Graph Neural Networks

ECHO-GL: Earnings Calls-Driven Heterogeneous Graph Learning for Stock Movement Prediction AAAI 2024 Editing Partially Observable Networks via Graph Diffusion Models ICML 2024 Effective Federated Graph Matching ICML 2024 Effective High-order Graph Representation Learning for Credit Card Fraud Detection IJCAI 2024 Effective Structural Encodings via Local Curvature Profiles ICLR 2024 Efficient and Scalable Graph Generation through Iterative Local Expansion ICLR 2024 Efficient PAC Learnability of Dynamical Systems Over Multilayer Networks ICML 2024 Efficient Sharpness-Aware Minimization for Molecular Graph Transformer Models ICLR 2024 Efficient Subgraph GNNs by Learning Effective Selection Policies ICLR 2024 EGODE: An Event-attended Graph ODE Framework for Modeling Rigid Dynamics NeurIPS 2024 EGonc : Energy-based Open-Set Node Classification with substitute Unknowns NeurIPS 2024 EGSST: Event-based Graph Spatiotemporal Sensitive Transformer for Object Detection NeurIPS 2024 EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time ICML 2024 Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism NeurIPS 2024 Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery AAAI 2024 Empowering Graph Invariance Learning with Deep Spurious Infomax ICML 2024 Encoding Unitig-level Assembly Graphs with Heterophilous Constraints for Metagenomic Contigs Binning ICLR 2024 Energy-based Epistemic Uncertainty for Graph Neural Networks NeurIPS 2024 Energy-conserving equivariant GNN for elasticity of lattice architected metamaterials ICLR 2024 Enhancing Chess Reinforcement Learning with Graph Representation NeurIPS 2024 Enhancing Emotion-Cause Pair Extraction in Conversations via Center Event Detection and Reasoning EMNLP 2024 Enhancing Graph Transformers with Hierarchical Distance Structural Encoding NeurIPS 2024 Enhancing Multi-Scale Diffusion Prediction via Sequential Hypergraphs and Adversarial Learning AAAI 2024 Enhancing Robustness of Graph Neural Networks on Social Media with Explainable Inverse Reinforcement Learning NeurIPS 2024 Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning ICML 2024