graph neural network

Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks ICLR 2025 Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting ICLR 2025 Expand Horizon: Graph Out-of-Distribution Generalization via Multi-Level Environment Inference AAAI 2025 Explainable Dynamic Graph Neural Networks for Predictive Maintenance in Vehicle Chassis Systems ACML 2025 Explainable Graph Representation Learning via Graph Pattern Analysis IJCAI 2025 Explanations of GNN on Evolving Graphs via Axiomatic Layer edges ICLR 2025 Exploiting Fine-Grained Skip Behaviors for Micro-Video Recommendation AAAI 2025 Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph IJCAI 2025 Exploring Rationale Learning for Continual Graph Learning AAAI 2025 Exploring the Over-smoothing Problem of Graph Neural Networks for Graph Classification: An Entropy-based Viewpoint IJCAI 2025 Exploring the Potential of Large Language Models for Heterophilic Graphs NAACL 2025 Expressive Power of Temporal Message Passing AAAI 2025 fairGNN-WOD: Fair Graph Learning Without Complete Demographics IJCAI 2025 Fair Graph U-Net: A Fair Graph Learning Framework Integrating Group and Individual Awareness AAAI 2025 Fair Text-Attributed Graph Representation Learning EMNLP 2025 Faithful and Accurate Self-Attention Attribution for Message Passing Neural Networks via the Computation Tree Viewpoint AAAI 2025 FAP-CD: Fairness-Driven Age-Friendly Community Planning via Conditional Diffusion Generation AAAI 2025 Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks AAAI 2025 Feature-Structure Adaptive Completion Graph Neural Network for Cold-start Recommendation AAAI 2025 FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data IJCAI 2025 FedCCH: Automatic Personalized Graph Federated Learning for Inter-Client and Intra-Client Heterogeneity IJCAI 2025 Federated Graph Anomaly Detection Through Contrastive Learning with Global Negative Pairs AAAI 2025 Federated Graph Condensation with Information Bottleneck Principles AAAI 2025 Federated Graph-Level Clustering Network AAAI 2025 Federated Multi-view Graph Clustering with Incomplete Attribute Imputation IJCAI 2025