Graph Neural Networks - 2025-12
Graph Neural Networks - 2025-12
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-12-31 | In context learning Foundation models for Materials Property Prediction with Small datasets | Qinyang Li et.al. | 2601.00133 | translate | read | null |
| 2025-12-31 | Universal Adaptive Constraint Propagation: Scaling Structured Inference for Large Language Models via Meta-Reinforcement Learning | Ibne Farabi Shihab et.al. | 2601.00095 | translate | read | null |
| 2025-12-31 | IMBWatch – a Spatio-Temporal Graph Neural Network approach to detect Illicit Massage Business | Swetha Varadarajan et.al. | 2601.00075 | translate | read | null |
| 2025-12-31 | Melting curve of correlated iron at Earth’s core conditions from machine-learned DFT+DMFT | Rishi Rao et.al. | 2512.25061 | translate | read | null |
| 2025-12-31 | Frequent subgraph-based persistent homology for graph classification | Xinyang Chen et.al. | 2512.24917 | translate | read | null |
| 2025-12-31 | Spectral Graph Neural Networks for Cognitive Task Classification in fMRI Connectomes | Debasis Maji et.al. | 2512.24901 | translate | read | null |
| 2025-12-31 | HeteroHBA: A Generative Structure-Manipulating Backdoor Attack on Heterogeneous Graphs | Honglin Gao et.al. | 2512.24665 | translate | read | null |
| 2025-12-31 | A Scalable Framework for logP Prediction: From Terabyte-Scale Data Integration to Interpretable Ensemble Modeling | Malikussaid et.al. | 2512.24643 | translate | read | null |
| 2025-12-31 | A Graph Neural Network with Auxiliary Task Learning for Missing PMU Data Reconstruction | Bo Li et.al. | 2512.24542 | translate | read | null |
| 2025-12-30 | Networked Markets, Fragmented Data: Adaptive Graph Learning for Customer Risk Analytics and Policy Design | Lecheng Zheng et.al. | 2512.24487 | translate | read | null |
| 2025-12-30 | DRL-TH: Jointly Utilizing Temporal Graph Attention and Hierarchical Fusion for UGV Navigation in Crowded Environments | Ruitong Li et.al. | 2512.24284 | translate | read | null |
| 2025-12-30 | Physics-informed Graph Neural Networks for Operational Flood Modeling | Carlo Malapad Acosta et.al. | 2512.23964 | translate | read | null |
| 2025-12-29 | Quantum Error Mitigation with Attention Graph Transformers for Burgers Equation Solvers on NISQ Hardware | Seyed Mohamad Ali Tousi et.al. | 2512.23817 | translate | read | null |
| 2025-12-29 | A Survey on Graph Neural Networks for Fraud Detection in Ride Hailing Platforms | Kanishka Hewageegana et.al. | 2512.23777 | translate | read | null |
| 2025-12-29 | Information is localized in growing network models | Till Hoffmann et.al. | 2512.23622 | translate | read | null |
| 2025-12-29 | The Gaining Paths to Investment Success: Information-Driven LLM Graph Reasoning for Venture Capital Prediction | Haoyu Pei et.al. | 2512.23489 | translate | read | null |
| 2025-12-29 | Universal and Experiment-calibrated Prediction of XANES through Crystal Graph Neural Network and Transfer Learning Strategy | Zichang Lin et.al. | 2512.23449 | translate | read | null |
| 2025-12-29 | Task-driven Heterophilic Graph Structure Learning | Ayushman Raghuvanshi et.al. | 2512.23406 | translate | read | null |
| 2025-12-29 | Domain matters: Towards domain-informed evaluation for link prediction | Yilin Bi et.al. | 2512.23371 | translate | read | null |
| 2025-12-29 | Graph Neural Networks with Transformer Fusion of Brain Connectivity Dynamics and Tabular Data for Forecasting Future Tobacco Use | Runzhi Zhou et.al. | 2512.23137 | translate | read | null |
| 2025-12-28 | Debugging Tabular Log as Dynamic Graphs | Chumeng Liang et.al. | 2512.22903 | translate | read | null |
| 2025-12-28 | GRExplainer: A Universal Explanation Method for Temporal Graph Neural Networks | Xuyan Li et.al. | 2512.22772 | translate | read | null |
| 2025-12-27 | Instance Communication System for Intelligent Connected Vehicles: Bridging the Gap from Semantic to Instance-Level Transmission | Daiqi Zhang et.al. | 2512.22693 | translate | read | null |
| 2025-12-27 | PTalker: Personalized Speech-Driven 3D Talking Head Animation via Style Disentanglement and Modality Alignment | Bin Wang et.al. | 2512.22602 | translate | read | null |
| 2025-12-27 | Toward Real-World IoT Security: Concept Drift-Resilient IoT Botnet Detection via Latent Space Representation Learning and Alignment | Hassan Wasswa et.al. | 2512.22488 | translate | read | null |
| 2025-12-27 | SuperiorGAT: Graph Attention Networks for Sparse LiDAR Point Cloud Reconstruction in Autonomous Systems | Khalfalla Awedat et.al. | 2512.22439 | translate | read | null |
| 2025-12-26 | BLISS: Bandit Layer Importance Sampling Strategy for Efficient Training of Graph Neural Networks | Omar Alsaqa et.al. | 2512.22388 | translate | read | null |
| 2025-12-25 | Multi-Head Spectral-Adaptive Graph Anomaly Detection | Qingyue Cao et.al. | 2512.22291 | translate | read | null |
| 2025-12-24 | INSIGHT: Spatially resolved survival modelling from routine histology crosslinked with molecular profiling reveals prognostic epithelial-immune axes in stage II/III colorectal cancer | Piotr Keller et.al. | 2512.22262 | translate | read | null |
| 2025-12-24 | Graph Attention-based Adaptive Transfer Learning for Link Prediction | Huashen Lu et.al. | 2512.22252 | translate | read | null |
| 2025-12-24 | Interpretable Perturbation Modeling Through Biomedical Knowledge Graphs | Pascal Passigan et.al. | 2512.22251 | translate | read | null |
| 2025-12-22 | Interpretable and Adaptive Node Classification on Heterophilic Graphs via Combinatorial Scoring and Hybrid Learning | Soroush Vahidi et.al. | 2512.22221 | translate | read | null |
| 2025-12-22 | Signal-SGN++: Topology-Enhanced Time-Frequency Spiking Graph Network for Skeleton-Based Action Recognition | Naichuan Zheng et.al. | 2512.22214 | translate | read | null |
| 2025-12-26 | HWL-HIN: A Hypergraph-Level Hypergraph Isomorphism Network as Powerful as the Hypergraph Weisfeiler-Lehman Test with Application to Higher-Order Network Robustness | Chengyu Tian et.al. | 2512.22014 | translate | read | null |
| 2025-12-26 | Patch as Node: Human-Centric Graph Representation Learning for Multimodal Action Recognition | Zeyu Liang et.al. | 2512.21916 | translate | read | null |
| 2025-12-26 | Knowledge Reasoning of Large Language Models Integrating Graph-Structured Information for Pest and Disease Control in Tobacco | Siyu Li et.al. | 2512.21837 | translate | read | null |
| 2025-12-26 | Toward Generalizable Surrogate Models for Molecular Dynamics via Graph Neural Networks | Judah Immanuel et.al. | 2512.21822 | translate | read | null |
| 2025-12-24 | ALETHEIA: Combating Social Media Influence Campaigns with Graph Neural Networks | Mohammad Hammas Saeed et.al. | 2512.21391 | translate | read | null |
| 2025-12-24 | SENTINEL: A Multi-Modal Early Detection Framework for Emerging Cyber Threats using Telegram | Mohammad Hammas Saeed et.al. | 2512.21380 | translate | read | null |
| 2025-12-24 | A Community-Enhanced Graph Representation Model for Link Prediction | Lei Wang et.al. | 2512.21166 | translate | read | null |
| 2025-12-24 | Semantic Refinement with LLMs for Graph Representations | Safal Thapaliya et.al. | 2512.21106 | translate | read | null |
| 2025-12-24 | A Multi-fidelity Double-Delta Wing Dataset and Empirical Scaling Laws for GNN-based Aerodynamic Field Surrogate | Yiren Shen et.al. | 2512.20941 | translate | read | null |
| 2025-12-24 | Towards a General Framework for Predicting and Explaining the Hardness of Graph-based Combinatorial Optimization Problems using Machine Learning and Association Rule Mining | Bharat Sharman et.al. | 2512.20915 | translate | read | null |
| 2025-12-23 | GraphFire-X: Physics-Informed Graph Attention Networks and Structural Gradient Boosting for Building-Scale Wildfire Preparedness at the Wildland-Urban Interface | Miguel Esparza et.al. | 2512.20813 | translate | read | null |
| 2025-12-23 | Symbolic regression for defect interactions in 2D materials | Mikhail Lazarev et.al. | 2512.20785 | translate | read | null |
| 2025-12-18 | Graph Neural Networks for Source Detection: A Review and Benchmark Study | Martin Sterchi et.al. | 2512.20657 | translate | read | null |
| 2025-12-23 | SirenPose: Dynamic Scene Reconstruction via Geometric Supervision | Kaitong Cai et.al. | 2512.20531 | translate | read | null |
| 2025-12-23 | Modeling Bank Systemic Risk of Emerging Markets under Geopolitical Shocks: Empirical Evidence from BRICS Countries | Haibo Wang et.al. | 2512.20515 | translate | read | null |
| 2025-12-23 | A Novel Graph-Sequence Learning Model for Inductive Text Classification | Zuo Wang et.al. | 2512.20097 | translate | read | null |
| 2025-12-23 | Jensen-Shannon Divergence Message-Passing for Rich-Text Graph Representation Learning | Zuo Wang et.al. | 2512.20094 | translate | read | null |
| 2025-12-23 | Spatio-Temporal Graphs Beyond Grids: Benchmark for Maritime Anomaly Detection | Jeehong Kim et.al. | 2512.20086 | translate | read | null |
| 2025-12-23 | QE-Catalytic: A Graph-Language Multimodal Base Model for Relaxed-Energy Prediction in Catalytic Adsorption | Yanjie Li et.al. | 2512.20084 | translate | read | null |
| 2025-12-23 | MAPI-GNN: Multi-Activation Plane Interaction Graph Neural Network for Multimodal Medical Diagnosis | Ziwei Qin et.al. | 2512.20026 | translate | read | null |
| 2025-12-23 | A hybrid global local computational framework for ship hull structural analysis using homogenized model and graph neural network | Yuecheng Cai et.al. | 2512.20020 | translate | read | null |
| 2025-12-23 | IoT-based Android Malware Detection Using Graph Neural Network With Adversarial Defense | Rahul Yumlembam et.al. | 2512.20004 | translate | read | null |
| 2025-12-23 | Spatio-Temporal Graph Neural Networks for Dairy Farm Sustainability Forecasting and Counterfactual Policy Analysis | Surya Jayakumar et.al. | 2512.19970 | translate | read | null |
| 2025-12-21 | Learning to Design City-scale Transit Routes | Bibek Poudel et.al. | 2512.19767 | translate | read | null |
| 2025-12-16 | Composition-agnostic prediction of self-assembly in multicomponent amphiphile mixtures from molecular structure | Yuuki Ishiwatari et.al. | 2512.19724 | translate | read | null |
| 2025-12-22 | Learning Continuous Solvent Effects from Transient Flow Data: A Graph Neural Network Benchmark on Catechol Rearrangement | Hongsheng Xing et.al. | 2512.19530 | translate | read | null |
| 2025-12-22 | Kolmogorov-Arnold Graph Neural Networks Applied to Inorganic Nanomaterials Dataset | Nikita Volzhin et.al. | 2512.19494 | translate | read | null |
| 2025-12-22 | Learning General Policies with Policy Gradient Methods | Simon Ståhlberg et.al. | 2512.19366 | translate | read | null |
| 2025-12-22 | A Logical View of GNN-Style Computation and the Role of Activation Functions | Pablo Barceló et.al. | 2512.19332 | translate | read | null |
| 2025-12-22 | From Pixels to Predicates Structuring urban perception with scene graphs | Yunlong Liu et.al. | 2512.19221 | translate | read | null |
| 2025-12-22 | Photonic Spiking Graph Neural Network for Energy-Efficient Structured Data Processing | Wanting Yu et.al. | 2512.19182 | translate | read | null |
| 2025-12-21 | Text2Graph VPR: A Text-to-Graph Expert System for Explainable Place Recognition in Changing Environments | Saeideh Yousefzadeh et.al. | 2512.18613 | translate | read | null |
| 2025-12-20 | Scaling up Stability: Reinforcement Learning for Distributed Control of Networked Systems in the Space of Stabilizing Policies | John Cao et.al. | 2512.18540 | translate | read | null |
| 2025-12-20 | Feature-Enhanced Graph Neural Networks for Classification of Synthetic Graph Generative Models: A Benchmarking Study | Janek Dyer et.al. | 2512.18524 | translate | read | null |
| 2025-12-20 | Insider Threat Detection Using GCN and Bi-LSTM with Explicit and Implicit Graph Representations | Rahul Yumlembam et.al. | 2512.18483 | translate | read | null |
| 2025-12-20 | APC-GNN++: An Adaptive Patient-Centric GNN with Context-Aware Attention and Mini-Graph Explainability for Diabetes Classification | Khaled Berkani et.al. | 2512.18473 | translate | read | null |
| 2025-12-20 | A Distributed Hierarchical Spatio-Temporal Edge-Enhanced Graph Neural Network for City-Scale Dynamic Logistics Routing | Zihan Han et.al. | 2512.18441 | translate | read | null |
| 2025-12-20 | Through the PRISm: Importance-Aware Scene Graphs for Image Retrieval | Dimitrios Georgoulopoulos et.al. | 2512.18407 | translate | read | null |
| 2025-12-20 | AL-GNN: Privacy-Preserving and Replay-Free Continual Graph Learning via Analytic Learning | Xuling Zhang et.al. | 2512.18295 | translate | read | null |
| 2025-12-20 | AutoSchA: Automatic Hierarchical Music Representations via Multi-Relational Node Isolation | Stephen Ni-Hahn et.al. | 2512.18232 | translate | read | null |
| 2025-12-20 | Toward Efficient Testing of Graph Neural Networks via Test Input Prioritization | Lichen Yang et.al. | 2512.18228 | translate | read | null |
| 2025-12-20 | PROVEX: Enhancing SOC Analyst Trust with Explainable Provenance-Based IDS | Devang Dhanuka et.al. | 2512.18199 | translate | read | null |
| 2025-12-20 | FairExpand: Individual Fairness on Graphs with Partial Similarity Information | Rebecca Salganik et.al. | 2512.18180 | translate | read | null |
| 2025-12-20 | On Swarm Leader Identification using Probing Policies | Stergios E. Bachoumas et.al. | 2512.18146 | translate | read | null |
| 2025-12-11 | Risk-Aware Financial Forecasting Enhanced by Machine Learning and Intuitionistic Fuzzy Multi-Criteria Decision-Making | Safiye Turgay et.al. | 2512.17936 | translate | read | null |
| 2025-12-19 | Can You Hear Me Now? A Benchmark for Long-Range Graph Propagation | Luca Miglior et.al. | 2512.17762 | translate | read | null |
| 2025-12-19 | Spatially-informed transformers: Injecting geostatistical covariance biases into self-attention for spatio-temporal forecasting | Yuri Calleo et.al. | 2512.17696 | translate | read | null |
| 2025-12-19 | A lightweight Spatial-Temporal Graph Neural Network for Long-term Time Series Forecasting | Henok Tenaw Moges et.al. | 2512.17453 | translate | read | null |
| 2025-12-19 | Adaptive Graph Pruning with Sudden-Events Evaluation for Traffic Prediction using Online Semi-Decentralized ST-GNNs | Ivan Kralj et.al. | 2512.17352 | translate | read | null |
| 2025-12-19 | From Priors to Predictions: Explaining and Visualizing Human Reasoning in a Graph Neural Network Framework | Quan Do et.al. | 2512.17255 | translate | read | null |
| 2025-12-18 | DiffeoMorph: Learning to Morph 3D Shapes Using Differentiable Agent-Based Simulations | Seong Ho Pahng et.al. | 2512.17129 | translate | read | null |
| 2025-12-18 | Dirichlet Meets Horvitz and Thompson: Estimating Homophily in Large Networks via Sampling | Hamed Ajorlou et.al. | 2512.17084 | translate | read | null |
| 2025-12-18 | Deep learning directed synthesis of fluid ferroelectric materials | Charles Parton-Barr et.al. | 2512.16671 | translate | read | null |
| 2025-12-18 | Microsoft Academic Graph Information Retrieval for Research Recommendation and Assistance | Shikshya Shiwakoti et.al. | 2512.16661 | translate | read | null |
| 2025-12-18 | Riemannian Stochastic Interpolants for Amorphous Particle Systems | Louis Grenioux et.al. | 2512.16607 | translate | read | null |
| 2025-12-18 | GFLAN: Generative Functional Layouts | Mohamed Abouagour et.al. | 2512.16275 | translate | read | null |
| 2025-12-18 | Sharpness-aware Federated Graph Learning | Ruiyu Li et.al. | 2512.16247 | translate | read | null |
| 2025-12-18 | Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models | Xueqi Ma et.al. | 2512.16244 | translate | read | 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 | translate | read | 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 | translate | read | 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 | translate | read | null |
| 2025-12-18 | SegGraph: Leveraging Graphs of SAM Segments for Few-Shot 3D Part Segmentation | Yueyang Hu et.al. | 2512.16143 | translate | read | null |
| 2025-12-18 | Graph Neural Networks for Interferometer Simulations | Sidharth Kannan et.al. | 2512.16051 | translate | read | null |
| 2025-12-12 | Bridging Data and Physics: A Graph Neural Network-Based Hybrid Twin Framework | M. Gorpinich et.al. | 2512.15767 | translate | read | 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 | translate | read | null |
| 2025-12-17 | Photonics-Enhanced Graph Convolutional Networks | Yuan Wang et.al. | 2512.15549 | translate | read | null |
| 2025-12-17 | Graph Contextual Reinforcement Learning for Efficient Directed Controller Synthesis | Toshihide Ubukata et.al. | 2512.15295 | translate | read | null |
| 2025-12-17 | Accelerating High-Throughput Catalyst Screening by Direct Generation of Equilibrium Adsorption Structures | Songze Huo et.al. | 2512.15228 | translate | read | null |
| 2025-12-17 | RELIC-GNN: Efficient State Registers Identification with Graph Neural Network for Reverse Engineering | Weitao Pan et.al. | 2512.15037 | translate | read | null |
| 2025-12-16 | ATLAS: Adaptive Topology-based Learning at Scale for Homophilic and Heterophilic Graphs | Turja Kundu et.al. | 2512.14908 | translate | read | null |
| 2025-12-16 | A Roadmap for Applying Graph Neural Networks to Numerical Data: Insights from Cementitious Materials | Mahmuda Sharmin et.al. | 2512.14855 | translate | read | null |
| 2025-12-09 | Generative Urban Flow Modeling: From Geometry to Airflow with Graph Diffusion | Francisco Giral et.al. | 2512.14725 | translate | read | null |
| 2025-12-16 | A Graph-Based Forensic Framework for Inferring Hardware Noise of Cloud Quantum Backend | Subrata Das et.al. | 2512.14541 | translate | read | null |
| 2025-12-16 | Dual-Axis RCCL: Representation-Complete Convergent Learning for Organic Chemical Space | Dejun Hu et.al. | 2512.14418 | translate | read | null |
| 2025-12-16 | Beyond MMD: Evaluating Graph Generative Models with Geometric Deep Learning | Salvatore Romano et.al. | 2512.14241 | translate | read | null |
| 2025-12-16 | Graph Signal Denoising Using Regularization by Denoising and Its Parameter Estimation | Hayate Kojima et.al. | 2512.14213 | translate | read | null |
| 2025-12-16 | ProtoFlow: Interpretable and Robust Surgical Workflow Modeling with Learned Dynamic Scene Graph Prototypes | Felix Holm et.al. | 2512.14092 | translate | read | null |
| 2025-12-16 | Multivariate Time Series Forecasting with Hybrid Euclidean-SPD Manifold Graph Neural Networks | Yong Fang et.al. | 2512.14023 | translate | read | null |
| 2025-12-15 | A Complete Guide to Spherical Equivariant Graph Transformers | Sophia Tang et.al. | 2512.13927 | translate | read | null |
| 2025-12-15 | Topologically-Stabilized Graph Neural Networks: Empirical Robustness Across Domains | Jelena Losic et.al. | 2512.13852 | translate | read | 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 | translate | read | 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 | translate | read | 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 | translate | read | null |
| 2025-12-15 | LightTopoGAT: Enhancing Graph Attention Networks with Topological Features for Efficient Graph Classification | Ankit Sharma et.al. | 2512.13617 | translate | read | 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 | translate | read | null |
| 2025-12-14 | OPAL: Operator-Programmed Algorithms for Landscape-Aware Black-Box Optimization | Junbo Jacob Lian et.al. | 2512.12809 | translate | read | null |
| 2025-12-14 | Modeling Authorial Style in Urdu Novels Using Character Interaction Graphs and Graph Neural Networks | Hassan Mujtaba et.al. | 2512.12654 | translate | read | null |
| 2025-12-14 | Torch Geometric Pool: the Pytorch library for pooling in Graph Neural Networks | Filippo Maria Bianchi et.al. | 2512.12642 | translate | read | 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 | translate | read | null |
| 2025-12-13 | Advancing Cache-Based Few-Shot Classification via Patch-Driven Relational Gated Graph Attention | Tasweer Ahmad et.al. | 2512.12498 | translate | read | null |
| 2025-12-13 | GoMS: Graph of Molecule Substructure Network for Molecule Property Prediction | Shuhui Qu et.al. | 2512.12489 | translate | read | null |
| 2025-12-13 | A Graph Attention Network-Based Framework for Reconstructing Missing LiDAR Beams | Khalfalla Awedat et.al. | 2512.12410 | translate | read | 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 | translate | read | 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 | translate | read | null |
| 2025-12-13 | High-Dimensional Tensor Discriminant Analysis: Low-Rank Discriminant Structure, Representation Synergy, and Theoretical Guarantees | Elynn Chen et.al. | 2512.12122 | translate | read | 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 | translate | read | null |
| 2025-12-12 | Context-Aware Agentic Power Resources Optimisation in EV using Smart2ChargeApp | Muddsair Sharif et.al. | 2512.12048 | translate | read | null |
| 2025-12-12 | Accelerating Sparse Matrix-Matrix Multiplication on GPUs with Processing Near HBMs | Shiju Li et.al. | 2512.12036 | translate | read | null |
| 2025-12-12 | Exploring Spatial-Temporal Representation via Star Graph for mmWave Radar-based Human Activity Recognition | Senhao Gao et.al. | 2512.12013 | translate | read | 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 | translate | read | null |
| 2025-12-10 | CLARGA: Multimodal Graph Representation Learning over Arbitrary Sets of Modalities | Santosh Patapati et.al. | 2512.11901 | translate | read | null |
| 2025-12-05 | An Operator-Consistent Graph Neural Network for Learning Diffusion Dynamics on Irregular Meshes | Yuelian Li et.al. | 2512.11860 | translate | read | null |
| 2025-12-05 | GCoDE: Efficient Device-Edge Co-Inference for GNNs via Architecture-Mapping Co-Search | Ao Zhou et.al. | 2512.11856 | translate | read | null |
| 2025-12-04 | Exploring Topological Bias in Heterogeneous Graph Neural Networks | Yihan Zhang et.al. | 2512.11846 | translate | read | null |
| 2025-12-12 | Transfer learning of GW-Bethe-Salpeter Equation excitation energies | Dario Baum et.al. | 2512.11596 | translate | read | null |
| 2025-12-12 | Graph Embedding with Mel-spectrograms for Underwater Acoustic Target Recognition | Sheng Feng et.al. | 2512.11545 | translate | read | null |
| 2025-12-12 | CAT: Can Trust be Predicted with Context-Awareness in Dynamic Heterogeneous Networks? | Jie Wang et.al. | 2512.11352 | translate | read | null |
| 2025-12-12 | Condensation-Concatenation Framework for Dynamic Graph Continual Learning | Tingxu Yan et.al. | 2512.11317 | translate | read | null |
| 2025-12-12 | Personalized Pricing in Social Networks with Individual and Group Fairness Considerations | Zeyu Chen et.al. | 2512.11252 | translate | read | 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 | translate | read | null |
| 2025-12-11 | Physics-Informed Learning of Microvascular Flow Models using Graph Neural Networks | Paolo Botta et.al. | 2512.10792 | translate | read | null |
| 2025-12-11 | LGAN: An Efficient High-Order Graph Neural Network via the Line Graph Aggregation | Lin Du et.al. | 2512.10735 | translate | read | null |
| 2025-12-11 | THeGAU: Type-Aware Heterogeneous Graph Autoencoder and Augmentation | Ming-Yi Hong et.al. | 2512.10589 | translate | read | null |
| 2025-12-11 | Data-Efficient American Sign Language Recognition via Few-Shot Prototypical Networks | Meher Md Saad et.al. | 2512.10562 | translate | read | null |
| 2025-12-11 | Mr. Virgil: Learning Multi-robot Visual-range Relative Localization | Si Wang et.al. | 2512.10540 | translate | read | 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 | translate | read | null |
| 2025-12-11 | Better Prevent than Tackle: Valuing Defense in Soccer Based on Graph Neural Networks | Hyunsung Kim et.al. | 2512.10355 | translate | read | null |
| 2025-12-11 | A Kernel-based Resource-efficient Neural Surrogate for Multi-fidelity Prediction of Aerodynamic Field | Apurba Sarker et.al. | 2512.10287 | translate | read | 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 | translate | read | 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 | translate | read | null |
| 2025-12-10 | A Simulation Framework for Studying Recommendation-Network Co-evolution in Social Platforms | Gaurav Koley et.al. | 2512.10106 | translate | read | null |
| 2025-12-10 | Modeling Narrative Archetypes in Conspiratorial Narratives: Insights from Singapore-Based Telegram Groups | Soorya Ram Shimgekar et.al. | 2512.10105 | translate | read | 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 | translate | read | null |
| 2025-12-08 | HGC-Herd: Efficient Heterogeneous Graph Condensation via Representative Node Herding | Fuyan Ou et.al. | 2512.09947 | translate | read | null |
| 2025-12-10 | M3Net: A Multi-Metric Mixture of Experts Network Digital Twin with Graph Neural Networks | Blessed Guda et.al. | 2512.09797 | translate | read | null |
| 2025-12-10 | Graph-Based Bayesian Optimization for Quantum Circuit Architecture Search with Uncertainty Calibrated Surrogates | Prashant Kumar Choudhary et.al. | 2512.09586 | translate | read | null |
| 2025-12-10 | Transport Novelty Distance: A Distributional Metric for Evaluating Material Generative Models | Paul Hagemann et.al. | 2512.09514 | translate | read | null |
| 2025-12-10 | Advancing Text Classification with Large Language Models and Neural Attention Mechanisms | Ning Lyu et.al. | 2512.09444 | translate | read | null |
| 2025-12-10 | BugSweeper: Function-Level Detection of Smart Contract Vulnerabilities Using Graph Neural Networks | Uisang Lee et.al. | 2512.09385 | translate | read | null |
| 2025-12-10 | Branching Strategies Based on Subgraph GNNs: A Study on Theoretical Promise versus Practical Reality | Junru Zhou et.al. | 2512.09355 | translate | read | null |
| 2025-12-09 | Understanding the Failure Modes of Transformers through the Lens of Graph Neural Networks | Hunjae Lee et.al. | 2512.09182 | translate | read | null |
| 2025-12-09 | AI-Driven Expansion and Application of the Alexandria Database | Théo Cavignac et.al. | 2512.09169 | translate | read | null |
| 2025-12-09 | Graph Deep Learning for Intracranial Aneurysm Blood Flow Simulation and Risk Assessment | Paul Garnier et.al. | 2512.09013 | translate | read | null |
| 2025-12-09 | Delay-Oriented Distributed Scheduling with TransGNN | Boxuan Wen et.al. | 2512.08799 | translate | read | null |
| 2025-12-09 | Learning and Editing Universal Graph Prompt Tuning via Reinforcement Learning | Jinfeng Xu et.al. | 2512.08763 | translate | read | null |
| 2025-12-09 | RF sensing with dense IoT network graphs: An EM-informed analysis | Federica Fieramosca et.al. | 2512.08746 | translate | read | 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 | translate | read | 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 | translate | read | 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 | translate | read | null |
| 2025-12-09 | Restoring Network Evolution from Static Structure | Jiu Zhang et.al. | 2512.08209 | translate | read | 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 | translate | read | null |
| 2025-12-08 | When Large Language Models Do Not Work: Online Incivility Prediction through Graph Neural Networks | Zihan Chen et.al. | 2512.07684 | translate | read | 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 | translate | read | null |
| 2025-12-08 | Forget and Explain: Transparent Verification of GNN Unlearning | Imran Ahsan et.al. | 2512.07450 | translate | read | null |
| 2025-12-08 | Scalable Formal Verification of Incremental Stability in Large-Scale Systems Using Graph Neural Networks | Ahan Basu et.al. | 2512.07448 | translate | read | null |
| 2025-12-08 | E-PCN: Jet Tagging with Explainable Particle Chebyshev Networks Using Kinematic Features | Md Raqibul Islam et.al. | 2512.07420 | translate | read | null |
| 2025-12-08 | Recent advancements in the tau reconstruction and identification techniques in CMS | Andrea Cardini et.al. | 2512.07387 | translate | read | null |
| 2025-12-08 | On the Impact of Graph Neural Networks in Recommender Systems: A Topological Perspective | Daniele Malitesta et.al. | 2512.07384 | translate | read | null |
| 2025-12-08 | Edge-Aware Graph Attention Model for Structural Optimization of High Entropy Carbides | Neethu Mohan Mangalassery et.al. | 2512.07358 | translate | read | null |
| 2025-12-08 | Towards a Relationship-Aware Transformer for Tabular Data | Andrei V. Konstantinov et.al. | 2512.07310 | translate | read | null |
| 2025-12-08 | Ensembling LLM-Induced Decision Trees for Explainable and Robust Error Detection | Mengqi Wang et.al. | 2512.07246 | translate | read | null |
| 2025-12-08 | Cross-platform Product Matching Based on Entity Alignment of Knowledge Graph with RAEA model | Wenlong Liu et.al. | 2512.07232 | translate | read | 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 | translate | read | 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 | translate | read | null |
| 2025-12-07 | Measuring Over-smoothing beyond Dirichlet energy | Weiqi Guan et.al. | 2512.06782 | translate | read | 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 | translate | read | null |
| 2025-12-07 | Multi-Scale Protein Structure Modelling with Geometric Graph U-Nets | Chang Liu et.al. | 2512.06752 | translate | read | null |
| 2025-12-07 | Learning Thermoelectric Transport from Crystal Structures via Multiscale Graph Neural Network | Yuxuan Zeng et.al. | 2512.06697 | translate | read | null |
| 2025-12-07 | Learning-based Link Prediction Methods Integrating Network Topological Features and Embedding Representations | Zi-Xuan Jin et.al. | 2512.06677 | translate | read | null |
| 2025-12-07 | The Impact of Data Characteristics on GNN Evaluation for Detecting Fake News | Isha Karn et.al. | 2512.06638 | translate | read | null |
| 2025-12-06 | Hierarchical geometric deep learning enables scalable analysis of molecular dynamics | Zihan Pengmei et.al. | 2512.06520 | translate | read | null |
| 2025-12-06 | DDFI: Diverse and Distribution-aware Missing Feature Imputation via Two-step Reconstruction | Yifan Song et.al. | 2512.06356 | translate | read | null |
| 2025-12-06 | LLM-Upgraded Graph Reinforcement Learning for Carbon-Aware Job Scheduling in Smart Manufacturing | Zhiying Yang et.al. | 2512.06351 | translate | read | null |
| 2025-12-06 | Multimodal Graph Neural Networks for Prognostic Modeling of Brain Network Reorganization | Preksha Girish et.al. | 2512.06303 | translate | read | null |
| 2025-12-06 | Empowering GNNs for Domain Adaptation via Denoising Target Graph | Haiyang Yu et.al. | 2512.06236 | translate | read | 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 | translate | read | 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 | translate | read | null |
| 2025-12-05 | Towards agent-based-model informed neural networks | Nino Antulov-Fantulin et.al. | 2512.05764 | translate | read | null |
| 2025-12-05 | Physics-Informed Graph Neural Network with Frequency-Aware Learning for Optical Aberration Correction | Yong En Kok et.al. | 2512.05683 | translate | read | null |
| 2025-12-05 | Bounded Graph Clustering with Graph Neural Networks | Kibidi Neocosmos et.al. | 2512.05623 | translate | read | null |
| 2025-12-05 | Sepsis Prediction Using Graph Convolutional Networks over Patient-Feature-Value Triplets | Bozhi Dan et.al. | 2512.05416 | translate | read | 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 | translate | read | 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 | translate | read | null |
| 2025-12-04 | Edged Weisfeiler-Lehman Algorithm | Xiao Yue et.al. | 2512.05238 | translate | read | null |
| 2025-12-04 | CNN on `Top’: In Search of Scalable & Lightweight Image-based Jet Taggers | Rajneil Baruah et.al. | 2512.05031 | translate | read | null |
| 2025-12-04 | PVLS: A Learning-based Parameter Prediction Technique for Variational Quantum Linear Solvers | Youla Yang et.al. | 2512.04909 | translate | read | 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 | translate | read | null |
| 2025-12-04 | Detection of Intoxicated Individuals from Facial Video Sequences via a Recurrent Fusion Model | Bita Baroutian et.al. | 2512.04536 | translate | read | 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 | translate | read | null |
| 2025-12-03 | Learning Beamforming for Pinching Antenna System-Enabled ISAC in Low-Altitude Wireless Networks | Jia Guo et.al. | 2512.04293 | translate | read | null |
| 2025-12-03 | Quantum Topological Graph Neural Networks for Detecting Complex Fraud Patterns | Mohammad Doost et.al. | 2512.03696 | translate | read | 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 | translate | read | null |
| 2025-12-03 | VS-Graph: Scalable and Efficient Graph Classification Using Hyperdimensional Computing | Hamed Poursiami et.al. | 2512.03394 | translate | read | null |
| 2025-12-02 | GRAND: Guidance, Rebalancing, and Assignment for Networked Dispatch in Multi-Agent Path Finding | Johannes Gaber et.al. | 2512.03194 | translate | read | 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 | translate | read | null |
| 2025-12-01 | QGShap: Quantum Acceleration for Faithful GNN Explanations | Haribandhu Jena et.al. | 2512.03099 | translate | read | null |
| 2025-12-02 | Learning Multimodal Embeddings for Traffic Accident Prediction and Causal Estimation | Ziniu Zhang et.al. | 2512.02920 | translate | read | null |
| 2025-12-02 | GraphMatch: Fusing Language and Graph Representations in a Dynamic Two-Sided Work Marketplace | Mikołaj Sacha et.al. | 2512.02849 | translate | read | null |
| 2025-12-02 | Credal Graph Neural Networks | Matteo Tolloso et.al. | 2512.02722 | translate | read | null |
| 2025-12-02 | Zero-Shot Instruction Following in RL via Structured LTL Representations | Mattia Giuri et.al. | 2512.02633 | translate | read | null |
| 2025-12-02 | Detection of Crowdsourcing Cryptocurrency Laundering via Multi-Task Collaboration | Guang Li et.al. | 2512.02534 | translate | read | null |
| 2025-12-02 | LightHCG: a Lightweight yet powerful HSIC Disentanglement based Causal Glaucoma Detection Model framework | Daeyoung Kim et.al. | 2512.02437 | translate | read | null |
| 2025-12-02 | Dynamic Configuration of On-Street Parking Spaces using Multi Agent Reinforcement Learning | Oshada Jayasinghe et.al. | 2512.02406 | translate | read | null |
| 2025-12-02 | AtomGraph: Tackling Atomicity Violation in Smart Contracts using Multimodal GCNs | Xiaoqi Li et.al. | 2512.02399 | translate | read | null |
| 2025-12-01 | Cross-View Topology-Aware Graph Representation Learning | Ahmet Sami Korkmaz et.al. | 2512.02130 | translate | read | null |
| 2025-12-01 | Domain-Decomposed Graph Neural Network Surrogate Modeling for Ice Sheets | Adrienne M. Propp et.al. | 2512.01888 | translate | read | null |
| 2025-12-01 | Graph Distance as Surprise: Free Energy Minimization in Knowledge Graph Reasoning | Gaganpreet Jhajj et.al. | 2512.01878 | translate | read | 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 | translate | read | null |
| 2025-12-01 | Morphling: Fast, Fused, and Flexible GNN Training at Scale | Anubhab et.al. | 2512.01678 | translate | read | null |
| 2025-12-01 | Learning to Reconstruct: A Differentiable Approach to Muon Tracking at the LHC | Andrea Coccaro et.al. | 2512.01647 | translate | read | null |
| 2025-12-01 | CourtMotion: Learning Event-Driven Motion Representations from Skeletal Data for Basketball | Omer Sela et.al. | 2512.01478 | translate | read | null |
(<a href=../Graph_Neural_Networks.md>back to Graph Neural Networks</a>)