graph neural network

Efficient Dynamic Graphs Learning with Refined Batch Parallel Training IJCAI 2025 Efficient Environmental Claim Detection with Hyperbolic Graph Neural Networks IJCNLP 2025 Efficient Multi-Person Motion Prediction by Lightweight Spatial and Temporal Interactions ICCV 2025 Efficient Subsampling for GNN Downstream Tasks ACML 2025 Efficient Traffic Prediction Through Spatio-Temporal Distillation AAAI 2025 Efficient Unlearning for Spatio-temporal Graph (Student Abstract) AAAI 2025 EFormer: An Effective Edge-based Transformer for Vehicle Routing Problems IJCAI 2025 Embracing Large Language Models in Traffic Flow Forecasting ACL 2025 ENAHPool: The Edge-Node Attention-based Hierarchical Pooling for Graph Neural Networks ICML 2025 Encoder of Thoughts: Enhancing Planning Ability in Language Agents Through Structural Embedding AAAI 2025 End-to-End HOI Reconstruction Transformer with Graph-based Encoding CVPR 2025 Energy-based Backdoor Defense Against Federated Graph Learning ICLR 2025 Enhanced Graph Similarity Learning via Adaptive Multi-scale Feature Fusion IJCAI 2025 Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features COLING 2025 Enhancing Graph Representation Learning with Localized Topological Features JMLR 2025 Enhancing Molecular Representation Learning Through the Combination of 3D and 2D Graph Machine Learning (Student Abstract) AAAI 2025 Enhancing multi-modal Relation Extraction with Reinforcement Learning Guided Graph Diffusion Framework COLING 2025 Enhancing Portfolio Optimization via Heuristic-Guided Inverse Reinforcement Learning with Multi-Objective Reward and Graph-based Policy Learning IJCAI 2025 Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training AAAI 2025 Equivariant Masked Position Prediction for Efficient Molecular Representation ICLR 2025 Erase Then Rectify: A Training-Free Parameter Editing Approach for Cost-Effective Graph Unlearning AAAI 2025 Estimation of single-cell and tissue perturbation effect in spatial transcriptomics via Spatial Causal Disentanglement ICLR 2025 Evidential Uncertainty Probes for Graph Neural Networks AISTATS 2025 EvoMesh: Adaptive Physical Simulation with Hierarchical Graph Evolutions ICML 2025 Exact Certification of (Graph) Neural Networks Against Label Poisoning ICLR 2025