. | 2407.15321 | null |
| 2024-07-21 | Revisiting Neighborhood Aggregation in Graph Neural Networks for Node Classification using Statistical Signal Processing | Mounir Ghogho et.al. | 2407.15284 | null |
| 2024-07-21 | LSM-GNN: Large-scale Storage-based Multi-GPU GNN Training by Optimizing Data Transfer Scheme | Jeongmin Brian Park et.al. | 2407.15264 | null |
| 2024-07-21 | A Spatio-Temporal Approach with Self-Corrective Causal Inference for Flight Delay Prediction | Qihui Zhu et.al. | 2407.15185 | null |
| 2024-07-20 | All Against Some: Efficient Integration of Large Language Models for Message Passing in Graph Neural Networks | Ajay Jaiswal et.al. | 2407.14996 | null |
| 2024-07-19 | Red-QAOA: Efficient Variational Optimization through Circuit Reduction | Meng Wang et.al. | 2407.14490 | null |
| 2024-07-19 | PolyFormer: Scalable Node-wise Filters via Polynomial Graph Transformer | Jiahong Ma et.al. | 2407.14459 | link |
| 2024-07-19 | L^2CL: Embarrassingly Simple Layer-to-Layer Contrastive Learning for Graph Collaborative Filtering | Xinzhou Jin et.al. | 2407.14266 | link |
| 2024-07-19 | Hierarchical Windowed Graph Attention Network and a Large Scale Dataset for Isolated Indian Sign Language Recognition | Suvajit Patra et.al. | 2407.14224 | null |
| 2024-07-19 | TaGAT: Topology-Aware Graph Attention Network For Multi-modal Retinal Image Fusion | Xin Tian et.al. | 2407.14188 | link |
| 2024-07-19 | Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics | Matthias Karlbauer et.al. | 2407.14129 | null |
| 2024-07-19 | Enhancing Data-Limited Graph Neural Networks by Actively Distilling Knowledge from Large Language Models | Quan Li et.al. | 2407.13989 | null |
| 2024-07-18 | EggNet: An Evolving Graph-based Graph Attention Network for Particle Track Reconstruction | Paolo Calafiura et.al. | 2407.13925 | null |
| 2024-07-18 | Improving Malware Detection with Adversarial Domain Adaptation and Control Flow Graphs | Adrian Shuai Li et.al. | 2407.13918 | null |
| 2024-07-18 | Temperature Distribution Prediction in Laser Powder Bed Fusion using Transferable and Scalable Graph Neural Networks | Riddhiman Raut et.al. | 2407.13838 | null |
| 2024-07-18 | Predicting dark matter halo masses from simulated galaxy images and environments | Austin J. Larson et.al. | 2407.13735 | null |
| 2024-07-18 | Projection-based model-order reduction for unstructured meshes with graph autoencoders | Liam K. Magargal et.al. | 2407.13669 | null |
| 2024-07-18 | Exploring End-to-end Differentiable Neural Charged Particle Tracking – A Loss Landscape Perspective | Tobias Kortus et.al. | 2407.13420 | null |
| 2024-07-18 | HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning | Qiuyu Zhu et.al. | 2407.13158 | null |
| 2024-07-18 | Krait: A Backdoor Attack Against Graph Prompt Tuning | Ying Song et.al. | 2407.13068 | null |
| 2024-07-17 | GraphMuse: A Library for Symbolic Music Graph Processing | Emmanouil Karystinaios et.al. | 2407.12671 | link |
| 2024-07-17 | Fusion Flow-enhanced Graph Pooling Residual Networks for Unmanned Aerial Vehicles Surveillance in Day and Night Dual Visions | Alam Noor et.al. | 2407.12647 | null |
| 2024-07-17 | A Brief Review of Quantum Machine Learning for Financial Services | Mina Doosti et.al. | 2407.12618 | null |
| 2024-07-17 | End-to-end Stroke imaging analysis, using reservoir computing-based effective connectivity, and interpretable Artificial intelligence | Wojciech Ciezobka et.al. | 2407.12553 | null |
| 2024-07-17 | SENC: Handling Self-collision in Neural Cloth Simulation | Zhouyingcheng Liao et.al. | 2407.12479 | null |
| 2024-07-17 | SafePowerGraph: Safety-aware Evaluation of Graph Neural Networks for Transmission Power Grids | Salah Ghamizi et.al. | 2407.12421 | link |
| 2024-07-17 | Dirac–Bianconi Graph Neural Networks – Enabling Non-Diffusive Long-Range Graph Predictions | Christian Nauck et.al. | 2407.12419 | link |
| 2024-07-17 | Enhancing Polygonal Building Segmentation via Oriented Corners | Mohammad Moein Sheikholeslami et.al. | 2407.12256 | null |
| 2024-07-17 | Urban Traffic Forecasting with Integrated Travel Time and Data Availability in a Conformal Graph Neural Network Framework | Mayur Patil et.al. | 2407.12238 | null |
| 2024-07-16 | Molecular Topological Profile (MOLTOP) – Simple and Strong Baseline for Molecular Graph Classification | Jakub Adamczyk et.al. | 2407.12136 | null |
| 2024-07-16 | Tackling Oversmoothing in GNN via Graph Sparsification: A Truss-based Approach | Tanvir Hossain et.al. | 2407.11928 | null |
| 2024-07-16 | GraphFM: A Scalable Framework for Multi-Graph Pretraining | Divyansha Lachi et.al. | 2407.11907 | null |
| 2024-07-16 | Characterizing and Understanding HGNN Training on GPUs | Dengke Han et.al. | 2407.11790 | null |
| 2024-07-16 | Relaxing Graph Transformers for Adversarial Attacks | Philipp Foth et.al. | 2407.11764 | null |
| 2024-07-16 | $α$ -SGHN: A Robust Model for Learning Particle Interactions in Lattice Systems | Yixian Gao et.al. | 2407.11684 | null |
| 2024-07-16 | Affective Behavior Analysis using Task-adaptive and AU-assisted Graph Network | Xiaodong Li et.al. | 2407.11663 | null |
| 2024-07-16 | Rethinking Fair Graph Neural Networks from Re-balancing | Zhixun Li et.al. | 2407.11624 | link |
| 2024-07-16 | Graph Dimension Attention Networks for Enterprise Credit Assessment | Shaopeng Wei et.al. | 2407.11615 | null |
| 2024-07-16 | HyperAggregation: Aggregating over Graph Edges with Hypernetworks | Nicolas Lell et.al. | 2407.11596 | link |
| 2024-07-16 | AU-vMAE: Knowledge-Guide Action Units Detection via Video Masked Autoencoder | Qiaoqiao Jin et.al. | 2407.11468 | null |
| 2024-07-15 | Provable Robustness of (Graph) Neural Networks Against Data Poisoning and Backdoor Attacks | Lukas Gosch et.al. | 2407.10867 | null |
| 2024-07-15 | Rotationally Invariant Latent Distances for Uncertainty Estimation of Relaxed Energy Predictions by Graph Neural Network Potentials | Joseph Musielewicz et.al. | 2407.10844 | null |
| 2024-07-15 | Probability Passing for Graph Neural Networks: Graph Structure and Representations Joint Learning | Ziyan Wang et.al. | 2407.10688 | null |
| 2024-07-15 | Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs | Rong Ma et.al. | 2407.10534 | null |
| 2024-07-15 | Local Action-Guided Motion Diffusion Model for Text-to-Motion Generation | Peng Jin et.al. | 2407.10528 | null |
| 2024-07-15 | Multi-source Knowledge Enhanced Graph Attention Networks for Multimodal Fact Verification | Han Cao et.al. | 2407.10474 | null |
| 2024-07-15 | Predicting doping strategies for ternary nickel-cobalt-manganese cathode materials to enhance battery performance using graph neural networks | Zirui Zhao et.al. | 2407.10458 | null |
| 2024-07-15 | Expanding the Scope: Inductive Knowledge Graph Reasoning with Multi-Starting Progressive Propagation | Zhoutian Shao et.al. | 2407.10430 | link |
| 2024-07-14 | MambaForGCN: Enhancing Long-Range Dependency with State Space Model and Kolmogorov-Arnold Networks for Aspect-Based Sentiment Analysis | Adamu Lawan et.al. | 2407.10347 | null |
| 2024-07-14 | Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation | Farhad Rezazadeh et.al. | 2407.10186 | null |
| 2024-07-12 | The $μ\mathcal{G}$ Language for Programming Graph Neural Networks | Matteo Belenchia et.al. | 2407.09441 | null |
| 2024-07-12 | A Perspective on Foundation Models for the Electric Power Grid | Hendrik F. Hamann et.al. | 2407.09434 | null |
| 2024-07-12 | The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited | Floriano Tori et.al. | 2407.09381 | null |
| 2024-07-12 | Graph Neural Network Causal Explanation via Neural Causal Models | Arman Behnam et.al. | 2407.09378 | link |
| 2024-07-12 | GNN with Model-based RL for Multi-agent Systems | Hanxiao Chen et.al. | 2407.09249 | null |
| 2024-07-12 | Conformal Inductive Graph Neural Networks | Soroush H. Zargarbashi et.al. | 2407.09173 | null |
| 2024-07-12 | SlideGCD: Slide-based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image Classification | Tong Shu et.al. | 2407.08968 | null |
| 2024-07-12 | Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification | Ke Ji et.al. | 2407.08959 | null |
| 2024-07-11 | Deep Inverse Design for High-Level Synthesis | Ping Chang et.al. | 2407.08797 | null |
| 2024-07-11 | Robust Generalization of Graph Neural Networks for Carrier Scheduling | Daniel F. Perez-Ramirez et.al. | 2407.08479 | null |
| 2024-07-11 | Improving Molecular Modeling with Geometric GNNs: an Empirical Study | Ali Ramlaoui et.al. | 2407.08313 | null |
| 2024-07-11 | HRRPGraphNet: A Graph Neural Network Based Approach for HRRP Radar Target Recognition | Lingfeng Chen et.al. | 2407.08236 | null |
| 2024-07-10 | TinyGraph: Joint Feature and Node Condensation for Graph Neural Networks | Yezi Liu et.al. | 2407.08064 | link |
| 2024-07-10 | AdaptiGraph: Material-Adaptive Graph-Based Neural Dynamics for Robotic Manipulation | Kaifeng Zhang et.al. | 2407.07889 | null |
| 2024-07-10 | Prediction of Frequency-Dependent Optical Spectrum for Solid Materials: A Multi-Output & Multi-Fidelity Machine Learning Approach | Akram Ibrahim et.al. | 2407.07736 | null |
| 2024-07-10 | Deep-Graph-Sprints: Accelerated Representation Learning in Continuous-Time Dynamic Graphs | Ahmad Naser Eddin et.al. | 2407.07712 | null |
| 2024-07-10 | Explaining Graph Neural Networks for Node Similarity on Graphs | Daniel Daza et.al. | 2407.07639 | null |
| 2024-07-11 | GLBench: A Comprehensive Benchmark for Graph with Large Language Models | Yuhan Li et.al. | 2407.07457 | link |
| 2024-07-10 | A deep graph model for the signed interaction prediction in biological network | Shuyi Jin et.al. | 2407.07357 | null |
| 2024-07-09 | Graph Reinforcement Learning for Exploring BSM Model Spaces | George N. Wojcik et.al. | 2407.07203 | null |
| 2024-07-09 | Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics | Ruiran Su et.al. | 2407.07038 | null |
| 2024-07-09 | Changepoint Detection in Highly-Attributed Dynamic Graphs | Emiliano Penaloza et.al. | 2407.06998 | null |
| 2024-07-09 | Limiting Over-Smoothing and Over-Squashing of Graph Message Passing by Deep Scattering Transforms | Yuanhong Jiang et.al. | 2407.06988 | null |
| 2024-07-09 | Deep-Motion-Net: GNN-based volumetric organ shape reconstruction from single-view 2D projections | Isuru Wijesinghe et.al. | 2407.06692 | null |
| 2024-07-09 | Advanced Financial Fraud Detection Using GNN-CL Model | Yu Cheng et.al. | 2407.06529 | null |
| 2024-07-09 | Graph Neural Networks and Deep Reinforcement Learning Based Resource Allocation for V2X Communications | Maoxin Ji et.al. | 2407.06518 | link |
| 2024-07-09 | Using Graph Neural Networks and Frequency Domain Data for Automated Operational Modal Analysis of Populations of Structures | Xudong Jian et.al. | 2407.06492 | null |
| 2024-07-09 | T2MAT (text-to-materials): A universal framework for generating material structures with goal properties from a single sentence | Zhilong Song et.al. | 2407.06489 | null |
| 2024-07-09 | Enhancing the Prediction of Glass Dynamics by Incorporating the Direction of Deviation from Equilibrium Positions | Xiao Jiang et.al. | 2407.06111 | null |
| 2024-07-08 | Graph Reasoning Networks | Markus Zopf et.al. | 2407.05816 | null |
| 2024-07-08 | LDGCN: An Edge-End Lightweight Dual GCN Based on Single-Channel EEG for Driver Drowsiness Monitoring | Jingwei Huang et.al. | 2407.05749 | link |
| 2024-07-09 | Fine-Grained Multi-View Hand Reconstruction Using Inverse Rendering | Qijun Gan et.al. | 2407.05680 | link |
| 2024-07-08 | Graph Attention with Random Rewiring | Tongzhou Liao et.al. | 2407.05649 | null |
| 2024-07-08 | MEEG and AT-DGNN: Advancing EEG Emotion Recognition with Music and Graph Learning | Minghao Xiao et.al. | 2407.05550 | null |
| 2024-07-07 | PICA: Physics-Integrated Clothed Avatar | Bo Peng et.al. | 2407.05324 | null |
| 2024-07-07 | Vulnerability-Hunter: An Adaptive Feature Perception Attention Network for Smart Contract Vulnerabilities | Yizhou Chen et.al. | 2407.05318 | null |
| 2024-07-06 | Leveraging Persistent Homology Features for Accurate Defect Formation Energy Predictions via Graph Neural Networks | Zhenyao Fang et.al. | 2407.05204 | null |
| 2024-07-06 | A Generalized Transformer-based Radio Link Failure Prediction Framework in 5G RANs | Kazi Hasan et.al. | 2407.05197 | null |
| 2024-07-05 | Peering inside the black box: Learning the relevance of many-body functions in Neural Network potentials | Klara Bonneau et.al. | 2407.04526 | null |
| 2024-07-05 | G-Adaptive mesh refinement – leveraging graph neural networks and differentiable finite element solvers | James Rowbottom et.al. | 2407.04516 | null |
| 2024-07-05 | Leveraging Graph Structures to Detect Hallucinations in Large Language Models | Noa Nonkes et.al. | 2407.04485 | null |
| 2024-07-05 | Wavelet-based Temporal Attention Improves Traffic Forecasting | Yash Jakhmola et.al. | 2407.04440 | null |
| 2024-07-05 | Dance of the ADS: Orchestrating Failures through Historically-Informed Scenario Fuzzing | Tong Wang et.al. | 2407.04359 | null |
| 2024-07-05 | SSP-GNN: Learning to Track via Bilevel Optimization | Griffin Golias et.al. | 2407.04308 | null |
| 2024-07-05 | Graph Pooling via Ricci Flow | Amy Feng et.al. | 2407.04236 | null |
| 2024-07-04 | Benchmark on Drug Target Interaction Modeling from a Structure Perspective | Xinnan Zhang et.al. | 2407.04055 | link |
| 2024-07-04 | Reduced-Order Neural Operators: Learning Lagrangian Dynamics on Highly Sparse Graphs | Hrishikesh Viswanath et.al. | 2407.03925 | null |
| 2024-07-04 | GraphCNNpred: A stock market indices prediction using a Graph based deep learning system | Yuhui Jin et.al. | 2407.03760 | null |
| 2024-07-03 | Cooperative Multi-Agent Deep Reinforcement Learning Methods for UAV-aided Mobile Edge Computing Networks | Mintae Kim et.al. | 2407.03280 | null |
| 2024-07-03 | MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRI | Yueyang Li et.al. | 2407.03217 | link |
| 2024-07-03 | Foundations and Frontiers of Graph Learning Theory | Yu Huang et.al. | 2407.03125 | null |
| 2024-07-03 | SF-GNN: Self Filter for Message Lossless Propagation in Deep Graph Neural Network | Yushan Zhu et.al. | 2407.02762 | null |
| 2024-07-02 | Holistically-Nested Structure-Aware Graph Neural Network for Road Extraction | Tinghuai Wang et.al. | 2407.02639 | null |
| 2024-07-02 | HOIMotion: Forecasting Human Motion During Human-Object Interactions Using Egocentric 3D Object Bounding Boxes | Zhiming Hu et.al. | 2407.02633 | null |
| 2024-07-02 | On the Robustness of Graph Reduction Against GNN Backdoor | Yuxuan Zhu et.al. | 2407.02431 | null |
| 2024-07-02 | GCF: Graph Convolutional Networks for Facial Expression Recognition | Hozaifa Kassab et.al. | 2407.02361 | null |
| 2024-07-02 | Structure-Aware Consensus Network on Graphs with Few Labeled Nodes | Shuaike Xu et.al. | 2407.02188 | null |
| 2024-07-02 | Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly Detection | Chunjing Xiao et.al. | 2407.02143 | link |
| 2024-07-02 | CGAP: Urban Region Representation Learning with Coarsened Graph Attention Pooling | Zhuo Xu et.al. | 2407.02074 | null |
| 2024-07-02 | HC-GLAD: Dual Hyperbolic Contrastive Learning for Unsupervised Graph-Level Anomaly Detection | Yali Fu et.al. | 2407.02057 | link |
| 2024-07-02 | DiGRAF: Diffeomorphic Graph-Adaptive Activation Function | Krishna Sri Ipsit Mantri et.al. | 2407.02013 | null |
| 2024-07-02 | Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks | Yuwen Wang et.al. | 2407.01979 | null |
| 2024-07-01 | peerRTF: Robust MVDR Beamforming Using Graph Convolutional Network | Amit Sofer et.al. | 2407.01779 | null |
| 2024-07-01 | Designing Machine Learning Tools to Characterize Multistationarity of Fully Open Reaction Networks | Shenghao Yao et.al. | 2407.01760 | null |
| 2024-07-01 | GRACE: Graph-Regularized Attentive Convolutional Entanglement with Laplacian Smoothing for Robust DeepFake Video Detection | Chih-Chung Hsu et.al. | 2406.19941 | link |
| 2024-06-28 | Modeling the Real World with High-Density Visual Particle Dynamics | William F. Whitney et.al. | 2406.19800 | null |
| 2024-06-28 | SPIRONet: Spatial-Frequency Learning and Topological Channel Interaction Network for Vessel Segmentation | De-Xing Huang et.al. | 2406.19749 | link |
| 2024-06-27 | Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers | Jinsong Chen et.al. | 2406.19258 | null |
| 2024-06-27 | NTFormer: A Composite Node Tokenized Graph Transformer for Node Classification | Jinsong Chen et.al. | 2406.19249 | null |
| 2024-06-27 | Improving the Expressiveness of $K$ -hop Message-Passing GNNs by Injecting Contextualized Substructure Information | Tianjun Yao et.al. | 2406.19244 | link |
| 2024-06-27 | Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction | Kexin Zhang et.al. | 2406.19156 | null |
| 2024-06-27 | YZS-model: A Predictive Model for Organic Drug Solubility Based on Graph Convolutional Networks and Transformer-Attention | Chenxu Wang et.al. | 2406.19136 | link |
| 2024-06-27 | Constructing and Analyzing Different Density Graphs for Path Extrapolation in Wikipedia | Martha Sotiroudi et.al. | 2406.19039 | null |
| 2024-07-01 | Amplify Graph Learning for Recommendation via Sparsity Completion | Peng Yuan et.al. | 2406.18984 | link |
| 2024-06-27 | Federated Graph Semantic and Structural Learning | Wenke Huang et.al. | 2406.18937 | link |
| 2024-06-27 | What Is Missing In Homophily? Disentangling Graph Homophily For Graph Neural Networks | Yilun Zheng et.al. | 2406.18854 | link |
| 2024-06-27 | Retain, Blend, and Exchange: A Quality-aware Spatial-Stereo Fusion Approach for Event Stream Recognition | Lan Chen et.al. | 2406.18845 | link |
| 2024-06-26 | Cascading Large Language Models for Salient Event Graph Generation | Xingwei Tan et.al. | 2406.18449 | null |
| 2024-06-26 | Graph Neural Networks for Emulation of Finite-Element Ice Dynamics in Greenland and Antarctic Ice Sheets | Younghyun Koo et.al. | 2406.18423 | null |
| 2024-06-26 | KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning | Roman Bresson et.al. | 2406.18380 | link |
| 2024-06-26 | Kolmogorov-Arnold Graph Neural Networks | Gianluca De Carlo et.al. | 2406.18354 | null |
| 2024-06-26 | ContactNet: Geometric-Based Deep Learning Model for Predicting Protein-Protein Interactions | Matan Halfon et.al. | 2406.18314 | null |
| 2024-06-25 | Efficient and Effective Implicit Dynamic Graph Neural Network | Yongjian Zhong et.al. | 2406.17894 | null |
| 2024-06-25 | Compositional Models for Estimating Causal Effects | Purva Pruthi et.al. | 2406.17714 | null |
| 2024-06-25 | HGTDP-DTA: Hybrid Graph-Transformer with Dynamic Prompt for Drug-Target Binding Affinity Prediction | Xi Xiao et.al. | 2406.17697 | null |
| 2024-06-25 | Distributed Training of Large Graph Neural Networks with Variable Communication Rates | Juan Cervino et.al. | 2406.17611 | null |
| 2024-06-25 | Preserving Node Distinctness in Graph Autoencoders via Similarity Distillation | Ge Chen et.al. | 2406.17517 | null |
| 2024-06-25 | Generative Modelling of Structurally Constrained Graphs | Manuel Madeira et.al. | 2406.17341 | null |
| 2024-06-25 | Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning | Tianfu Wang et.al. | 2406.17334 | link |
| 2024-06-25 | Distance Recomputator and Topology Reconstructor for Graph Neural Networks | Dong Liu et.al. | 2406.17281 | null |
| 2024-06-25 | TopoGCL: Topological Graph Contrastive Learning | Yuzhou Chen et.al. | 2406.17251 | link |
| 2024-06-24 | Meta-GCN: A Dynamically Weighted Loss Minimization Method for Dealing with the Data Imbalance in Graph Neural Networks | Mahdi Mohammadizadeh et.al. | 2406.17073 | null |
| 2024-06-24 | GC-Bench: A Benchmark Framework for Graph Condensation with New Insights | Shengbo Gong et.al. | 2406.16715 | link |
| 2024-06-24 | Link Prediction with Untrained Message Passing Layers | Lisi Qarkaxhija et.al. | 2406.16687 | null |
| 2024-06-24 | Ensemble-Embedding Graph Neural Network for Direct Prediction of Optical Spectra from Crystal Structure | Nguyen Tuan Hung et.al. | 2406.16654 | null |
| 2024-06-24 | Feature Fusion for Human Activity Recognition using Parameter-Optimized Multi-Stage Graph Convolutional Network and Transformer Models | Mohammad Belal et.al. | 2406.16638 | null |
| 2024-06-24 | Inference of Sequential Patterns for Neural Message Passing in Temporal Graphs | Jan von Pichowski et.al. | 2406.16552 | null |
| 2024-06-24 | Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification | Beini Xie et.al. | 2406.16357 | null |
| 2024-06-24 | Multimodal Graph Benchmark | Jing Zhu et.al. | 2406.16321 | link |
| 2024-06-24 | Relaxing Continuous Constraints of Equivariant Graph Neural Networks for Physical Dynamics Learning | Zinan Zheng et.al. | 2406.16295 | link |
| 2024-06-23 | F-FOMAML: GNN-Enhanced Meta-Learning for Peak Period Demand Forecasting with Proxy Data | Zexing Xu et.al. | 2406.16221 | null |
| 2024-06-22 | Automatic AI Model Selection for Wireless Systems: Online Learning via Digital Twinning | Qiushuo Hou et.al. | 2406.15819 | null |
| 2024-06-21 | Learning Spatio-Temporal Patterns of Polar Ice Layers With Physics-Informed Graph Neural Network | Zesheng Liu et.al. | 2406.15299 | null |
| 2024-06-21 | FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection | Austin Coursey et.al. | 2406.15283 | null |
| 2024-06-21 | Perks and Pitfalls of Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs | Steve Azzolin et.al. | 2406.15156 | null |
| 2024-06-21 | Towards General Negotiation Strategies with End-to-End Reinforcement Learning | Bram M. Renting et.al. | 2406.15096 | null |
| 2024-06-21 | Efficient Graph Similarity Computation with Alignment Regularization | Wei Zhuo et.al. | 2406.14929 | null |
| 2024-06-21 | Graph Edge Representation via Tensor Product Graph Convolutional Representation | Bo Jiang et.al. | 2406.14846 | null |
| 2024-06-20 | Relational Reasoning On Graphs Using Opinion Dynamics | Yulong Yang et.al. | 2406.14746 | null |
| 2024-06-20 | Graph Representation Learning Strategies for Omics Data: A Case Study on Parkinson’s Disease | Elisa Gómez de Lope et.al. | 2406.14442 | null |
| 2024-06-20 | Iterative Sizing Field Prediction for Adaptive Mesh Generation From Expert Demonstrations | Niklas Freymuth et.al. | 2406.14161 | link |
| 2024-06-20 | Geometric Self-Supervised Pretraining on 3D Protein Structures using Subgraphs | Michail Chatzianastasis et.al. | 2406.14142 | null |
| 2024-06-20 | Graph Neural Networks for Job Shop Scheduling Problems: A Survey | Igor G. Smit et.al. | 2406.14096 | null |
| 2024-06-20 | HIGHT: Hierarchical Graph Tokenization for Graph-Language Alignment | Yongqiang Chen et.al. | 2406.14021 | null |
| 2024-06-20 | Reducing Memory Contention and I/O Congestion for Disk-based GNN Training | Qisheng Jiang et.al. | 2406.13984 | null |
| 2024-06-20 | Explainable AI Security: Exploring Robustness of Graph Neural Networks to Adversarial Attacks | Tao Wu et.al. | 2406.13920 | null |
| 2024-06-19 | A Pure Transformer Pretraining Framework on Text-attributed Graphs | Yu Song et.al. | 2406.13873 | link |
| 2024-06-19 | Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning | Danqing Wang et.al. | 2406.13869 | link |
| 2024-06-19 | Evaluating representation learning on the protein structure universe | Arian R. Jamasb et.al. | 2406.13864 | link |
| 2024-06-18 | Demystifying Higher-Order Graph Neural Networks | Maciej Besta et.al. | 2406.12841 | null |
| 2024-06-18 | Influence Maximization via Graph Neural Bandits | Yuting Feng et.al. | 2406.12835 | null |
| 2024-06-18 | Graph Neural Networks in Histopathology: Emerging Trends and Future Directions | Siemen Brussee et.al. | 2406.12808 | null |
| 2024-06-18 | Research and Implementation of Data Enhancement Techniques for Graph Neural Networks | Jingzhao Gu et.al. | 2406.12640 | null |
| 2024-06-18 | Bridging Local Details and Global Context in Text-Attributed Graphs | Yaoke Wang et.al. | 2406.12608 | null |
| 2024-06-18 | The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs | Kun Wang et.al. | 2406.12539 | link |
| 2024-06-18 | A data-centric approach for assessing progress of Graph Neural Networks | Tianqi Zhao et.al. | 2406.12439 | link |
| 2024-06-18 | Federated Learning with Limited Node Labels | Bisheng Tang et.al. | 2406.12435 | null |
| 2024-06-18 | SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting | Yue Jiang et.al. | 2406.12282 | null |
| 2024-06-17 | Thermodynamic Transferability in Coarse-Grained Force Fields using Graph Neural Networks | Emily Shinkle et.al. | 2406.12112 | null |
| 2024-06-17 | Composing Object Relations and Attributes for Image-Text Matching | Khoi Pham et.al. | 2406.11820 | null |
| 2024-06-17 | Graph Neural Re-Ranking via Corpus Graph | Andrea Giuseppe Di Francesco et.al. | 2406.11720 | null |
| 2024-06-17 | Scalable Expressiveness through Preprocessed Graph Perturbations | Danial Saber et.al. | 2406.11714 | null |
| 2024-06-17 | On the Feasibility of Fidelity $^-$ for Graph Pruning | Yong-Min Shin et.al. | 2406.11504 | null |
| 2024-06-17 | Attention-Based Deep Reinforcement Learning for Qubit Allocation in Modular Quantum Architectures | Enrico Russo et.al. | 2406.11452 | null |
| 2024-06-17 | Analysing the Behaviour of Tree-Based Neural Networks in Regression Tasks | Peter Samoaa et.al. | 2406.11437 | link |
| 2024-06-17 | Dredge Word, Social Media, and Webgraph Networks for Unreliable Website Classification and Identification | Evan M. Williams et.al. | 2406.11423 | null |
| 2024-06-17 | DeFiGuard: A Price Manipulation Detection Service in DeFi using Graph Neural Networks | Dabao Wang et.al. | 2406.11157 | null |
| 2024-06-16 | Graph Neural Reaction Diffusion Models | Moshe Eliasof et.al. | 2406.10871 | null |
| 2024-06-16 | Global-Local Graph Neural Networks for Node-Classification | Moshe Eliasof et.al. | 2406.10863 | null |
| 2024-06-14 | Compressed Sensor Caching and Collaborative Sparse Data Recovery with Anchor Alignment | Yi-Jen Yang et.al. | 2406.10137 | null |
| 2024-06-14 | Rule Based Learning with Dynamic (Graph) Neural Networks | Florian Seiffarth et.al. | 2406.09954 | null |
| 2024-06-14 | Robustness-Inspired Defense Against Backdoor Attacks on Graph Neural Networks | Zhiwei Zhang et.al. | 2406.09836 | null |
| 2024-06-14 | Benchmarking Spectral Graph Neural Networks: A Comprehensive Study on Effectiveness and Efficiency | Ningyi Liao et.al. | 2406.09675 | link |
| 2024-06-13 | Automated Molecular Concept Generation and Labeling with Large Language Models | Shichang Zhang et.al. | 2406.09612 | null |
| 2024-06-13 | Differentiable Reasoning about Knowledge Graphs with Region-based Graph Neural Networks | Aleksandar Pavlovic et.al. | 2406.09529 | null |
| 2024-06-13 | Advancing Graph Generation through Beta Diffusion | Yilin He et.al. | 2406.09357 | null |
| 2024-06-13 | On the Expressibility of the Reconstructional Color Refinement | V. Arvind et.al. | 2406.09351 | null |
| 2024-06-13 | Scoreformer: A Surrogate Model For Large-Scale Prediction of Docking Scores | Álvaro Ciudad et.al. | 2406.09346 | null |
| 2024-06-13 | Transformers meet Neural Algorithmic Reasoners | Wilfried Bounsi et.al. | 2406.09308 | null |
| 2024-06-13 | A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening | Guy Bar-Shalom et.al. | 2406.09291 | null |
| 2024-06-13 | ALPHAGMUT: A Rationale-Guided Alpha Shape Graph Neural Network to Evaluate Mutation Effects | Boshen Wang et.al. | 2406.09159 | null |
| 2024-06-13 | OLGA: One-cLass Graph Autoencoder | M. P. S. Gôlo et.al. | 2406.09131 | null |
| 2024-06-13 | Adaptive Temporal Motion Guided Graph Convolution Network for Micro-expression Recognition | Fengyuan Zhang et.al. | 2406.08997 | null |
| 2024-06-13 | Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification | Yuankai Luo et.al. | 2406.08993 | link |
| 2024-06-13 | Self-supervised Graph Neural Network for Mechanical CAD Retrieval | Yuhan Quan et.al. | 2406.08863 | null |
| 2024-06-12 | GraphFM: A Comprehensive Benchmark for Graph Foundation Model | Yuhao Xu et.al. | 2406.08310 | link |
| 2024-06-12 | Pre-Training Identification of Graph Winning Tickets in Adaptive Spatial-Temporal Graph Neural Networks | Wenying Duan et.al. | 2406.08287 | null |
| 2024-06-12 | Conformal Load Prediction with Transductive Graph Autoencoders | Rui Luo et.al. | 2406.08281 | null |
| 2024-06-12 | Expressivity and Generalization: Fragment-Biases for Molecular GNNs | Tom Wollschläger et.al. | 2406.08210 | null |
| 2024-06-12 | Balancing Molecular Information and Empirical Data in the Prediction of Physico-Chemical Properties | Johannes Zenn et.al. | 2406.08075 | link |
| 2024-06-12 | Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Prediction | Juzhen Zhang et.al. | 2406.07979 | null |
| 2024-06-12 | How Interpretable Are Interpretable Graph Neural Networks? | Yongqiang Chen et.al. | 2406.07955 | link |
| 2024-06-12 | Multi-Teacher Multi-Objective Meta-Learning for Zero-Shot Hyperspectral Band Selection | Jie Feng et.al. | 2406.07949 | null |
| 2024-06-12 | Graph Transductive Defense: a Two-Stage Defense for Graph Membership Inference Attacks | Peizhi Niu et.al. | 2406.07917 | null |
| 2024-06-11 | Graph Reasoning for Explainable Cold Start Recommendation | Jibril Frej et.al. | 2406.07420 | null |
| 2024-06-11 | Embedded Graph Convolutional Networks for Real-Time Event Data Processing on SoC FPGAs | Kamil Jeziorek et.al. | 2406.07318 | null |
| 2024-06-11 | Rethinking the impact of noisy labels in graph classification: A utility and privacy perspective | De Li et.al. | 2406.07314 | null |
| 2024-06-11 | Logical Distillation of Graph Neural Networks | Alexander Pluska et.al. | 2406.07126 | link |
| 2024-06-11 | CHARME: A chain-based reinforcement learning approach for the minor embedding problem | Hoang M. Ngo et.al. | 2406.07124 | null |
| 2024-06-11 | On the Hölder Stability of Multiset and Graph Neural Networks | Yair Davidson et.al. | 2406.06984 | null |
| 2024-06-11 | Non-autoregressive Personalized Bundle Generation | Wenchuan Yang et.al. | 2406.06925 | null |
| 2024-06-10 | An Elliptic Kernel Unsupervised Autoencoder-Graph Convolutional Network Ensemble Model for Hyperspectral Unmixing | Estefania Alfaro-Mejia et.al. | 2406.06742 | null |
| 2024-06-10 | GKAN: Graph Kolmogorov-Arnold Networks | Mehrdad Kiamari et.al. | 2406.06470 | null |
| 2024-06-10 | Spatiotemporal Graph Neural Network Modelling Perfusion MRI | Ruodan Yan et.al. | 2406.06434 | null |
| 2024-06-10 | Explainable Graph Neural Networks Under Fire | Zhong Li et.al. | 2406.06417 | null |
| 2024-06-10 | Learning Physical Simulation with Message Passing Transformer | Zeyi Xu et.al. | 2406.06060 | null |
| 2024-06-10 | MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go Approximation | Alexandre Hayderi et.al. | 2406.05959 | link |
| 2024-06-09 | Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs | Ziang Chen et.al. | 2406.05938 | null |
| 2024-06-09 | Security Vulnerability Detection with Multitask Self-Instructed Fine-Tuning of Large Language Models | Aidan Z. H. Yang et.al. | 2406.05892 | null |
| 2024-06-09 | Scaling Graph Convolutions for Mobile Vision | William Avery et.al. | 2406.05850 | link |
| 2024-06-09 | Distributed Combinatorial Optimization of Downlink User Assignment in mmWave Cell-free Massive MIMO Using Graph Neural Networks | Bile Peng et.al. | 2406.05652 | null |
| 2024-06-09 | What is my quantum computer good for? Quantum capability learning with physics-aware neural networks | Daniel Hothem et.al. | 2406.05636 | null |
| 2024-06-07 | Large Generative Graph Models | Yu Wang et.al. | 2406.05109 | null |
| 2024-06-07 | Online Frequency Scheduling by Learning Parallel Actions | Anastasios Giovanidis et.al. | 2406.05041 | null |
| 2024-06-07 | SpanGNN: Towards Memory-Efficient Graph Neural Networks via Spanning Subgraph Training | Xizhi Gu et.al. | 2406.04938 | link |
| 2024-06-07 | QAGCF: Graph Collaborative Filtering for Q&A Recommendation | Changshuo Zhang et.al. | 2406.04828 | null |
| 2024-06-07 | Graph Mining under Data scarcity | Appan Rakaraddi et.al. | 2406.04825 | null |
| 2024-06-07 | GENIE: Watermarking Graph Neural Networks for Link Prediction | Venkata Sai Pranav Bachina et.al. | 2406.04805 | null |
| 2024-06-07 | Mobile Network Configuration Recommendation using Deep Generative Graph Neural Network | Shirwan Piroti et.al. | 2406.04779 | null |
| 2024-06-07 | Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks | Joel Oskarsson et.al. | 2406.04759 | link |
| 2024-06-07 | Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning | Zheng Huang et.al. | 2406.04601 | link |
| 2024-06-06 | GNNAnatomy: Systematic Generation and Evaluation of Multi-Level Explanations for Graph Neural Networks | Hsiao-Ying Lu et.al. | 2406.04548 | null |
| 2024-06-06 | On the Expressive Power of Spectral Invariant Graph Neural Networks | Bohang Zhang et.al. | 2406.04336 | link |
| 2024-06-07 | NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise | Zhonghao Wang et.al. | 2406.04299 | link |
| 2024-06-06 | Transformers need glasses! Information over-squashing in language tasks | Federico Barbero et.al. | 2406.04267 | null |
| 2024-06-06 | Multivector Neurons: Better and Faster O(n)-Equivariant Clifford Graph Neural Networks | Cong Liu et.al. | 2406.04052 | link |
| 2024-06-06 | Energy-based Epistemic Uncertainty for Graph Neural Networks | Dominik Fuchsgruber et.al. | 2406.04043 | null |
| 2024-06-06 | Exploiting Global Graph Homophily for Generalized Defense in Graph Neural Networks | Duanyu Li et.al. | 2406.03833 | null |
| 2024-06-06 | BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning | Artem Zholus et.al. | 2406.03686 | null |
| 2024-06-06 | PANDA: Expanded Width-Aware Message Passing Beyond Rewiring | Jeongwhan Choi et.al. | 2406.03671 | null |
| 2024-06-05 | Decision-focused Graph Neural Networks for Combinatorial Optimization | Yang Liu et.al. | 2406.03647 | null |
| 2024-06-05 | Equivariant Graph Neural Networks for Prediction of Tensor Material Properties of Crystals | Alex Heilman et.al. | 2406.03563 | null |
| 2024-06-05 | Node-wise Filtering in Graph Neural Networks: A Mixture of Experts Approach | Haoyu Han et.al. | 2406.03464 | null |
| 2024-06-05 | Learning Long Range Dependencies on Graphs via Random Walks | Dexiong Chen et.al. | 2406.03386 | link |
| 2024-06-05 | Using GNN property predictors as molecule generators | Félix Therrien et.al. | 2406.03278 | null |
| 2024-06-06 | Generating Explanations for Cellular Neural Networks | Akshit Sinha et.al. | 2406.03253 | null |
| 2024-06-05 | Graph Neural Network Explanations are Fragile | Jiate Li et.al. | 2406.03193 | null |
| 2024-06-05 | Topological Neural Networks go Persistent, Equivariant, and Continuous | Yogesh Verma et.al. | 2406.03164 | null |
| 2024-06-05 | Aligning Transformers with Weisfeiler-Leman | Luis Müller et.al. | 2406.03148 | link |
| 2024-06-05 | E(n) Equivariant Message Passing Cellular Networks | Veljko Kovac et.al. | 2406.03145 | null |
| 2024-06-05 | A Data and Model-Driven Deep Learning Approach to Robust Downlink Beamforming Optimization | Kai Liang et.al. | 2406.03098 | null |
| 2024-06-05 | Enhancing the Resilience of Graph Neural Networks to Topological Perturbations in Sparse Graphs | Shuqi He et.al. | 2406.03097 | null |
| 2024-06-04 | XRec: Large Language Models for Explainable Recommendation | Qiyao Ma et.al. | 2406.02377 | link |
| 2024-06-04 | Temporal Graph Rewiring with Expander Graphs | Katarina Petrović et.al. | 2406.02362 | link |
| 2024-06-04 | AMOSL: Adaptive Modality-wise Structure Learning in Multi-view Graph Neural Networks For Enhanced Unified Representation | Peiyu Liang et.al. | 2406.02348 | null |
| 2024-06-04 | Graph Neural Networks Do Not Always Oversmooth | Bastian Epping et.al. | 2406.02269 | null |
| 2024-06-04 | DFA-GNN: Forward Learning of Graph Neural Networks by Direct Feedback Alignment | Gongpei Zhao et.al. | 2406.02040 | null |
| 2024-06-04 | Multimodal Reasoning with Multimodal Knowledge Graph | Junlin Lee et.al. | 2406.02030 | null |
| 2024-06-04 | Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction | Jangseop Park et.al. | 2406.01996 | null |
| 2024-06-04 | PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming | Bingheng Li et.al. | 2406.01908 | null |
| 2024-06-03 | In-Context Learning of Physical Properties: Few-Shot Adaptation to Out-of-Distribution Molecular Graphs | Grzegorz Kaszuba et.al. | 2406.01808 | null |
| 2024-06-03 | AIFS - ECMWF’s data-driven forecasting system | Simon Lang et.al. | 2406.01465 | null |
| 2024-06-03 | Graph External Attention Enhanced Transformer | Jianqing Liang et.al. | 2405.21061 | link |
| 2024-05-31 | Sheaf HyperNetworks for Personalized Federated Learning | Bao Nguyen et.al. | 2405.20882 | null |
| 2024-05-31 | SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation | Yuxi Liu et.al. | 2405.20878 | link |
| 2024-05-31 | Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs | Langzhang Liang et.al. | 2405.20652 | null |
| 2024-05-31 | Heterophilous Distribution Propagation for Graph Neural Networks | Zhuonan Zheng et.al. | 2405.20640 | null |
| 2024-05-31 | Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning | Kaicheng Fu et.al. | 2405.20600 | null |
| 2024-05-31 | Towards a General GNN Framework for Combinatorial Optimization | Frederik Wenkel et.al. | 2405.20543 | null |
| 2024-06-03 | GraphAny: A Foundation Model for Node Classification on Any Graph | Jianan Zhao et.al. | 2405.20445 | link |
| 2024-05-30 | Flexible SE(2) graph neural networks with applications to PDE surrogates | Maria Bånkestad et.al. | 2405.20287 | link |
| 2024-05-30 | GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning | Costas Mavromatis et.al. | 2405.20139 | link |
| 2024-05-30 | Chemical Space-Informed Machine Learning Models for Rapid Predictions of X-ray Photoelectron Spectra of Organic Molecules | Susmita Tripathy et.al. | 2405.20033 | null |
| 2024-05-30 | FlexiDrop: Theoretical Insights and Practical Advances in Random Dropout Method on GNNs | Zhiheng Zhou et.al. | 2405.20012 | link |
| 2024-05-30 | Combining physics-informed graph neural network and finite difference for solving forward and inverse spatiotemporal PDEs | Hao Zhang et.al. | 2405.20000 | null |
| 2024-05-30 | GasTrace: Detecting Sandwich Attack Malicious Accounts in Ethereum | Zekai Liu et.al. | 2405.19971 | null |
| 2024-05-30 | Learning Latent Graph Structures and their Uncertainty | Alessandro Manenti et.al. | 2405.19933 | null |
| 2024-05-30 | Unsupervised Mutual Learning of Dialogue Discourse Parsing and Topic Segmentation | Jiahui Xu et.al. | 2405.19799 | null |
| 2024-05-30 | GaussianPrediction: Dynamic 3D Gaussian Prediction for Motion Extrapolation and Free View Synthesis | Boming Zhao et.al. | 2405.19745 | null |
| 2024-05-30 | MGCP: A Multi-Grained Correlation based Prediction Network for Multivariate Time Series | Zhicheng Chen et.al. | 2405.19661 | null |
| 2024-05-29 | Valid Conformal Prediction for Dynamic GNNs | Ed Davis et.al. | 2405.19230 | null |
| 2024-05-29 | Spatio-Spectral Graph Neural Networks | Simon Geisler et.al. | 2405.19121 | null |
| 2024-05-29 | Can Graph Learning Improve Task Planning? | Xixi Wu et.al. | 2405.19119 | null |
| 2024-05-29 | Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification | Xindi Wang et.al. | 2405.19084 | null |
| 2024-05-29 | SIG: Efficient Self-Interpretable Graph Neural Network for Continuous-time Dynamic Graphs | Lanting Fang et.al. | 2405.19062 | link |
| 2024-05-29 | Multiscale Spatio-Temporal Enhanced Short-term Load Forecasting of Electric Vehicle Charging Stations | Zongbao Zhang et.al. | 2405.19053 | null |
| 2024-05-29 | CiliaGraph: Enabling Expression-enhanced Hyper-Dimensional Computation in Ultra-Lightweight and One-Shot Graph Classification on Edge | Yuxi Han et.al. | 2405.19033 | null |
| 2024-05-29 | SynerGraph: An Integrated Graph Convolution Network for Multimodal Recommendation | Mert Burabak et.al. | 2405.19031 | null |
| 2024-05-29 | LSPI: Heterogeneous Graph Neural Network Classification Aggregation Algorithm Based on Size Neighbor Path Identification | Yufei Zhaoa et.al. | 2405.18933 | link |
| 2024-05-29 | Inverse Design of Promising Alloys for Electrocatalytic CO $_2$ Reduction via Generative Graph Neural Networks Combined with Bird Swarm Algorithm | Zhilong Song et.al. | 2405.18891 | null |
| 2024-05-28 | Don’t Forget to Connect! Improving RAG with Graph-based Reranking | Jialin Dong et.al. | 2405.18414 | null |
| 2024-05-28 | A Vlogger-augmented Graph Neural Network Model for Micro-video Recommendation | Weijiang Lai et.al. | 2405.18260 | null |
| 2024-05-28 | Graph Coarsening with Message-Passing Guarantees | Antonin Joly et.al. | 2405.18127 | null |
| 2024-05-28 | ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks | Wanlin Cai et.al. | 2405.18036 | null |
| 2024-05-28 | Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation | Shanshan Wang et.al. | 2405.17774 | null |
| 2024-05-28 | Revisiting the Message Passing in Heterophilous Graph Neural Networks | Zhuonan Zheng et.al. | 2405.17768 | null |
| 2024-05-28 | Rethinking Pruning for Backdoor Mitigation: An Optimization Perspective | Nan Li et.al. | 2405.17746 | null |
| 2024-05-27 | Spectral Greedy Coresets for Graph Neural Networks | Mucong Ding et.al. | 2405.17404 | null |
| 2024-05-27 | Occlusion Handling in 3D Human Pose Estimation with Perturbed Positional Encoding | Niloofar Azizi et.al. | 2405.17397 | null |
| 2024-05-27 | Probabilistic Graph Rewiring via Virtual Nodes | Chendi Qian et.al. | 2405.17311 | null |
| 2024-05-27 | Survey of Graph Neural Network for Internet of Things and NextG Networks | Sabarish Krishna Moorthy et.al. | 2405.17309 | null |
| 2024-05-27 | R-ODE: Ricci Curvature Tells When You Will be Informed | Li Sun et.al. | 2405.17282 | null |
| 2024-05-27 | Your decision path does matter in pre-training industrial recommenders with multi-source behaviors | Chunjing Gan et.al. | 2405.17132 | null |
| 2024-05-27 | Graph Neural Networks on Quantum Computers | Yidong Liao et.al. | 2405.17060 | null |
| 2024-05-27 | FUGNN: Harmonizing Fairness and Utility in Graph Neural Networks | Renqiang Luo et.al. | 2405.17034 | null |
| 2024-05-27 | Graph Condensation for Open-World Graph Learning | Xinyi Gao et.al. | 2405.17003 | null |
| 2024-05-26 | Transfer Learning Under High-Dimensional Graph Convolutional Regression Model for Node Classification | Jiachen Chen et.al. | 2405.16672 | null |
| 2024-05-24 | Rethinking Independent Cross-Entropy Loss For Graph-Structured Data | Rui Miao et.al. | 2405.15564 | null |
| 2024-05-24 | Learning from Linear Algebra: A Graph Neural Network Approach to Preconditioner Design for Conjugate Gradient Solvers | Vladislav Trifonov et.al. | 2405.15557 | null |
| 2024-05-24 | SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing | Haoxuan Yuan et.al. | 2405.15542 | null |
| 2024-05-24 | E(n) Equivariant Topological Neural Networks | Claudio Battiloro et.al. | 2405.15429 | null |
| 2024-05-24 | DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback | Yiqing Wu et.al. | 2405.15280 | null |
| 2024-05-24 | Cardinality Estimation on Hyper-relational Knowledge Graphs | Fei Teng et.al. | 2405.15231 | null |
| 2024-05-24 | AGS-GNN: Attribute-guided Sampling for Graph Neural Networks | Siddhartha Shankar Das et.al. | 2405.15218 | null |
| 2024-05-24 | TrojanForge: Adversarial Hardware Trojan Examples with Reinforcement Learning | Amin Sarihi et.al. | 2405.15184 | null |
| 2024-05-23 | Message-Passing Monte Carlo: Generating low-discrepancy point sets via Graph Neural Networks | T. Konstantin Rusch et.al. | 2405.15059 | null |
| 2024-05-23 | Analysis of Atom-level pretraining with QM data for Graph Neural Networks Molecular property models | Jose Arjona-Medina et.al. | 2405.14837 | null |
| 2024-05-23 | Development of a Gaussian Approximation Potential to Study Structure and Thermodynamics of Nickel Nanoclusters | Suvo Banik et.al. | 2405.14683 | null |
| 2024-05-23 | Logical Characterizations of Recurrent Graph Neural Networks with Reals and Floats | Veeti Ahvonen et.al. | 2405.14606 | null |
| 2024-05-23 | Gradient Transformation: Towards Efficient and Model-Agnostic Unlearning for Dynamic Graph Neural Networks | He Zhang et.al. | 2405.14407 | null |
| 2024-05-23 | Explaining Graph Neural Networks via Structure-aware Interaction Index | Ngoc Bui et.al. | 2405.14352 | null |
| 2024-05-23 | AdaGMLP: AdaBoosting GNN-to-MLP Knowledge Distillation | Weigang Lu et.al. | 2405.14307 | null |
| 2024-05-23 | Similarity-Navigated Conformal Prediction for Graph Neural Networks | Jianqing Song et.al. | 2405.14303 | null |
| 2024-05-23 | Graphcode: Learning from multiparameter persistent homology using graph neural networks | Michael Kerber et.al. | 2405.14302 | null |
| 2024-05-23 | Graph Sparsification via Mixture of Graphs | Guibin Zhang et.al. | 2405.14260 | null |
| 2024-05-23 | Deep Learning Methods for Adjusting Global MFD Speed Estimations to Local Link Configurations | Zhixiong Jin et.al. | 2405.14257 | null |
| 2024-05-21 | Equivariant Spatio-Temporal Attentive Graph Networks to Simulate Physical Dynamics | Liming Wu et.al. | 2405.12868 | null |
| 2024-05-21 | Utilizing Description Logics for Global Explanations of Heterogeneous Graph Neural Networks | Dominik Köhler et.al. | 2405.12654 | null |
| 2024-05-21 | Unleash Graph Neural Networks from Heavy Tuning | Lequan Lin et.al. | 2405.12521 | null |
| 2024-05-21 | MAGE: Model-Level Graph Neural Networks Explanations via Motif-based Graph Generation | Zhaoning Yu et.al. | 2405.12519 | null |
| 2024-05-21 | How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing | Keke Huang et.al. | 2405.12474 | link |
| 2024-05-21 | Prompt-Enhanced Spatio-Temporal Graph Transfer Learning | Junfeng Hu et.al. | 2405.12452 | null |
| 2024-05-20 | Efficient Model-Stealing Attacks Against Inductive Graph Neural Networks | Marcin Podhajski et.al. | 2405.12295 | null |
| 2024-05-20 | Conditional Shift-Robust Conformal Prediction for Graph Neural Network | S. Akansha et.al. | 2405.11968 | null |
| 2024-05-20 | CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph Augmentation | Yanran Tang et.al. | 2405.11791 | link |
| 2024-05-19 | Knowledge Graph Pruning for Recommendation | Fake Lin et.al. | 2405.11531 | null |
| 2024-05-19 | CTGNN: Crystal Transformer Graph Neural Network for Crystal Material Property Prediction | Zijian Du et.al. | 2405.11502 | null |
| 2024-05-18 | Hierarchical Reinforcement Learning Empowered Task Offloading in V2I Networks | Xinyu You et.al. | 2405.11352 | null |
| 2024-05-18 | Detecting Complex Multi-step Attacks with Explainable Graph Neural Network | Wei Liu et.al. | 2405.11335 | null |
| 2024-05-18 | GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing | Chengqing Yu et.al. | 2405.11333 | link |
| 2024-05-18 | SeBot: Structural Entropy Guided Multi-View Contrastive Learning for Social Bot Detection | Yingguang Yang et.al. | 2405.11225 | link |
| 2024-05-18 | Towards Knowledge-Infused Automated Disease Diagnosis Assistant | Mohit Tomar et.al. | 2405.11181 | link |
| 2024-05-17 | GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection | Zhanguang Zhang et.al. | 2405.11024 | null |
| 2024-05-17 | Rethinking Graph Backdoor Attacks: A Distribution-Preserving Perspective | Zhiwei Zhang et.al. | 2405.10757 | null |
| 2024-05-17 | Hi-GMAE: Hierarchical Graph Masked Autoencoders | Chuang Liu et.al. | 2405.10642 | link |
| 2024-05-17 | Harnessing Collective Structure Knowledge in Data Augmentation for Graph Neural Networks | Rongrong Ma et.al. | 2405.10633 | null |
| 2024-05-17 | CACL: Community-Aware Heterogeneous Graph Contrastive Learning for Social Media Bot Detection | Sirry Chen et.al. | 2405.10558 | null |
| 2024-05-17 | Multi-Evidence based Fact Verification via A Confidential Graph Neural Network | Yuqing Lan et.al. | 2405.10481 | null |
| 2024-05-16 | Physics-Informed Heterogeneous Graph Neural Networks for DC Blocker Placement | Hongwei Jin et.al. | 2405.10389 | null |
| 2024-05-16 | ENADPool: The Edge-Node Attention-based Differentiable Pooling for Graph Neural Networks | Zhehan Zhao et.al. | 2405.10218 | null |
| 2024-05-16 | Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level | Chenlong Zhao et.al. | 2405.10202 | link |
| 2024-05-16 | Towards Consistent and Explainable Motion Prediction using Heterogeneous Graph Attention | Tobias Demmler et.al. | 2405.10134 | null |
| 2024-05-16 | Integrating Uncertainty-Aware Human Motion Prediction into Graph-Based Manipulator Motion Planning | Wansong Liu et.al. | 2405.09779 | null |
| 2024-05-15 | Learning Generalized Medical Image Representations through Image-Graph Contrastive Pretraining | Sameer Khanna et.al. | 2405.09594 | null |
| 2024-05-15 | ContourCraft: Learning to Resolve Intersections in Neural Multi-Garment Simulations | Artur Grigorev et.al. | 2405.09522 | null |
| 2024-05-15 | Desk-AId: Humanitarian Aid Desk Assessment with Geospatial AI for Predicting Landmine Areas | Flavio Cirillo et.al. | 2405.09444 | null |
| 2024-05-15 | Learning Coarse-Grained Dynamics on Graph | Yin Yu et.al. | 2405.09324 | null |
| 2024-05-15 | Graph Neural Network based Handwritten Trajectories Recognition | Anuj Sharma et.al. | 2405.09247 | null |
| 2024-05-15 | SMUG-Explain: A Framework for Symbolic Music Graph Explanations | Emmanouil Karystinaios et.al. | 2405.09241 | link |
| 2024-05-15 | Unraveling impacts of polycrystalline microstructures on ionic conductivity of ceramic electrolytes by computational homogenization and machine learning | Xiang-Long Peng et.al. | 2405.09227 | null |
| 2024-05-15 | StateGuard: Detecting State Derailment Defects in Decentralized Exchange Smart Contract | Zongwei Li et.al. | 2405.09181 | null |
| 2024-05-15 | Enhancing Function Name Prediction using Votes-Based Name Tokenization and Multi-Task Learning | Xiaoling Zhang et.al. | 2405.09112 | null |
| 2024-05-15 | Deep Learning in Earthquake Engineering: A Comprehensive Review | Yazhou Xie et.al. | 2405.09021 | null |
| 2024-05-14 | Certifying Robustness of Graph Convolutional Networks for Node Perturbation with Polyhedra Abstract Interpretation | Boqi Chen et.al. | 2405.08645 | null |
| 2024-05-14 | Chemical-motif characterization of short-range order with E(3)-equivariant graph neural networks | Killian Sheriff et.al. | 2405.08628 | null |
| 2024-05-14 | Improving the Real-Data Driven Network Evaluation Model for Digital Twin Networks | Hyeju Shin et.al. | 2405.08473 | null |
| 2024-05-14 | DGCformer: Deep Graph Clustering Transformer for Multivariate Time Series Forecasting | Qinshuo Liu et.al. | 2405.08440 | null |
| 2024-05-13 | Graph Neural Networks for Parameterized Quantum Circuits Expressibility Estimation | Shamminuj Aktar et.al. | 2405.08100 | null |
| 2024-05-13 | KG-Planner: Knowledge-Informed Graph Neural Planning for Collaborative Manipulators | Wansong Liu et.al. | 2405.07962 | null |
| 2024-05-13 | Discovery of highly anisotropic dielectric crystals with equivariant graph neural networks | Yuchen Lou et.al. | 2405.07915 | null |
| 2024-05-13 | All Nodes are created Not Equal: Node-Specific Layer Aggregation and Filtration for GNN | Shilong Wang et.al. | 2405.07892 | null |
| 2024-05-13 | Hamiltonian-based Quantum Reinforcement Learning for Neural Combinatorial Optimization | Georg Kruse et.al. | 2405.07790 | null |
| 2024-05-13 | PLA-SGCN: Protein-Ligand Binding Affinity Prediction by Integrating Similar Pairs and Semi-supervised Graph Convolutional Network | Karim Abbasi et.al. | 2405.07452 | null |
| 2024-05-12 | Graph neural networks for power grid operational risk assessment under evolving grid topology | Yadong Zhang et.al. | 2405.07343 | null |
| 2024-05-12 | 3D Hand Mesh Recovery from Monocular RGB in Camera Space | Haonan Li et.al. | 2405.07167 | null |
| 2024-05-12 | Context Neural Networks: A Scalable Multivariate Model for Time Series Forecasting | Abishek Sriramulu et.al. | 2405.07117 | null |
| 2024-05-11 | Fair Graph Representation Learning via Sensitive Attribute Disentanglement | Yuchang Zhu et.al. | 2405.07011 | link |
| 2024-05-11 | GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts | Sofia Casarin et.al. | 2405.06994 | null |
| 2024-05-10 | Decomposing weather forecasting into advection and convection with neural networks | Mengxuan Chen et.al. | 2405.06590 | null |
| 2024-05-10 | Scalable Property Valuation Models via Graph-based Deep Learning | Enrique Riveros et.al. | 2405.06553 | null |
| 2024-05-10 | Heterogeneous Graph Neural Networks with Loss-decrease-aware Curriculum Learning | Yili Wang et.al. | 2405.06522 | link |
| 2024-05-10 | PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning | Jaejun Lee et.al. | 2405.06418 | null |
| 2024-05-10 | A Multi-Channel Spatial-Temporal Transformer Model for Traffic Flow Forecasting | Jianli Xiao et.al. | 2405.06266 | null |
| 2024-05-10 | Disttack: Graph Adversarial Attacks Toward Distributed GNN Training | Yuxiang Zhang et.al. | 2405.06247 | link |
| 2024-05-09 | UnSegGNet: Unsupervised Image Segmentation using Graph Neural Networks | Kovvuri Sai Gopal Reddy et.al. | 2405.06057 | link |
| 2024-05-09 | Deploying Graph Neural Networks in Wireless Networks: A Link Stability Viewpoint | Jun Li et.al. | 2405.05802 | null |
| 2024-05-09 | Link Stealing Attacks Against Inductive Graph Neural Networks | Yixin Wu et.al. | 2405.05784 | link |
| 2024-05-09 | G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning | Ruiting Dai et.al. | 2405.05616 | null |
| 2024-05-08 | DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training | Renjie Liu et.al. | 2405.05231 | null |
| 2024-05-08 | Hybrid Quantum Graph Neural Network for Molecular Property Prediction | Michael Vitz et.al. | 2405.05205 | null |
| 2024-05-08 | AI-based Dynamic Schedule Calculation in Time Sensitive Networks using GCN-TD3 | Syed Tasnimul Islam et.al. | 2405.05019 | null |
| 2024-05-08 | Dual-domain Collaborative Denoising for Social Recommendation | Wenjie Chen et.al. | 2405.04942 | null |
| 2024-05-08 | Empowering Wireless Networks with Artificial Intelligence Generated Graph | Jiacheng Wang et.al. | 2405.04907 | null |
| 2024-05-08 | Imbalanced Graph Classification with Multi-scale Oversampling Graph Neural Networks | Rongrong Ma et.al. | 2405.04903 | null |
| 2024-05-08 | A Novel Technique for Query Plan Representation Based on Graph Neural Networks | Baoming Chang et.al. | 2405.04814 | null |
| 2024-05-08 | Hypergraph-enhanced Dual Semi-supervised Graph Classification | Wei Ju et.al. | 2405.04773 | null |
| 2024-05-08 | Conditional Local Feature Encoding for Graph Neural Networks | Yongze Wang et.al. | 2405.04755 | null |
| 2024-05-07 | Exploration of Novel Neuromorphic Methodologies for Materials Applications | Derek Gobin et.al. | 2405.04478 | null |
| 2024-05-07 | A fully differentiable GNN-based PDE Solver: With Applications to Poisson and Navier-Stokes Equations | Tianyu Li et.al. | 2405.04466 | link |
| 2024-05-07 | Predicting Transonic Flowfields in Non-Homogeneous Unstructured Grids Using Autoencoder Graph Convolutional Networks | Gabriele Immordino et.al. | 2405.04396 | null |
| 2024-05-07 | Parallelized Multi-Agent Bayesian Optimization in Lava | Shay Snyder et.al. | 2405.04387 | null |
| 2024-05-07 | Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction | Zhihao Wen et.al. | 2405.04336 | null |
| 2024-05-07 | Breast Histopathology Image Retrieval by Attention-based Adversarially Regularized Variational Graph Autoencoder with Contrastive Learning-Based Feature Extraction | Nematollah Saeidi et.al. | 2405.04211 | null |
| 2024-05-07 | Acceleration Algorithms in GNNs: A Survey | Lu Ma et.al. | 2405.04114 | link |
| 2024-05-07 | Adaptive Least Mean pth Power Graph Neural Networks | Changran Peng et.al. | 2405.04111 | null |
| 2024-05-07 | Binarized Simplicial Convolutional Neural Networks | Yi Yan et.al. | 2405.04098 | null |
| 2024-05-07 | Structured Click Control in Transformer-based Interactive Segmentation | Long Xu et.al. | 2405.04009 | link |
| 2024-05-06 | AtomGPT: Atomistic Generative Pre-trained Transformer for Forward and Inverse Materials Design | Kamal Choudhary et.al. | 2405.03680 | null |
| 2024-05-06 | Generated Contents Enrichment | Mahdi Naseri et.al. | 2405.03650 | null |
| 2024-05-06 | Reinforcement Nash Equilibrium Solver | Xinrun Wang et.al. | 2405.03518 | null |
| 2024-05-06 | AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers | Wenhao Zhu et.al. | 2405.03481 | null |
| 2024-05-06 | A method for quantifying the generalization capabilities of generative models for solving Ising models | Qunlong Ma et.al. | 2405.03435 | null |
| 2024-05-06 | E2GNN: Efficient Graph Neural Network Ensembles for Semi-Supervised Classification | Xin Zhang et.al. | 2405.03401 | null |
| 2024-05-06 | Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction | Giuseppe Costantino et.al. | 2405.03320 | null |
| 2024-05-06 | Coefficient Decomposition for Spectral Graph Convolution | Feng Huang et.al. | 2405.03296 | null |
| 2024-05-07 | Automatic Assessment of Dysarthria Using Audio-visual Vowel Graph Attention Network | Xiaokang Liu et.al. | 2405.03254 | null |
| 2024-05-06 | Active Sensing for Multiuser Beam Tracking with Reconfigurable Intelligent Surface | Han Han et.al. | 2405.03129 | null |
| 2024-05-03 | CatTSunami: Accelerating Transition State Energy Calculations with Pre-trained Graph Neural Networks | Brook Wander et.al. | 2405.02078 | null |
| 2024-05-03 | Graph Neural Network based Active and Passive Beamforming for Distributed STAR-RIS-Assisted Multi-User MISO Systems | Ha An Le et.al. | 2405.01979 | null |
| 2024-05-03 | Conservative semi-lagrangian finite difference scheme for transport simulations using graph neural networks | Yongsheng Chen et.al. | 2405.01938 | null |
| 2024-05-03 | SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Network | Ziang Zhou et.al. | 2405.01927 | link |
| 2024-05-02 | EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time | Shengyao Lu et.al. | 2405.01762 | link |
| 2024-05-02 | ATNPA: A Unified View of Oversmoothing Alleviation in Graph Neural Networks | Yufei Jin et.al. | 2405.01663 | null |
| 2024-05-02 | GTX: A Transactional Graph Data System For HTAP Workloads | Libin Zhou et.al. | 2405.01448 | null |
| 2024-05-02 | The Importance of Model Inspection for Better Understanding Performance Characteristics of Graph Neural Networks | Nairouz Shehata et.al. | 2405.01270 | link |
| 2024-05-02 | MFTraj: Map-Free, Behavior-Driven Trajectory Prediction for Autonomous Driving | Haicheng Liao et.al. | 2405.01266 | null |
| 2024-05-02 | Learning-to-solve unit commitment based on few-shot physics-guided spatial-temporal graph convolution network | Mei Yang et.al. | 2405.01200 | null |
| 2024-05-02 | IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors | Shenghe Zheng et.al. | 2405.00957 | null |
| 2024-05-01 | Solving Maxwell’s equations with Non-Trainable Graph Neural Network Message Passing | Stefanos Bakirtzis et.al. | 2405.00814 | null |
| 2024-05-01 | Discovering robust biomarkers of neurological disorders from functional MRI using graph neural networks: A Review | Yi Hao Chan et.al. | 2405.00577 | null |
| 2024-05-01 | WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting | Theodoros Theodoropoulos et.al. | 2405.00570 | null |
| 2024-05-01 | A Comprehensive Survey of Dynamic Graph Neural Networks: Models, Frameworks, Benchmarks, Experiments and Challenges | ZhengZhao Feng et.al. | 2405.00476 | null |
| 2024-05-01 | Message-Passing Interatomic Potentials Learn Non-Local Electrostatic Interactions | Sungwoo Kang et.al. | 2405.00290 | null |
| 2024-04-30 | A Logic for Reasoning About Aggregate-Combine Graph Neural Networks | Pierre Nunn et.al. | 2405.00205 | null |
| 2024-04-30 | Graph Neural Network Approach to Semantic Type Detection in Tables | Ehsan Hoseinzade et.al. | 2405.00123 | link |
| 2024-04-30 | Generating Robust Counterfactual Witnesses for Graph Neural Networks | Dazhuo Qiu et.al. | 2404.19519 | null |
| 2024-04-30 | EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision | Yufeng Yang et.al. | 2404.19489 | null |
| 2024-04-30 | Bayesian Functional Connectivity and Graph Convolutional Network for Working Memory Load Classification | Harshini Gangapuram et.al. | 2404.19467 | null |
| 2024-04-30 | Cross-Block Fine-Grained Semantic Cascade for Skeleton-Based Sports Action Recognition | Zhendong Liu et.al. | 2404.19383 | null |
| 2024-04-30 | Deep Learning Forecasts Caldera Collapse Events at Kīlauea Volcano | Ian W. McBrearty et.al. | 2404.19351 | null |
| 2024-04-30 | Multi-Scale Heterogeneity-Aware Hypergraph Representation for Histopathology Whole Slide Images | Minghao Han et.al. | 2404.19334 | link |
| 2024-04-30 | Training-free Graph Neural Networks and the Power of Labels as Features | Ryoma Sato et.al. | 2404.19288 | null |
| 2024-04-30 | Quater-GCN: Enhancing 3D Human Pose Estimation with Orientation and Semi-supervised Training | Xingyu Song et.al. | 2404.19279 | null |
| 2024-04-30 | Aspect and Opinion Term Extraction Using Graph Attention Network | Abir Chakraborty et.al. | 2404.19260 | null |
| 2024-05-01 | The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 Dataset | Claudio Bellei et.al. | 2404.19109 | null |
| 2024-04-29 | Graph Convolutional Networks and Graph Attention Networks for Approximating Arguments Acceptability – Technical Report | Paul Cibier et.al. | 2404.18672 | null |
| 2024-04-28 | Multi-stage Attack Detection and Prediction Using Graph Neural Networks: An IoT Feasibility Study | Hamdi Friji et.al. | 2404.18328 | null |
| 2024-04-28 | Parameter-Efficient Tuning Large Language Models for Graph Representation Learning | Qi Zhu et.al. | 2404.18271 | null |
| 2024-04-28 | A survey of dynamic graph neural networks | Yanping Zheng et.al. | 2404.18211 | null |
| 2024-04-28 | Decidability of Graph Neural Networks via Logical Characterizations | Michael Benedikt et.al. | 2404.18151 | null |
| 2024-04-28 | Age-minimal Multicast by Graph Attention Reinforcement Learning | Yanning Zhang et.al. | 2404.18084 | null |
| 2024-04-28 | Fashion Recommendation: Outfit Compatibility using GNN | Samaksh Gulati et.al. | 2404.18040 | null |
| 2024-04-27 | Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks | Yassine Abbahaddou et.al. | 2404.17947 | link |
| 2024-04-27 | Noisy Node Classification by Bi-level Optimization based Multi-teacher Distillation | Yujing Liu et.al. | 2404.17875 | null |
| 2024-04-27 | Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum | Tao Meng et.al. | 2404.17862 | null |
| 2024-04-26 | MaPa: Text-driven Photorealistic Material Painting for 3D Shapes | Shangzhan Zhang et.al. | 2404.17569 | null |
| 2024-04-26 | Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks | Duna Zhan et.al. | 2404.17511 | null |
| 2024-04-26 | Similarity Equivariant Graph Neural Networks for Homogenization of Metamaterials | Fleur Hendriks et.al. | 2404.17365 | null |
| 2024-04-26 | FairGT: A Fairness-aware Graph Transformer | Renqiang Luo et.al. | 2404.17169 | link |
| 2024-04-26 | DPGAN: A Dual-Path Generative Adversarial Network for Missing Data Imputation in Graphs | Xindi Zheng et.al. | 2404.17164 | null |
| 2024-04-26 | Sub-6GHz Assisted mmWave Hybrid Beamforming with Heterogeneous Graph Neural Network | Zhaohui Huang et.al. | 2404.17138 | null |
| 2024-04-26 | Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND | Qiyu Kang et.al. | 2404.17099 | link |
| 2024-04-25 | Transductive Spiking Graph Neural Networks for Loihi | Shay Snyder et.al. | 2404.17048 | null |
| 2024-04-25 | HEroBM: a deep equivariant graph neural network for universal backmapping from coarse-grained to all-atom representations | Daniele Angioletti et.al. | 2404.16911 | null |
| 2024-04-25 | Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer | Jianyu Zheng et.al. | 2404.16627 | link |
| 2024-04-25 | Global Concept Explanations for Graphs by Contrastive Learning | Jonas Teufel et.al. | 2404.16532 | link |
| 2024-04-25 | Guarding Graph Neural Networks for Unsupervised Graph Anomaly Detection | Yuanchen Bei et.al. | 2404.16366 | null |
| 2024-04-25 | Feature graph construction with static features for malware detection | Binghui Zou et.al. | 2404.16362 | null |
| 2024-04-24 | Improving Multi-label Recognition using Class Co-Occurrence Probabilities | Samyak Rawlekar et.al. | 2404.16193 | null |
| 2024-04-24 | 3D Human Pose Estimation with Occlusions: Introducing BlendMimic3D Dataset and GCN Refinement | Filipa Lino et.al. | 2404.16136 | null |
| 2024-04-24 | Power Failure Cascade Prediction using Graph Neural Networks | Sathwik Chadaga et.al. | 2404.16134 | link |
| 2024-04-26 | A General Black-box Adversarial Attack on Graph-based Fake News Detectors | Peican Zhu et.al. | 2404.15744 | null |
| 2024-04-24 | Gradformer: Graph Transformer with Exponential Decay | Chuang Liu et.al. | 2404.15729 | link |
| 2024-04-25 | HDBN: A Novel Hybrid Dual-branch Network for Robust Skeleton-based Action Recognition | Jinfu Liu et.al. | 2404.15719 | link |
| 2024-04-24 | FR-NAS: Forward-and-Reverse Graph Predictor for Efficient Neural Architecture Search | Haoming Zhang et.al. | 2404.15622 | link |
| 2024-04-24 | DyGCL: Dynamic Graph Contrastive Learning For Event Prediction | Muhammed Ifte Khairul Islam et.al. | 2404.15612 | null |
| 2024-04-23 | NeuraChip: Accelerating GNN Computations with a Hash-based Decoupled Spatial Accelerator | Kaustubh Shivdikar et.al. | 2404.15510 | null |
| 2024-04-23 | NMBEnet: Efficient Near-field mmWave Beam Training for Multiuser OFDM Systems Using Sub-6 GHz Pilots | Wang Liu et.al. | 2404.15469 | null |
| 2024-04-23 | PHLP: Sole Persistent Homology for Link Prediction – Interpretable Feature Extraction | Junwon You et.al. | 2404.15225 | null |
| 2024-04-23 | Formal Verification of Graph Convolutional Networks with Uncertain Node Features and Uncertain Graph Structure | Tobias Ladner et.al. | 2404.15065 | null |
| 2024-04-24 | Leverage Variational Graph Representation For Model Poisoning on Federated Learning | Kai Li et.al. | 2404.15042 | link |
| 2024-04-23 | Deep Multi-View Channel-Wise Spatio-Temporal Network for Traffic Flow Prediction | Hao Miao et.al. | 2404.15034 | null |
| 2024-04-23 | Digital Twin of Industrial Networked Control System based on Value of Information | Van-Phuc Bui et.al. | 2404.14960 | null |
| 2024-04-23 | Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks | Zhe Zhao et.al. | 2404.14941 | null |
| 2024-04-23 | Graph Machine Learning in the Era of Large Language Models (LLMs) | Wenqi Fan et.al. | 2404.14928 | null |
| 2024-04-23 | CNN2GNN: How to Bridge CNN with GNN | Ziheng Jiao et.al. | 2404.14822 | null |
| 2024-04-23 | Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graphs | Ruitong Liu et.al. | 2404.14719 | null |
| 2024-04-23 | Deep Overlapping Community Search via Subspace Embedding | Qing Sima et.al. | 2404.14692 | null |
| 2024-04-22 | FedTAD: Topology-aware Data-free Knowledge Distillation for Subgraph Federated Learning | Yinlin Zhu et.al. | 2404.14061 | null |
| 2024-04-22 | Liquid-Graph Time-Constant Network for Multi-Agent Systems Control | Antonio Marino et.al. | 2404.13982 | null |
| 2024-04-21 | SPGNN: Recognizing Salient Subgraph Patterns via Enhanced Graph Convolution and Pooling | Zehao Dong et.al. | 2404.13655 | null |
| 2024-04-21 | CKGConv: General Graph Convolution with Continuous Kernels | Liheng Ma et.al. | 2404.13604 | link |
| 2024-04-21 | Unsupervised Social Bot Detection via Structural Information Theory | Hao Peng et.al. | 2404.13595 | null |
| 2024-04-21 | Test-Time Training on Graphs with Large Language Models (LLMs) | Jiaxin Zhang et.al. | 2404.13571 | null |
| 2024-04-21 | Graph4GUI: Graph Neural Networks for Representing Graphical User Interfaces | Yue Jiang et.al. | 2404.13521 | null |
| 2024-04-21 | Authentic Emotion Mapping: Benchmarking Facial Expressions in Real News | Qixuan Zhang et.al. | 2404.13493 | null |
| 2024-04-20 | Social Force Embedded Mixed Graph Convolutional Network for Multi-class Trajectory Prediction | Quancheng Du et.al. | 2404.13378 | null |
| 2024-04-20 | GRANOLA: Adaptive Normalization for Graph Neural Networks | Moshe Eliasof et.al. | 2404.13344 | null |
| 2024-04-19 | Graph Learning Dual Graph Convolutional Network For Semi-Supervised Node Classification With Subgraph Sketch | Zibin Huang et.al. | 2404.12724 | null |
| 2024-04-19 | A Clean-graph Backdoor Attack against Graph Convolutional Networks with Poisoned Label Only | Jiazhu Dai et.al. | 2404.12704 | null |
| 2024-04-19 | Grasper: A Generalist Pursuer for Pursuit-Evasion Problems | Pengdeng Li et.al. | 2404.12626 | link |
| 2024-04-19 | Multi-View Subgraph Neural Networks: Self-Supervised Learning with Scarce Labeled Data | Zhenzhong Wang et.al. | 2404.12569 | null |
| 2024-04-18 | Improving the interpretability of GNN predictions through conformal-based graph sparsification | Pablo Sanchez-Martin et.al. | 2404.12356 | link |
| 2024-04-18 | Graph Neural Networks for Wireless Networks: Graph Representation, Architecture and Evaluation | Yang Lu et.al. | 2404.11858 | null |
| 2024-04-17 | End-to-End Mesh Optimization of a Hybrid Deep Learning Black-Box PDE Solver | Shaocong Ma et.al. | 2404.11766 | null |
| 2024-04-17 | On the Scalability of GNNs for Molecular Graphs | Maciej Sypetkowski et.al. | 2404.11568 | null |
| 2024-04-17 | Disentangled Cascaded Graph Convolution Networks for Multi-Behavior Recommendation | Zhiyong Cheng et.al. | 2404.11519 | link |
| 2024-04-17 | Tensor Factorisation for Polypharmacy Side Effect Prediction | Oliver Lloyd et.al. | 2404.11374 | null |
| 2024-04-17 | RiboDiffusion: Tertiary Structure-based RNA Inverse Folding with Generative Diffusion Models | Han Huang et.al. | 2404.11199 | link |
| 2024-04-17 | EEG_GLT-Net: Optimising EEG Graphs for Real-time Motor Imagery Signals Classification | Htoo Wai Aung et.al. | 2404.11075 | null |
| 2024-04-17 | You do not have to train Graph Neural Networks at all on text-attributed graphs | Kaiwen Dong et.al. | 2404.11019 | null |
| 2024-04-17 | Graph Continual Learning with Debiased Lossless Memory Replay | Chaoxi Niu et.al. | 2404.10984 | null |
| 2024-04-16 | Interpolation and differentiation of alchemical degrees of freedom in machine learning interatomic potentials | Juno Nam et.al. | 2404.10746 | link |
| 2024-04-16 | A Sentiment Analysis of Medical Text Based on Deep Learning | Yinan Chen et.al. | 2404.10503 | null |
| 2024-04-16 | Graph Neural Networks for Protein-Protein Interactions - A Short Survey | Mingda Xu et.al. | 2404.10450 | null |
| 2024-04-16 | AGHINT: Attribute-Guided Representation Learning on Heterogeneous Information Networks with Transformer | Jinhui Yuan et.al. | 2404.10443 | null |
| 2024-04-16 | Physical formula enhanced multi-task learning for pharmacokinetics prediction | Ruifeng Li et.al. | 2404.10354 | null |
| 2024-04-16 | Rethinking the Graph Polynomial Filter via Positive and Negative Coupling Analysis | Haodong Wen et.al. | 2404.10353 | null |
| 2024-04-16 | Graph neural network-based surrogate modelling for real-time hydraulic prediction of urban drainage networks | Zhiyu Zhang et.al. | 2404.10324 | link |
| 2024-04-16 | Cluster-based Graph Collaborative Filtering | Fan Liu et.al. | 2404.10321 | link |
| 2024-04-16 | PreGSU-A Generalized Traffic Scene Understanding Model for Autonomous Driving based on Pre-trained Graph Attention Network | Yuning Wang et.al. | 2404.10263 | null |
| 2024-04-16 | Two-Stage Stance Labeling: User-Hashtag Heuristics with Graph Neural Networks | Joshua Melton et.al. | 2404.10228 | null |
| 2024-04-15 | A Review and Efficient Implementation of Scene Graph Generation Metrics | Julian Lorenz et.al. | 2404.09616 | null |
| 2024-04-15 | Enhancing Code Vulnerability Detection via Vulnerability-Preserving Data Augmentation | Shangqing Liu et.al. | 2404.09599 | null |
| 2024-04-15 | GNNavigator: Towards Adaptive Training of Graph Neural Networks via Automatic Guideline Exploration | Tong Qiao et.al. | 2404.09544 | null |
| 2024-04-15 | Hyperbolic Heterogeneous Graph Attention Networks | Jongmin Park et.al. | 2404.09456 | null |
| 2024-04-14 | Hierarchical Attention Models for Multi-Relational Graphs | Roshni G. Iyer et.al. | 2404.09365 | null |
| 2024-04-14 | DEGNN: Dual Experts Graph Neural Network Handling Both Edge and Node Feature Noise | Tai Hasegawa et.al. | 2404.09207 | link |
| 2024-04-12 | Phase transitions of correlated systems from graph neural networks with quantum embedding techniques | Rishi Rao et.al. | 2404.08782 | null |
| 2024-04-12 | Learning-Based Joint Antenna Selection and Precoding Design for Cell-Free MIMO Networks | Liangzhi Wang et.al. | 2404.08607 | null |
| 2024-04-12 | Relational Prompt-based Pre-trained Language Models for Social Event Detection | Pu Li et.al. | 2404.08263 | null |
| 2024-04-11 | Physics-Enhanced Graph Neural Networks For Soft Sensing in Industrial Internet of Things | Keivan Faghih Niresi et.al. | 2404.08061 | null |
| 2024-04-11 | Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis | Zeyu Zhang et.al. | 2404.08023 | null |
| 2024-04-11 | VeTraSS: Vehicle Trajectory Similarity Search Through Graph Modeling and Representation Learning | Ming Cheng et.al. | 2404.08021 | null |
| 2024-04-11 | AUG: A New Dataset and An Efficient Model for Aerial Image Urban Scene Graph Generation | Yansheng Li et.al. | 2404.07788 | null |
| 2024-04-11 | Simba: Mamba augmented U-ShiftGCN for Skeletal Action Recognition in Videos | Soumyabrata Chaudhuri et.al. | 2404.07645 | null |
| 2024-04-11 | GNN-based Probabilistic Supply and Inventory Predictions in Supply Chain Networks | Hyung-il Ahn et.al. | 2404.07523 | null |
| 2024-04-11 | Generative Probabilistic Planning for Optimizing Supply Chain Networks | Hyung-il Ahn et.al. | 2404.07511 | null |
| 2024-04-11 | Characterizing the Influence of Topology on Graph Learning Tasks | Kailong Wu et.al. | 2404.07493 | null |
| 2024-04-11 | Graph Attention Network for Lane-Wise and Topology-Invariant Intersection Traffic Simulation | Nooshin Yousefzadeh et.al. | 2404.07446 | null |
| 2024-04-10 | Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention | Suleyman Ozdel et.al. | 2404.07347 | null |
| 2024-04-10 | VN-EGNN: E(3)-Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification | Florian Sestak et.al. | 2404.07194 | link |
| 2024-04-10 | GCV-Turbo: End-to-end Acceleration of GNN-based Computer Vision Tasks on FPGA | Bingyi Zhang et.al. | 2404.07188 | null |
| 2024-04-10 | Machine learning-based similarity measure to forecast M&A from patent data | Giambattista Albora et.al. | 2404.07179 | link |
| 2024-04-10 | Fast System Technology Co-Optimization Framework for Emerging Technology Based on Graph Neural Networks | Tianliang Ma et.al. | 2404.06939 | null |
| 2024-04-10 | GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism | Shuzhou Yuan et.al. | 2404.06911 | null |
| 2024-04-10 | NFARec: A Negative Feedback-Aware Recommender Model | Xinfeng Wang et.al. | 2404.06900 | link |
| 2024-04-10 | CaDRec: Contextualized and Debiased Recommender Model | Xinfeng Wang et.al. | 2404.06895 | link |
| 2024-04-10 | Forecasting the Future with Future Technologies: Advancements in Large Meteorological Models | Hailong Shu et.al. | 2404.06668 | null |
| 2024-04-09 | Quantum Graph Optimization Algorithm | Yuhan Huang et.al. | 2404.06434 | null |
| 2024-04-09 | Large Language Models to the Rescue: Deadlock Resolution in Multi-Robot Systems | Kunal Garg et.al. | 2404.06413 | null |
| 2024-04-09 | Oracle-Net for nonlinear compressed sensing in Electrical Impedance Tomography reconstruction problems | Damiana Lazzaro et.al. | 2404.06342 | null |
| 2024-04-09 | Message Passing Variational Autoregressive Network for Solving Intractable Ising Models | Qunlong Ma et.al. | 2404.06225 | null |
| 2024-04-09 | scCDCG: Efficient Deep Structural Clustering for single-cell RNA-seq via Deep Cut-informed Graph Embedding | Ping Xu et.al. | 2404.06167 | link |
| 2024-04-09 | Fair Graph Neural Network with Supervised Contrastive Regularization | Mahdi Tavassoli Kejani et.al. | 2404.06090 | null |
| 2024-04-09 | Object Dynamics Modeling with Hierarchical Point Cloud-based Representations | Chanho Kim et.al. | 2404.06044 | null |
| 2024-04-09 | Commute with Community: Enhancing Shared Travel through Social Networks | Tian Siyuan et.al. | 2404.05987 | null |
| 2024-04-09 | Wasserstein Dependent Graph Attention Network for Collaborative Filtering with Uncertainty | Haoxuan Li et.al. | 2404.05962 | null |
| 2024-04-08 | Rapid and Precise Topological Comparison with Merge Tree Neural Networks | Yu Qin et.al. | 2404.05879 | null |
| 2024-04-08 | Graph Neural Networks Automated Design and Deployment on Device-Edge Co-Inference Systems | Ao Zhou et.al. | 2404.05605 | null |
| 2024-04-08 | Technical Report: The Graph Spectral Token – Enhancing Graph Transformers with Spectral Information | Zihan Pengmei et.al. | 2404.05604 | link |
| 2024-04-08 | Back to the Future: GNN-based NO $_2$ Forecasting via Future Covariates | Antonio Giganti et.al. | 2404.05324 | null |
| 2024-04-08 | HOEG: A New Approach for Object-Centric Predictive Process Monitoring | Tim K. Smit et.al. | 2404.05316 | link |
| 2024-04-07 | Temporal Generalization Estimation in Evolving Graphs | Bin Lu et.al. | 2404.04969 | null |
| 2024-04-07 | Optimizing Information Propagation for Blockchain-empowered Mobile AIGC: A Graph Attention Network Approach | Jiana Liao et.al. | 2404.04937 | null |
| 2024-04-07 | Graph Neural Network Meets Multi-Agent Reinforcement Learning: Fundamentals, Applications, and Future Directions | Ziheng Liu et.al. | 2404.04898 | null |
| 2024-04-07 | Graph Neural Networks for Binary Programming | Moshe Eliasof et.al. | 2404.04874 | null |
| 2024-04-07 | GDR-HGNN: A Heterogeneous Graph Neural Networks Accelerator Frontend with Graph Decoupling and Recoupling | Runzhen Xue et.al. | 2404.04792 | null |
| 2024-04-06 | Interpretable Multimodal Learning for Cardiovascular Hemodynamics Assessment | Prasun C Tripathi et.al. | 2404.04718 | link |
| 2024-04-05 | Superior Genetic Algorithms for the Target Set Selection Problem Based on Power-Law Parameter Choices and Simple Greedy Heuristics | Benjamin Doerr et.al. | 2404.04018 | link |
| 2024-04-04 | Free Energy Calculations using Smooth Basin Classification | Sander Vandenhaute et.al. | 2404.03777 | null |
| 2024-04-04 | Generalization Bounds for Message Passing Networks on Mixture of Graphons | Sohir Maskey et.al. | 2404.03473 | null |
| 2024-04-04 | On the Theoretical Expressive Power and the Design Space of Higher-Order Graph Transformers | Cai Zhou et.al. | 2404.03380 | null |
| 2024-04-04 | Graph Neural Networks for Electric and Hydraulic Data Fusion to Enhance Short-term Forecasting of Pumped-storage Hydroelectricity | Raffael Theiler et.al. | 2404.03368 | null |
| 2024-04-04 | Enhancing the Performance of Aspect-Based Sentiment Analysis Systems | Chen Li et.al. | 2404.03259 | null |
| 2024-04-04 | Decentralized Learning Strategies for Estimation Error Minimization with Graph Neural Networks | Xingran Chen et.al. | 2404.03227 | null |
| 2024-04-04 | Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks | Arjun Subramonian et.al. | 2404.03139 | link |
| 2024-04-03 | First-order PDES for Graph Neural Networks: Advection And Burgers Equation Models | Yifan Qu et.al. | 2404.03081 | null |
| 2024-04-03 | GeoT: Tensor Centric Library for Graph Neural Network via Efficient Segment Reduction on GPU | Zhongming Yu et.al. | 2404.03019 | link |
| 2024-04-03 | Generative-Contrastive Heterogeneous Graph Neural Network | Yu Wang et.al. | 2404.02810 | null |
| 2024-04-03 | Multi-Scale Spatial-Temporal Self-Attention Graph Convolutional Networks for Skeleton-based Action Recognition | Ikuo Nakamura et.al. | 2404.02624 | null |
| 2024-04-03 | Weakly-Supervised 3D Scene Graph Generation via Visual-Linguistic Assisted Pseudo-labeling | Xu Wang et.al. | 2404.02527 | null |
| 2024-04-03 | A neuroergonomics model to evaluating nuclear power plants operators’ performance under heat stress driven by ECG time-frequency spectrums and fNIRS prefrontal cortex network: a CNN-GAT fusion model | Yan Zhang et.al. | 2404.02439 | null |
| 2024-04-02 | Unmasking Correlations in Nuclear Cross Sections with Graph Neural Networks | Sinjini Mitra et.al. | 2404.02332 | null |
| 2024-04-02 | Virtual Sensor for Real-Time Bearing Load Prediction Using Heterogeneous Temporal Graph Neural Networks | Mengjie Zhao et.al. | 2404.02304 | null |
| 2024-04-02 | CATGNN: Cost-Efficient and Scalable Distributed Training for Graph Neural Networks | Xin Huang et.al. | 2404.02300 | null |
| 2024-04-02 | Multi-Level Label Correction by Distilling Proximate Patterns for Semi-supervised Semantic Segmentation | Hui Xiao et.al. | 2404.02065 | null |
| 2024-04-02 | DSGNN: A Dual-View Supergrid-Aware Graph Neural Network for Regional Air Quality Estimation | Xin Zhang et.al. | 2404.01975 | null |
| 2024-04-02 | Continuous Spiking Graph Neural Networks | Nan Yin et.al. | 2404.01897 | null |
| 2024-04-02 | Sentence-level Media Bias Analysis with Event Relation Graph | Yuanyuan Lei et.al. | 2404.01722 | null |
| 2024-04-02 | HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multitask Learning | Rong Han et.al. | 2404.01693 | null |
| 2024-04-01 | Incorporating Domain Differential Equations into Graph Convolutional Networks to Lower Generalization Discrepancy | Yue Sun et.al. | 2404.01217 | null |
| 2024-04-01 | Machine Learning in High Energy Physics: A review of heavy-flavor jet tagging at the LHC | Spandan Mondal et.al. | 2404.01071 | null |
| 2024-04-01 | S2RC-GCN: A Spatial-Spectral Reliable Contrastive Graph Convolutional Network for Complex Land Cover Classification Using Hyperspectral Images | Renxiang Guan et.al. | 2404.00964 | null |
| 2024-04-01 | Equivariant Local Reference Frames for Unsupervised Non-rigid Point Cloud Shape Correspondence | Ling Wang et.al. | 2404.00959 | null |
| 2024-03-31 | PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning | Weihua Hu et.al. | 2404.00776 | link |
| 2024-03-29 | Relation Rectification in Diffusion Model | Yinwei Wu et.al. | 2403.20249 | null |
| 2024-03-29 | Graph Neural Aggregation-diffusion with Metastability | Kaiyuan Cui et.al. | 2403.20221 | null |
| 2024-03-29 | On Size and Hardness Generalization in Unsupervised Learning for the Travelling Salesman Problem | Yimeng Min et.al. | 2403.20212 | null |
| 2024-03-29 | Na Vacancy Driven Phase Transformation and Fast Ion Conduction in W-doped Na $_3$SbS$_4$ from Machine Learning Force Fields | Johan Klarbring et.al. | 2403.20138 | null |
| 2024-03-29 | KGUF: Simple Knowledge-aware Graph-based Recommender with User-based Semantic Features Filtering | Salvatore Bufi et.al. | 2403.20095 | link |
| 2024-03-29 | Beyond the Known: Novel Class Discovery for Open-world Graph Learning | Yucheng Jin et.al. | 2403.19907 | null |
| 2024-03-28 | A Review of Graph Neural Networks in Epidemic Modeling | Zewen Liu et.al. | 2403.19852 | null |
| 2024-03-28 | Gegenbauer Graph Neural Networks for Time-varying Signal Reconstruction | Jhon A. Castro-Correa et.al. | 2403.19800 | link |
| 2024-03-28 | SG-PGM: Partial Graph Matching Network with Semantic Geometric Fusion for 3D Scene Graph Alignment and Its Downstream Tasks | Yaxu Xie et.al. | 2403.19474 | link |
| 2024-03-28 | Exploiting Individual Graph Structures to Enhance Ecological Momentary Assessment (EMA) Forecasting | Mandani Ntekouli et.al. | 2403.19442 | null |
| 2024-03-28 | Graph Neural Networks for Treatment Effect Prediction | George Panagopoulos et.al. | 2403.19289 | null |
| 2024-03-28 | MPXGAT: An Attention based Deep Learning Model for Multiplex Graphs Embedding | Marco Bongiovanni et.al. | 2403.19246 | link |
| 2024-03-28 | Topological Cycle Graph Attention Network for Brain Functional Connectivity | Jinghan Huang et.al. | 2403.19149 | null |
| 2024-03-28 | Tiny Graph Neural Networks for Radio Resource Management | Ahmad Ghasemi et.al. | 2403.19143 | null |
| 2024-03-28 | FluxGAT: Integrating Flux Sampling with Graph Neural Networks for Unbiased Gene Essentiality Classification | Kieren Sharma et.al. | 2403.18666 | link |
| 2024-03-27 | Physics-Informed Graph Neural Networks for Water Distribution Systems | Inaam Ashraf et.al. | 2403.18570 | link |
| 2024-03-28 | Lightweight Embeddings for Graph Collaborative Filtering | Xurong Liang et.al. | 2403.18479 | link |
| 2024-03-27 | The Topos of Transformer Networks | Mattia Jacopo Villani et.al. | 2403.18415 | null |
| 2024-03-27 | Deciphering Chemical Ordering in High Entropy Materials: A Machine Learning-Accelerated High-throughput Cluster Expansion Approach | Guillermo Vazquez et.al. | 2403.18298 | null |
| 2024-03-27 | GeNet: A Graph Neural Network-based Anti-noise Task-Oriented Semantic Communication Paradigm | Chunhang Zheng et.al. | 2403.18296 | null |
| 2024-03-26 | HERTA: A High-Efficiency and Rigorous Training Algorithm for Unfolded Graph Neural Networks | Yongyi Yang et.al. | 2403.18142 | null |
| 2024-03-26 | Securing GNNs: Explanation-Based Identification of Backdoored Training Graphs | Jane Downer et.al. | 2403.18136 | null |
| 2024-03-26 | Integrative Graph-Transformer Framework for Histopathology Whole Slide Image Representation and Classification | Zhan Shi et.al. | 2403.18134 | null |
| 2024-03-26 | HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks | Fahmida Liza Piya et.al. | 2403.18128 | null |
| 2024-03-26 | CANOS: A Fast and Scalable Neural AC-OPF Solver Robust To N-1 Perturbations | Luis Piloto et.al. | 2403.17660 | null |
| 2024-03-26 | Intrinsic Subgraph Generation for Interpretable Graph based Visual Question Answering | Pascal Tilli et.al. | 2403.17647 | link |
| 2024-03-26 | Equipping Sketch Patches with Context-Aware Positional Encoding for Graphic Sketch Representation | Sicong Zang et.al. | 2403.17525 | null |
| 2024-03-26 | EL-MLFFs: Ensemble Learning of Machine Leaning Force Fields | Bangchen Yin et.al. | 2403.17507 | null |
| 2024-03-26 | Variational Graph Auto-Encoder Based Inductive Learning Method for Semi-Supervised Classification | Hanxuan Yang et.al. | 2403.17500 | null |
| 2024-03-26 | AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations | Wei Wu et.al. | 2403.17416 | null |
| 2024-03-26 | Explainable Graph Neural Networks for Observation Impact Analysis in Atmospheric State Estimation | Hyeon-Ju Jeon et.al. | 2403.17384 | null |
| 2024-03-26 | Learn from Heterophily: Heterophilous Information-enhanced Graph Neural Network | Yilun Zheng et.al. | 2403.17351 | null |
| 2024-03-25 | Manufacturing Service Capability Prediction with Graph Neural Networks | Yunqing Li et.al. | 2403.17239 | null |
| 2024-03-25 | AnimateMe: 4D Facial Expressions via Diffusion Models | Dimitrios Gerogiannis et.al. | 2403.17213 | null |
| 2024-03-25 | Graph Augmentation for Recommendation | Qianru Zhang et.al. | 2403.16656 | link |
| 2024-03-25 | LSTTN: A Long-Short Term Transformer-based Spatio-temporal Neural Network for Traffic Flow Forecasting | Qinyao Luo et.al. | 2403.16495 | null |
| 2024-03-25 | RadioGAT: A Joint Model-based and Data-driven Framework for Multi-band Radiomap Reconstruction via Graph Attention Networks | Xiaojie Li et.al. | 2403.16397 | null |
| 2024-03-25 | ChebMixer: Efficient Graph Representation Learning with MLP Mixer | Xiaoyan Kui et.al. | 2403.16358 | null |
| 2024-03-24 | Rumor Detection with a novel graph neural network approach | Tianrui Liu et.al. | 2403.16206 | null |
| 2024-03-24 | A Survey on Self-Supervised Pre-Training of Graph Foundation Models: A Knowledge-Based Perspective | Ziwen Zhao et.al. | 2403.16137 | link |
| 2024-03-24 | SSHPool: The Separated Subgraph-based Hierarchical Pooling | Zhuo Xu et.al. | 2403.16133 | null |
| 2024-03-24 | Segment Anything Model for Road Network Graph Extraction | Congrui Hetang et.al. | 2403.16051 | link |
| 2024-03-24 | Enhancing Demand Prediction in Open Systems by Cartogram-aided Deep Learning | Sangjoon Park et.al. | 2403.16049 | null |
| 2024-03-24 | Node Classification via Semantic-Structural Attention-Enhanced Graph Convolutional Networks | Hongyin Zhu et.al. | 2403.16033 | null |
| 2024-03-22 | Cascading Blackout Severity Prediction with Statistically-Augmented Graph Neural Networks | Joe Gorka et.al. | 2403.15363 | null |
| 2024-03-22 | Benchmarking of machine learning interatomic potentials for reactive hydrogen dynamics at metal surfaces | Wojciech G. Stark et.al. | 2403.15334 | null |
| 2024-03-22 | Graph neural network coarse-grain force field for the molecular crystal RDX | Brian H. Lee et.al. | 2403.15266 | null |
| 2024-03-22 | Hierarchical Information Enhancement Network for Cascade Prediction in Social Networks | Fanrui Zhang et.al. | 2403.15257 | null |
| 2024-03-22 | Multi-perspective Memory Enhanced Network for Identifying Key Nodes in Social Networks | Qiang Zhang et.al. | 2403.15235 | null |
| 2024-03-22 | GTAGCN: Generalized Topology Adaptive Graph Convolutional Networks | Sukhdeep Singh et.al. | 2403.15077 | null |
| 2024-03-22 | Bilateral Unsymmetrical Graph Contrastive Learning for Recommendation | Jiaheng Yu et.al. | 2403.15075 | null |
| 2024-03-22 | Integrating multiscale topology in digital pathology with pyramidal graph convolutional networks | Victor Ibañez et.al. | 2403.15068 | null |
| 2024-03-22 | Simple Graph Condensation | Zhenbang Xiao et.al. | 2403.14951 | null |
| 2024-03-21 | iSpLib: A Library for Accelerating Graph Neural Networks using Auto-tuned Sparse Operations | Md Saidul Hoque Anik et.al. | 2403.14853 | null |
| 2024-03-21 | Knowledge-Enhanced Recommendation with User-Centric Subgraph Network | Guangyi Liu et.al. | 2403.14377 | link |
| 2024-03-21 | Exploring Task Unification in Graph Representation Learning via Generative Approach | Yulan Hu et.al. | 2403.14340 | null |
| 2024-03-20 | EcoSense: Energy-Efficient Intelligent Sensing for In-Shore Ship Detection through Edge-Cloud Collaboration | Wenjun Huang et.al. | 2403.14027 | null |
| 2024-03-20 | Data-Driven Modeling of Dislocation Mobility from Atomistics using Physics-Informed Machine Learning | Yifeng Tian et.al. | 2403.14015 | null |
| 2024-03-20 | Considerations in the use of ML interaction potentials for free energy calculations | Orlando A. Mendible et.al. | 2403.13952 | link |
| 2024-03-20 | Graph Neural Network for Crawling Target Nodes in Social Networks | Kirill Lukyanov et.al. | 2403.13865 | null |
| 2024-03-20 | Sparse Implementation of Versatile Graph-Informed Layers | Francesco Della Santa et.al. | 2403.13781 | null |
| 2024-03-20 | T-Pixel2Mesh: Combining Global and Local Transformer for 3D Mesh Generation from a Single Image | Shijie Zhang et.al. | 2403.13663 | null |
| 2024-03-20 | Unifews: Unified Entry-Wise Sparsification for Efficient Graph Neural Network | Ningyi Liao et.al. | 2403.13268 | null |
| 2024-03-20 | A Comparative Study of Machine Learning Models Predicting Energetics of Interacting Defects | Hao Yu et.al. | 2403.13243 | null |
| 2024-03-20 | Graph Attention Network-based Block Propagation with Optimal AoI and Reputation in Web 3.0 | Jiana Liao et.al. | 2403.13237 | null |
| 2024-03-20 | Nellie: Automated organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy | Austin E. Y. T. Lefebvre et.al. | 2403.13214 | link |
| 2024-03-19 | Improving tracking algorithms with machine learning: a case for line-segment tracking at the High Luminosity LHC | Jonathan Guiang et.al. | 2403.13166 | null |
| 2024-03-19 | Graph Neural Network-based Multi-agent Reinforcement Learning for Resilient Distributed Coordination of Multi-Robot Systems | Anthony Goeckner et.al. | 2403.13093 | null |
| 2024-03-19 | Compositional 3D Scene Synthesis with Scene Graph Guided Layout-Shape Generation | Yao Wei et.al. | 2403.12848 | null |
| 2024-03-19 | FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer | Dongyeong Hwang et.al. | 2403.12821 | link |
| 2024-03-19 | Confidence Self-Calibration for Multi-Label Class-Incremental Learning | Kaile Du et.al. | 2403.12559 | null |
| 2024-03-19 | Contextualized Messages Boost Graph Representations | Brian Godwin Lim et.al. | 2403.12529 | link |
| 2024-03-19 | Dynamic Spatial-Temporal Aggregation for Skeleton-Aware Sign Language Recognition | Lianyu Hu et.al. | 2403.12519 | link |
| 2024-03-19 | FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization | Cheng Yang et.al. | 2403.12474 | null |
| 2024-03-19 | STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Model | Lincan Li et.al. | 2403.12418 | null |
| 2024-03-18 | Molecular dynamics simulation with finite electric fields using Perturbed Neural Network Potentials | Kit Joll et.al. | 2403.12319 | null |
| 2024-03-18 | Molecular Classification Using Hyperdimensional Graph Classification | Pere Verges et.al. | 2403.12307 | null |
| 2024-03-18 | Graph Neural Networks for Learning Equivariant Representations of Neural Networks | Miltiadis Kofinas et.al. | 2403.12143 | link |
| 2024-03-18 | Dual-Channel Multiplex Graph Neural Networks for Recommendation | Xiang Li et.al. | 2403.11624 | null |
| 2024-03-18 | Graph Partial Label Learning with Potential Cause Discovering | Hang Gao et.al. | 2403.11449 | null |
| 2024-03-18 | Layer-diverse Negative Sampling for Graph Neural Networks | Wei Duan et.al. | 2403.11408 | null |
| 2024-03-17 | DynamicGlue: Epipolar and Time-Informed Data Association in Dynamic Environments using Graph Neural Networks | Theresa Huber et.al. | 2403.11370 | null |
| 2024-03-17 | Phonon predictions with E(3)-equivariant graph neural networks | Shiang Fang et.al. | 2403.11347 | null |
| 2024-03-17 | Graph Neural Network based Double Machine Learning Estimator of Network Causal Effects | Seyedeh Baharan Khatami et.al. | 2403.11332 | null |
| 2024-03-17 | Multi-Relational Graph Neural Network for Out-of-Domain Link Prediction | Asma Sattar et.al. | 2403.11292 | null |
| 2024-03-17 | Jointly Optimizing Terahertz based Sensing and Communications in Vehicular Networks: A Dynamic Graph Neural Network Approach | Xuefei Li et.al. | 2403.11102 | null |
| 2024-03-17 | Incorporating Higher-order Structural Information for Graph Clustering | Qiankun Li et.al. | 2403.11087 | null |
| 2024-03-16 | Forward Learning of Graph Neural Networks | Namyong Park et.al. | 2403.11004 | link |
| 2024-03-14 | SkateFormer: Skeletal-Temporal Transformer for Human Action Recognition | Jeonghyeok Do et.al. | 2403.09508 | null |
| 2024-03-14 | Code Revert Prediction with Graph Neural Networks: A Case Study at J.P. Morgan Chase | Yulong Pei et.al. | 2403.09507 | null |
| 2024-03-14 | DF4LCZ: A SAM-Empowered Data Fusion Framework for Scene-Level Local Climate Zone Classification | Qianqian Wu et.al. | 2403.09367 | null |
| 2024-03-14 | Rumor Mitigation in Social Media Platforms with Deep Reinforcement Learning | Hongyuan Su et.al. | 2403.09217 | null |
| 2024-03-14 | MetroGNN: Metro Network Expansion with Reinforcement Learning | Hongyuan Su et.al. | 2403.09197 | null |
| 2024-03-14 | SHAN: Object-Level Privacy Detection via Inference on Scene Heterogeneous Graph | Zhuohang Jiang et.al. | 2403.09172 | null |
| 2024-03-14 | ADEdgeDrop: Adversarial Edge Dropping for Robust Graph Neural Networks | Zhaoliang Chen et.al. | 2403.09171 | null |
| 2024-03-14 | Graph-Based DDoS Attack Detection in IoT Systems with Lossy Network | Arvin Hekmati et.al. | 2403.09118 | null |
| 2024-03-14 | Spatial-temporal Memories Enhanced Graph Autoencoder for Anomaly Detection in Dynamic Graphs | Jie Liu et.al. | 2403.09039 | null |
| 2024-03-13 | scVGAE: A Novel Approach using ZINB-Based Variational Graph Autoencoder for Single-Cell RNA-Seq Imputation | Yoshitaka Inoue et.al. | 2403.08959 | link |
| 2024-03-13 | Link Prediction for Social Networks using Representation Learning and Heuristic-based Features | Samarth Khanna et.al. | 2403.08613 | null |
| 2024-03-13 | Reproducibility and Geometric Intrinsic Dimensionality: An Investigation on Graph Neural Network Research | Tobias Hille et.al. | 2403.08438 | null |
| 2024-03-13 | Causal Graph Neural Networks for Wildfire Danger Prediction | Shan Zhao et.al. | 2403.08414 | null |
| 2024-03-13 | Fast Inference of Removal-Based Node Influence | Weikai Li et.al. | 2403.08333 | link |
| 2024-03-13 | BG-HGNN: Toward Scalable and Efficient Heterogeneous Graph Neural Network | Junwei Su et.al. | 2403.08207 | null |
| 2024-03-12 | Optimizing Polynomial Graph Filters: A Novel Adaptive Krylov Subspace Approach | Keke Huang et.al. | 2403.07954 | null |
| 2024-03-12 | Iterative Graph Neural Network Enhancement via Frequent Subgraph Mining of Explanations | Harish G. Naik et.al. | 2403.07849 | null |
| 2024-03-12 | OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular Data Repositories | Christos Koutras et.al. | 2403.07653 | null |
| 2024-03-12 | Towards Graph Foundation Models for Personalization | Andreas Damianou et.al. | 2403.07478 | null |
| 2024-03-12 | One for All and All for One: GNN-based Control-Flow Attestation for Embedded Devices | Marco Chilese et.al. | 2403.07465 | null |
| 2024-03-12 | Graph Unlearning with Efficient Partial Retraining | Jiahao Zhang et.al. | 2403.07353 | null |
| 2024-03-12 | Graph Data Condensation via Self-expressive Graph Structure Reconstruction | Zhanyu Liu et.al. | 2403.07294 | null |
| 2024-03-11 | Uncertainty in Graph Neural Networks: A Survey | Fangxin Wang et.al. | 2403.07185 | null |
| 2024-03-11 | All in One: Multi-Task Prompting for Graph Neural Networks (Extended Abstract) | Xiangguo Sun et.al. | 2403.07040 | null |
| 2024-03-11 | Are Targeted Messages More Effective? | Martin Grohe et.al. | 2403.06817 | null |
| 2024-03-11 | Advancing Graph Neural Networks with HL-HGAT: A Hodge-Laplacian and Attention Mechanism Approach for Heterogeneous Graph-Structured Data | Jinghan Huang et.al. | 2403.06687 | null |
| 2024-03-11 | Graph Neural Network with Two Uplift Estimators for Label-Scarcity Individual Uplift Modeling | Dingyuan Zhu et.al. | 2403.06489 | null |
| 2024-03-11 | Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning | Daixin Wang et.al. | 2403.06482 | null |
| 2024-03-11 | Ensemble Quadratic Assignment Network for Graph Matching | Haoru Tan et.al. | 2403.06457 | null |
| 2024-03-11 | Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain | Jungwon Choi et.al. | 2403.06432 | null |
| 2024-03-11 | A Differential Geometric View and Explainability of GNN on Evolving Graphs | Yazheng Liu et.al. | 2403.06425 | null |
| 2024-03-10 | Cooperative Classification and Rationalization for Graph Generalization | Linan Yue et.al. | 2403.06239 | null |
| 2024-03-10 | Local Vertex Colouring Graph Neural Networks | Shouheng Li et.al. | 2403.06080 | link |
| 2024-03-10 | Generalization of Graph Neural Networks through the Lens of Homomorphism | Shouheng Li et.al. | 2403.06079 | null |
| 2024-03-08 | Advances of Deep Learning in Protein Science: A Comprehensive Survey | Bozhen Hu et.al. | 2403.05314 | null |
| 2024-03-08 | Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks | Marco De Nadai et.al. | 2403.05185 | null |
| 2024-03-08 | BjTT: A Large-scale Multimodal Dataset for Traffic Prediction | Chengyang Zhang et.al. | 2403.05029 | link |
| 2024-03-08 | Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts | Zeyang Zhang et.al. | 2403.05026 | null |
| 2024-03-08 | Jet Discrimination with Quantum Complete Graph Neural Network | Yi-An Chen et.al. | 2403.04990 | null |
| 2024-03-08 | Node Centrality Approximation For Large Networks Based On Inductive Graph Neural Networks | Yiwei Zou et.al. | 2403.04977 | null |
| 2024-03-08 | C2P-GCN: Cell-to-Patch Graph Convolutional Network for Colorectal Cancer Grading | Sudipta Paul et.al. | 2403.04962 | null |
| 2024-03-07 | BloomGML: Graph Machine Learning through the Lens of Bilevel Optimization | Amber Yijia Zheng et.al. | 2403.04763 | null |
| 2024-03-07 | GNN-VPA: A Variance-Preserving Aggregation Strategy for Graph Neural Networks | Lisa Schneckenreiter et.al. | 2403.04747 | link |
| 2024-03-07 | Entropy Aware Message Passing in Graph Neural Networks | Philipp Nazari et.al. | 2403.04636 | null |
| 2024-03-07 | In-n-Out: Calibrating Graph Neural Networks for Link Prediction | Erik Nascimento et.al. | 2403.04605 | null |
| 2024-03-07 | Uncertainty-Aware Relational Graph Neural Network for Few-Shot Knowledge Graph Completion | Qian Li et.al. | 2403.04521 | null |
| 2024-03-07 | Improving Matrix Completion by Exploiting Rating Ordinality in Graph Neural Networks | Jaehyun Lee et.al. | 2403.04504 | null |
| 2024-03-07 | On the Topology Awareness and Generalization Performance of Graph Neural Networks | Junwei Su et.al. | 2403.04482 | null |
| 2024-03-07 | A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges | Wei Ju et.al. | 2403.04468 | null |
| 2024-03-07 | DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives | Leilei Ding et.al. | 2403.04287 | null |
| 2024-03-07 | Improving link prediction accuracy of network embedding algorithms via rich node attribute information | Weiwei Gu et.al. | 2403.04282 | null |
| 2024-03-06 | Graph neural network outputs are almost surely asymptotically constant | Sam Adam-Day et.al. | 2403.03880 | link |
| 2024-03-06 | Predicting the Temperature Dependence of Surfactant CMCs Using Graph Neural Networks | Christoforos Brozos et.al. | 2403.03767 | null |
| 2024-03-06 | Intent-aware Recommendation via Disentangled Graph Contrastive Learning | Yuling Wang et.al. | 2403.03714 | null |
| 2024-03-06 | Simplified PCNet with Robustness | Bingheng Li et.al. | 2403.03676 | null |
| 2024-03-06 | Provable Filter for Real-world Graph Clustering | Xuanting Xie et.al. | 2403.03666 | null |
| 2024-03-06 | K-Link: Knowledge-Link Graph from LLMs for Enhanced Representation Learning in Multivariate Time-Series Data | Yucheng Wang et.al. | 2403.03645 | null |
| 2024-03-06 | Learning Invariant Representations of Graph Neural Networks via Cluster Generalization | Donglin Xia et.al. | 2403.03599 | link |
| 2024-03-06 | LDSF: Lightweight Dual-Stream Framework for SAR Target Recognition by Coupling Local Electromagnetic Scattering Features and Global Visual Features | Xuying Xiong et.al. | 2403.03527 | null |
| 2024-03-06 | IB-Net: Initial Branch Network for Variable Decision in Boolean Satisfiability | Tsz Ho Chan et.al. | 2403.03517 | null |
| 2024-03-06 | A Teacher-Free Graph Knowledge Distillation Framework with Dual Self-Distillation | Lirong Wu et.al. | 2403.03483 | null |
| 2024-03-05 | Semi-Supervised Graph Representation Learning with Human-centric Explanation for Predicting Fatty Liver Disease | So Yeon Kim et.al. | 2403.02786 | null |
| 2024-03-05 | Rehabilitation Exercise Quality Assessment through Supervised Contrastive Learning with Hard and Soft Negatives | Mark Karlov et.al. | 2403.02772 | null |
| 2024-03-05 | Minimum Topology Attacks for Graph Neural Networks | Mengmei Zhang et.al. | 2403.02723 | null |
| 2024-03-04 | MPI Errors Detection using GNN Embedding and Vector Embedding over LLVM IR | Jad El Karchi et.al. | 2403.02518 | null |
| 2024-03-04 | Better Schedules for Low Precision Training of Deep Neural Networks | Cameron R. Wolfe et.al. | 2403.02243 | null |
| 2024-03-04 | TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models | Yilong Ren et.al. | 2403.02221 | null |
| 2024-03-04 | Mitigating Label Noise on Graph via Topological Sample Selection | Yuhao Wu et.al. | 2403.01942 | null |
| 2024-03-04 | RCoCo: Contrastive Collective Link Prediction across Multiplex Network in Riemannian Space | Li Sun et.al. | 2403.01864 | null |
| 2024-03-04 | MaliGNNoma: GNN-Based Malicious Circuit Classifier for Secure Cloud FPGAs | Lilas Alrahis et.al. | 2403.01860 | null |
| 2024-03-04 | Graph neural network for in-network placement of real-time metaverse tasks in next-generation network | Sulaiman Muhammad Rashid et.al. | 2403.01780 | null |
| 2024-03-02 | Less is More: Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits | Chenhui Deng et.al. | 2403.01317 | null |
| 2024-03-02 | Polynormer: Polynomial-Expressive Graph Transformer in Linear Time | Chenhui Deng et.al. | 2403.01232 | link |
| 2024-03-02 | COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting | Wei Ju et.al. | 2403.01091 | null |
| 2024-03-02 | Teaching MLP More Graph Information: A Three-stage Multitask Knowledge Distillation Framework | Junxian Li et.al. | 2403.01079 | null |
| 2024-03-02 | FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis | Songhua Yang et.al. | 2403.01063 | link |
| 2024-03-01 | An Interpretable Ensemble of Graph and Language Models for Improving Search Relevance in E-Commerce | Nurendra Choudhary et.al. | 2403.00923 | null |
| 2024-03-01 | PowerFlowMultiNet: Multigraph Neural Networks for Unbalanced Three-Phase Distribution Systems | Salah Ghamizi et.al. | 2403.00892 | null |
| 2024-03-01 | Subhomogeneous Deep Equilibrium Models | Pietro Sittoni et.al. | 2403.00720 | null |
| 2024-03-04 | Toward Autonomous Cooperation in Heterogeneous Nanosatellite Constellations Using Dynamic Graph Neural Networks | Guillem Casadesus-Vila et.al. | 2403.00692 | null |
| 2024-03-01 | Graph Theory and GNNs to Unravel the Topographical Organization of Brain Lesions in Variants of Alzheimer’s Disease Progression | Leopold Hebert-Stevens et.al. | 2403.00636 | null |
| 2024-02-29 | MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation | Jinfeng Xu et.al. | 2402.19407 | link |
| 2024-02-29 | Arrow Matrix Decomposition: A Novel Approach for Communication-Efficient Sparse Matrix Multiplication | Lukas Gianinazzi et.al. | 2402.19364 | link |
| 2024-02-29 | DiffAssemble: A Unified Graph-Diffusion Model for 2D and 3D Reassembly | Gianluca Scarpellini et.al. | 2402.19302 | link |
| 2024-03-01 | KGAMC: A Novel Knowledge Graph Driven Automatic Modulation Classification Scheme | Yike Li et.al. | 2402.19188 | null |
| 2024-02-29 | Machine learning-enabled exploration of mesoscale architectures in amphiphilic-molecule self-assembly | Takeo Sudo et.al. | 2402.19019 | null |
| 2024-02-29 | Always be Pre-Training: Representation Learning for Network Intrusion Detection with GNNs | Zhengyao Gu et.al. | 2402.18986 | null |
| 2024-02-29 | Graph Generation via Spectral Diffusion | Giorgia Minello et.al. | 2402.18974 | null |
| 2024-02-29 | Benchmarking phonon anharmonicity in machine learning interatomic potentials | Sasaank Bandi et.al. | 2402.18891 | null |
| 2024-02-29 | Loss-aware Curriculum Learning for Heterogeneous Graph Neural Networks | Zhen Hao Wong et.al. | 2402.18875 | link |
| 2024-02-28 | GNSS Positioning using Cost Function Regulated Multilateration and Graph Neural Networks | Amir Jalalirad et.al. | 2402.18630 | null |
| 2024-02-28 | Graph Regularized Encoder Training for Extreme Classification | Anshul Mittal et.al. | 2402.18434 | null |
| 2024-02-28 | Universal neural network potentials as descriptors: Towards scalable chemical property prediction using quantum and classical computers | Tomoya Shiota et.al. | 2402.18433 | null |
| 2024-02-28 | CafkNet: GNN-Empowered Forward Kinematic Modeling for Cable-Driven Parallel Robots | Zeqing Zhang et.al. | 2402.18420 | null |
| 2024-02-28 | Recursive GNNs for Learning Precoding Policies with Size-Generalizability | Jia Guo et.al. | 2402.18332 | null |
| 2024-02-28 | A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames | Hongshen Xu et.al. | 2402.18258 | link |
| 2024-02-28 | Reinforcement Learning and Graph Neural Networks for Probabilistic Risk Assessment | Joachim Grimstad et.al. | 2402.18246 | null |
| 2024-02-28 | Challenges in Pre-Training Graph Neural Networks for Context-Based Fake News Detection: An Evaluation of Current Strategies and Resource Limitations | Gregor Donabauer et.al. | 2402.18179 | null |
| 2024-02-28 | Hierarchical Multi-Relational Graph Representation Learning for Large-Scale Prediction of Drug-Drug Interactions | Mengying Jiang et.al. | 2402.18127 | link |
| 2024-02-27 | Using Graph Neural Networks to Predict Local Culture | Thiago H Silva et.al. | 2402.17905 | null |
| 2024-02-27 | Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem | Cong Zhang et.al. | 2402.17606 | null |
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