Graph Neural Networks - 2025-04
Graph Neural Networks - 2025-04
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-04-30 | Scalable Multi-Task Learning for Particle Collision Event Reconstruction with Heterogeneous Graph Neural Networks | William Sutcliffe et.al. | 2504.21844 | translate | read | null |
| 2025-04-30 | MAGNET: an open-source library for mesh agglomeration by Graph Neural Networks | Paola F. Antonietti et.al. | 2504.21780 | translate | read | null |
| 2025-04-30 | ABG-NAS: Adaptive Bayesian Genetic Neural Architecture Search for Graph Representation Learning | Sixuan Wang et.al. | 2504.21254 | translate | read | 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 | translate | read | null |
| 2025-04-29 | FedHERO: A Federated Learning Approach for Node Classification Task on Heterophilic Graphs | Zihan Chen et.al. | 2504.21206 | translate | read | 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 | translate | read | null |
| 2025-04-29 | LIFT: LLM-Based Pragma Insertion for HLS via GNN Supervised Fine-Tuning | Neha Prakriya et.al. | 2504.21187 | translate | read | null |
| 2025-04-29 | QAOA Parameter Transferability for Maximum Independent Set using Graph Attention Networks | Hanjing Xu et.al. | 2504.21135 | translate | read | null |
| 2025-04-29 | Dual Explanations via Subgraph Matching for Malware Detection | Hossein Shokouhinejad et.al. | 2504.20904 | translate | read | null |
| 2025-04-30 | Quantifying the Noise of Structural Perturbations on Graph Adversarial Attacks | Junyuan Fang et.al. | 2504.20869 | translate | read | null |
| 2025-04-29 | Mitigating the Structural Bias in Graph Adversarial Defenses | Junyuan Fang et.al. | 2504.20848 | translate | read | 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 | translate | read | null |
| 2025-04-29 | Learning a General Model: Folding Clothing with Topological Dynamics | Yiming Liu et.al. | 2504.20720 | translate | read | null |
| 2025-04-29 | SFi-Former: Sparse Flow Induced Attention for Graph Transformer | Zhonghao Li et.al. | 2504.20666 | translate | read | null |
| 2025-04-29 | Triadic Closure-Heterogeneity-Harmony GCN for Link Prediction | Ke-ke Shang et.al. | 2504.20492 | translate | read | null |
| 2025-04-29 | Understanding GNNs and Homophily in Dynamic Node Classification | Michael Ito et.al. | 2504.20421 | translate | read | null |
| 2025-04-29 | Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs | Paiheng Xu et.al. | 2504.20406 | translate | read | null |
| 2025-04-28 | Generative Diffusion Models for Resource Allocation in Wireless Networks | Yigit Berkay Uslu et.al. | 2504.20277 | translate | read | null |
| 2025-04-28 | Graph Neural Network Prediction of Nonlinear Optical Properties | Yomn Alkabakibi et.al. | 2504.19987 | translate | read | null |
| 2025-04-29 | Transfer Learning Under High-Dimensional Network Convolutional Regression Model | Liyuan Wang et.al. | 2504.19979 | translate | read | 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 | translate | read | null |
| 2025-04-28 | Hierarchical Uncertainty-Aware Graph Neural Network | Yoonhyuk Choi et.al. | 2504.19820 | translate | read | null |
| 2025-04-28 | Heterophily-informed Message Passing | Haishan Wang et.al. | 2504.19785 | translate | read | null |
| 2025-04-28 | Learning Efficiency Meets Symmetry Breaking | Yingbin Bai et.al. | 2504.19738 | translate | read | null |
| 2025-04-28 | Explaining Vision GNNs: A Semantic and Visual Analysis of Graph-based Image Classification | Nikolaos Chaidos et.al. | 2504.19682 | translate | read | 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 | translate | read | null |
| 2025-04-28 | A Universal Spin-Orbit-Coupled Hamiltonian Model for Accelerated Quantum Material Discovery | Yang Zhong et.al. | 2504.19586 | translate | read | null |
| 2025-04-28 | Graph Reinforcement Learning for QoS-Aware Load Balancing in Open Radio Access Networks | Omid Semiari et.al. | 2504.19499 | translate | read | null |
| 2025-04-25 | Testing Individual Fairness in Graph Neural Networks | Roya Nasiri et.al. | 2504.18353 | translate | read | null |
| 2025-04-25 | Efficient Learning on Large Graphs using a Densifying Regularity Lemma | Jonathan Kouchly et.al. | 2504.18273 | translate | read | null |
| 2025-04-25 | Multi-Grained Compositional Visual Clue Learning for Image Intent Recognition | Yin Tang et.al. | 2504.18201 | translate | read | null |
| 2025-04-25 | Efficient GNN Training Through Structure-Aware Randomized Mini-Batching | Vignesh Balaji et.al. | 2504.18082 | translate | read | null |
| 2025-04-25 | POET: Prompt Offset Tuning for Continual Human Action Adaptation | Prachi Garg et.al. | 2504.18059 | translate | read | null |
| 2025-04-25 | TGDT: A Temporal Graph-based Digital Twin for Urban Traffic Corridors | Nooshin Yousefzadeh et.al. | 2504.18008 | translate | read | null |
| 2025-04-24 | Unveiling the Hidden: Movie Genre and User Bias in Spoiler Detection | Haokai Zhang et.al. | 2504.17834 | translate | read | null |
| 2025-04-24 | MSGCN: Multiplex Spatial Graph Convolution Network for Interlayer Link Weight Prediction | Steven E. Wilson et.al. | 2504.17749 | translate | read | 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 | translate | read | null |
| 2025-04-24 | RAGAT-Mind: A Multi-Granular Modeling Approach for Rumor Detection Based on MindSpore | Zhenkai Qin et.al. | 2504.17574 | translate | read | null |
| 2025-04-24 | Combining GCN Structural Learning with LLM Chemical Knowledge for or Enhanced Virtual Screening | Radia Berreziga et.al. | 2504.17497 | translate | read | null |
| 2025-04-24 | Prototype-enhanced prediction in graph neural networks for climate applications | Nawid Keshtmand et.al. | 2504.17492 | translate | read | null |
| 2025-04-24 | HeRB: Heterophily-Resolved Structure Balancer for Graph Neural Networks | Ke-Jia Chen et.al. | 2504.17276 | translate | read | null |
| 2025-04-23 | Discovering the Precursors of Traffic Breakdowns Using Spatiotemporal Graph Attribution Networks | Zhaobin Mo et.al. | 2504.17109 | translate | read | 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 | translate | read | null |
| 2025-04-23 | Disentangled Graph Representation Based on Substructure-Aware Graph Optimal Matching Kernel Convolutional Networks | Mao Wang et.al. | 2504.16360 | translate | read | null |
| 2025-04-22 | On the Consistency of GNN Explanations for Malware Detection | Hossein Shokouhinejad et.al. | 2504.16316 | translate | read | 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 | translate | read | null |
| 2025-04-22 | ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion | Xiang Li et.al. | 2504.15920 | translate | read | null |
| 2025-04-22 | GraphEdge: Dynamic Graph Partition and Task Scheduling for GNNs Computing in Edge Network | Wenjing Xiao et.al. | 2504.15905 | translate | read | null |
| 2025-04-22 | Learning Dynamic Graphs via Tensorized and Lightweight Graph Convolutional Networks | Minglian Han et.al. | 2504.15613 | translate | read | null |
| 2025-04-22 | RiskNet: Interaction-Aware Risk Forecasting for Autonomous Driving in Long-Tail Scenarios | Qichao Liu et.al. | 2504.15541 | translate | read | null |
| 2025-04-21 | Measuring Interest Group Positions on Legislation: An AI-Driven Analysis of Lobbying Reports | Jiseon Kim et.al. | 2504.15333 | translate | read | 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 | translate | read | 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 | translate | read | null |
| 2025-04-21 | Rhythm of Opinion: A Hawkes-Graph Framework for Dynamic Propagation Analysis | Yulong Li et.al. | 2504.15072 | translate | read | null |
| 2025-04-21 | Edge-boosted graph learning for functional brain connectivity analysis | David Yang et.al. | 2504.14796 | translate | read | null |
| 2025-04-20 | Uncovering Issues in the Radio Access Network by Looking at the Neighbors | José Suárez-Varela et.al. | 2504.14686 | translate | read | null |
| 2025-04-20 | LBM-GNN: Graph Neural Network Enhanced Lattice Boltzmann Method | Yue Li et.al. | 2504.14494 | translate | read | 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 | translate | read | null |
| 2025-04-19 | Integrating Single-Cell Foundation Models with Graph Neural Networks for Drug Response Prediction | Till Rossner et.al. | 2504.14361 | translate | read | null |
| 2025-04-19 | CHAINSFORMER: Numerical Reasoning on Knowledge Graphs from a Chain Perspective | Ze Zhao et.al. | 2504.14282 | translate | read | null |
| 2025-04-19 | Dual-channel Heterophilic Message Passing for Graph Fraud Detection | Wenxin Zhang et.al. | 2504.14205 | translate | read | null |
| 2025-04-18 | On the Relationship Between Robustness and Expressivity of Graph Neural Networks | Lorenz Kummer et.al. | 2504.13786 | translate | read | 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 | translate | read | 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 | translate | read | null |
| 2025-04-18 | Adaptive Long-term Embedding with Denoising and Augmentation for Recommendation | Zahra Akhlaghi et.al. | 2504.13614 | translate | read | null |
| 2025-04-18 | ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph Representation | Bowen Liu et.al. | 2504.13599 | translate | read | null |
| 2025-04-18 | Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs | Shenzhi Yang et.al. | 2504.13429 | translate | read | null |
| 2025-04-18 | Simplifying Graph Convolutional Networks with Redundancy-Free Neighbors | Jielong LuZhihao Wu et.al. | 2504.13426 | translate | read | null |
| 2025-04-17 | Graph Learning at Scale: Characterizing and Optimizing Pre-Propagation GNNs | Zichao Yue et.al. | 2504.13266 | translate | read | null |
| 2025-04-17 | Inference-friendly Graph Compression for Graph Neural Networks | Yangxin Fan et.al. | 2504.13034 | translate | read | null |
| 2025-04-17 | Explainable Scene Understanding with Qualitative Representations and Graph Neural Networks | Nassim Belmecheri et.al. | 2504.12817 | translate | read | null |
| 2025-04-17 | Hierarchical Vector Quantized Graph Autoencoder with Annealing-Based Code Selection | Long Zeng et.al. | 2504.12715 | translate | read | link |
| 2025-04-17 | Uncertainty Quantification in Graph Neural Networks with Shallow Ensembles | Tirtha Vinchurkar et.al. | 2504.12627 | translate | read | null |
| 2025-04-16 | Integrating Structural and Semantic Signals in Text-Attributed Graphs with BiGTex | Azadeh Beiranvand et.al. | 2504.12474 | translate | read | null |
| 2025-04-16 | Balancing Graph Embedding Smoothness in Self-Supervised Learning via Information-Theoretic Decomposition | Heesoo Jung et.al. | 2504.12011 | translate | read | 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 | translate | read | null |
| 2025-04-16 | HyperSAT: Unsupervised Hypergraph Neural Networks for Weighted MaxSAT Problems | Qiyue Chen et.al. | 2504.11885 | translate | read | null |
| 2025-04-16 | Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID Graphs | Kishan Gurumurthy et.al. | 2504.11808 | translate | read | null |
| 2025-04-16 | Extended Short- and Long-Range Mesh Learning for Fast and Generalized Garment Simulation | Aoran Liu et.al. | 2504.11763 | translate | read | null |
| 2025-04-16 | Clustering and analysis of user behaviour in blockchain: A case study of Planet IX | Dorottya Zelenyanszki et.al. | 2504.11702 | translate | read | 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 | translate | read | null |
| 2025-04-15 | Graph-Driven Multimodal Feature Learning Framework for Apparent Personality Assessment | Kangsheng Wang et.al. | 2504.11515 | translate | read | null |
| 2025-04-15 | Network Alignment | Rui Tang et.al. | 2504.11367 | translate | read | 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 | translate | read | 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 | translate | read | null |
| 2025-04-15 | Visual Re-Ranking with Non-Visual Side Information | Gustav Hanning et.al. | 2504.11134 | translate | read | null |
| 2025-04-15 | AI-guided Antibiotic Discovery Pipeline from Target Selection to Compound Identification | Maximilian G. Schuh et.al. | 2504.11091 | translate | read | null |
| 2025-04-15 | Why am I seeing this? Towards recognizing social media recommender systems with missing recommendations | Sabrina Guidotti et.al. | 2504.11000 | translate | read | null |
| 2025-04-15 | Transfer Learning for Temporal Link Prediction | Ayan Chatterjee et.al. | 2504.10925 | translate | read | null |
| 2025-04-15 | Towards A Universal Graph Structural Encoder | Jialin Chen et.al. | 2504.10917 | translate | read | 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 | translate | read | 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 | translate | read | null |
| 2025-04-14 | Invariance Matters: Empowering Social Recommendation via Graph Invariant Learning | Yonghui Yang et.al. | 2504.10432 | translate | read | null |
| 2025-04-14 | AI-Driven Code Refactoring: Using Graph Neural Networks to Enhance Software Maintainability | Gopichand Bandarupalli et.al. | 2504.10412 | translate | read | null |
| 2025-04-14 | GNN-ACLP: Graph Neural Networks based Analog Circuit Link Prediction | Guanyuan Pan et.al. | 2504.10240 | translate | read | null |
| 2025-04-14 | Learning to Beamform for Cooperative Localization and Communication: A Link Heterogeneous GNN-Based Approach | Lixiang Lian et.al. | 2504.10060 | translate | read | null |
| 2025-04-14 | COUNTER: Cluster GCN based Energy Efficient Resource Management for Sustainable Cloud Computing Environments | Han Wang et.al. | 2504.09995 | translate | read | null |
| 2025-04-14 | Towards Unbiased Federated Graph Learning: Label and Topology Perspectives | Zhengyu Wu et.al. | 2504.09963 | translate | read | 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 | translate | read | 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 | translate | read | null |
| 2025-04-13 | Spatially Directional Dual-Attention GAT for Spatial Fluoride Health Risk Modeling | Da Yuan et.al. | 2504.09416 | translate | read | 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 | translate | read | null |
| 2025-04-11 | Hypergraph Vision Transformers: Images are More than Nodes, More than Edges | Joshua Fixelle et.al. | 2504.08710 | translate | read | null |
| 2025-04-11 | LGRPool: Hierarchical Graph Pooling Via Local-Global Regularisation | Farshad Noravesh et.al. | 2504.08530 | translate | read | 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 | translate | read | null |
| 2025-04-11 | Graph Reduction with Unsupervised Learning in Column Generation: A Routing Application | Abdo Abouelrous et.al. | 2504.08401 | translate | read | null |
| 2025-04-11 | PNE-SGAN: Probabilistic NDT-Enhanced Semantic Graph Attention Network for LiDAR Loop Closure Detection | Xiong Li et.al. | 2504.08280 | translate | read | null |
| 2025-04-11 | Graph Based Deep Reinforcement Learning Aided by Transformers for Multi-Agent Cooperation | Michael Elrod et.al. | 2504.08195 | translate | read | null |
| 2025-04-11 | Detecting Credit Card Fraud via Heterogeneous Graph Neural Networks with Graph Attention | Qiuwu Sha et.al. | 2504.08183 | translate | read | null |
| 2025-04-10 | Beyond Feature Importance: Feature Interactions in Predicting Post-Stroke Rigidity with Graph Explainable AI | Jiawei Xu et.al. | 2504.08150 | translate | read | null |
| 2025-04-10 | Communication-Efficient Cooperative Localization: A Graph Neural Network Approach | Yinan Zou et.al. | 2504.08135 | translate | read | null |
| 2025-04-10 | Scaling Laws of Graph Neural Networks for Atomistic Materials Modeling | Chaojian Li et.al. | 2504.08112 | translate | read | null |
| 2025-04-10 | Trading Graph Neural Network | Xian Wu et.al. | 2504.07923 | translate | read | null |
| 2025-04-10 | DG-STMTL: A Novel Graph Convolutional Network for Multi-Task Spatio-Temporal Traffic Forecasting | Wanna Cui et.al. | 2504.07822 | translate | read | null |
| 2025-04-10 | Harnessing Equivariance: Modeling Turbulence with Graph Neural Networks | Marius Kurz et.al. | 2504.07741 | translate | read | null |
| 2025-04-10 | Prediction of Usage Probabilities of Shopping-Mall Corridors Using Heterogeneous Graph Neural Networks | Malik M Barakathullah et.al. | 2504.07645 | translate | read | null |
| 2025-04-10 | DWFS-Obfuscation: Dynamic Weighted Feature Selection for Robust Malware Familial Classification under Obfuscation | Xingyuan Wei et.al. | 2504.07590 | translate | read | link |
| 2025-04-09 | FLASH: Flexible Learning of Adaptive Sampling from History in Temporal Graph Neural Networks | Or Feldman et.al. | 2504.07337 | translate | read | null |
| 2025-04-09 | Machine Learning Approach towards Quantum Error Mitigation for Accurate Molecular Energetics | Srushti Patil et.al. | 2504.07077 | translate | read | null |
| 2025-04-09 | Leveraging GCN-based Action Recognition for Teleoperation in Daily Activity Assistance | Thomas M. Kwok et.al. | 2504.07001 | translate | read | 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 | translate | read | 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 | translate | read | null |
| 2025-04-09 | GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs | Songwei Zhao et.al. | 2504.06649 | translate | read | null |
| 2025-04-09 | DiffusionCom: Structure-Aware Multimodal Diffusion Model for Multimodal Knowledge Graph Completion | Wei Huang et.al. | 2504.06543 | translate | read | null |
| 2025-04-08 | Exploiting Meta-Learning-based Poisoning Attacks for Graph Link Prediction | Mingchen Li et.al. | 2504.06492 | translate | read | 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 | translate | read | null |
| 2025-04-08 | S’MoRE: Structural Mixture of Residual Experts for LLM Fine-tuning | Hanqing Zeng et.al. | 2504.06426 | translate | read | null |
| 2025-04-08 | Deep spatio-temporal point processes: Advances and new directions | Xiuyuan Cheng et.al. | 2504.06364 | translate | read | null |
| 2025-04-08 | Heuristic Methods are Good Teachers to Distill MLPs for Graph Link Prediction | Zongyue Qin et.al. | 2504.06193 | translate | read | 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 | translate | read | 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 | translate | read | null |
| 2025-04-08 | Adaptive Substructure-Aware Expert Model for Molecular Property Prediction | Tianyi Jiang et.al. | 2504.05844 | translate | read | null |
| 2025-04-07 | Graph Neural Networks for Enhancing Ensemble Forecasts of Extreme Rainfall | Christopher Bülte et.al. | 2504.05471 | translate | read | null |
| 2025-04-07 | GraphPINE: Graph Importance Propagation for Interpretable Drug Response Prediction | Yoshitaka Inoue et.al. | 2504.05454 | translate | read | null |
| 2025-04-07 | A Novel Approach to Linking Histology Images with DNA Methylation | Manahil Raza et.al. | 2504.05403 | translate | read | 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 | translate | read | null |
| 2025-04-07 | AsyReC: A Multimodal Graph-based Framework for Spatio-Temporal Asymmetric Dyadic Relationship Classification | Wang Tang et.al. | 2504.05030 | translate | read | 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 | translate | read | null |
| 2025-04-07 | Boosting Relational Deep Learning with Pretrained Tabular Models | Veronica Lachi et.al. | 2504.04934 | translate | read | null |
| 2025-04-07 | Attentional Graph Meta-Learning for Indoor Localization Using Extremely Sparse Fingerprints | Wenzhong Yan et.al. | 2504.04829 | translate | read | null |
| 2025-04-07 | Bidirectional Hierarchical Protein Multi-Modal Representation Learning | Xuefeng Liu et.al. | 2504.04770 | translate | read | null |
| 2025-04-07 | Enhancing Leaf Disease Classification Using GAT-GCN Hybrid Model | Shyam Sundhar et.al. | 2504.04764 | translate | read | null |
| 2025-04-07 | MedGNN: Capturing the Links Between Urban Characteristics and Medical Prescriptions | Minwei Zhao et.al. | 2504.04739 | translate | read | null |
| 2025-04-07 | Sparsity-Aware Communication for Distributed Graph Neural Network Training | Ujjaini Mukhodopadhyay et.al. | 2504.04673 | translate | read | null |
| 2025-04-07 | Scaling Graph Neural Networks for Particle Track Reconstruction | Alok Tripathy et.al. | 2504.04670 | translate | read | null |
| 2025-04-04 | Optimization of a Triangular Delaunay Mesh Generator using Reinforcement Learning | Will Thacher et.al. | 2504.03610 | translate | read | null |
| 2025-04-04 | Dynamic Training Enhances Machine Learning Potentials for Long-Lasting Molecular Dynamics | Ivan Žugec et.al. | 2504.03521 | translate | read | null |
| 2025-04-04 | Optimizing Quantum Circuits via ZX Diagrams using Reinforcement Learning and Graph Neural Networks | Alexander Mattick et.al. | 2504.03429 | translate | read | null |
| 2025-04-04 | A Robust Method for Fault Detection and Severity Estimation in Mechanical Vibration Data | Youngjae Jeon et.al. | 2504.03229 | translate | read | null |
| 2025-04-03 | Graph Attention for Heterogeneous Graphs with Positional Encoding | Nikhil Shivakumar Nayak et.al. | 2504.02938 | translate | read | 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 | translate | read | link |
| 2025-04-03 | A Hybrid Similarity-Aware Graph Neural Network with Transformer for Node Classification | Aman Singh et.al. | 2504.02615 | translate | read | null |
| 2025-04-04 | Graphs are everywhere – Psst! In Music Recommendation too | Bharani Jayakumar et.al. | 2504.02598 | translate | read | null |
| 2025-04-03 | Toward General and Robust LLM-enhanced Text-attributed Graph Learning | Zihao Zhang et.al. | 2504.02343 | translate | read | null |
| 2025-04-03 | Distributed Log-driven Anomaly Detection System based on Evolving Decision Making | Zhuoran Tan et.al. | 2504.02322 | translate | read | null |
| 2025-04-03 | Enhancing Customer Contact Efficiency with Graph Neural Networks in Credit Card Fraud Detection Workflow | Menghao Huo et.al. | 2504.02275 | translate | read | null |
| 2025-04-03 | LLM-Augmented Graph Neural Recommenders: Integrating User Reviews | Hiroki Kanezashi et.al. | 2504.02195 | translate | read | 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 | translate | read | null |
| 2025-04-02 | LL4G: Self-Supervised Dynamic Optimization for Graph-Based Personality Detection | Lingzhi Shen et.al. | 2504.02146 | translate | read | null |
| 2025-04-02 | From Text to Graph: Leveraging Graph Neural Networks for Enhanced Explainability in NLP | Fabio Yáñez-Romero et.al. | 2504.02064 | translate | read | null |
| 2025-04-02 | Graphically Speaking: Unmasking Abuse in Social Media with Conversation Insights | Célia Nouri et.al. | 2504.01902 | translate | read | null |
| 2025-04-02 | Identifying Obfuscated Code through Graph-Based Semantic Analysis of Binary Code | Roxane Cohen et.al. | 2504.01481 | translate | read | null |
| 2025-04-02 | Deep Graph Reinforcement Learning for UAV-Enabled Multi-User Secure Communications | Xiao Tang et.al. | 2504.01446 | translate | read | null |
| 2025-04-02 | Refining Interactions: Enhancing Anisotropy in Graph Neural Networks with Language Semantics | Zhaoxing Li et.al. | 2504.01429 | translate | read | null |
| 2025-04-02 | Flexible and Explainable Graph Analysis for EEG-based Alzheimer’s Disease Classification | Jing Wang et.al. | 2504.01329 | translate | read | null |
| 2025-04-01 | Neural Approaches to SAT Solving: Design Choices and Interpretability | David Mojžíšek et.al. | 2504.01173 | translate | read | null |
| 2025-04-01 | Efficient n-body simulations using physics informed graph neural networks | Víctor Ramos-Osuna et.al. | 2504.01169 | translate | read | 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 | translate | read | null |
| 2025-04-02 | Adversarial Curriculum Graph-Free Knowledge Distillation for Graph Neural Networks | Yuang Jia et.al. | 2504.00540 | translate | read | null |
| 2025-04-01 | Output Prediction of Quantum Circuits based on Graph Neural Networks | Yuxiang Liu et.al. | 2504.00464 | translate | read | null |
| 2025-04-01 | Evaluating machine learning models for predicting pesticides toxicity to honey bees | Jakub Adamczyk et.al. | 2503.24305 | translate | read | link |
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