subgraph extraction

ContextGraph: Lifelog Intelligence Framework for Contextual Subgraph Evolution AAAI 2026 Informative Subgraph Extraction with Deep Reinforcement Learning for Drug-Drug Interaction Prediction AAAI 2026 Self-Interpretable Subgraph Neural Network with Deep Reinforcement Walk Exploration AAAI 2026 DS-MHP: Improving Chain-of-Thought through Dynamic Subgraph-Guided Multi-Hop Path EMNLP 2025 Graph Segmentation and Contrastive Enhanced Explainer for Graph Neural Networks AAAI 2025 KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval EMNLP 2025 RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation ICML 2025 A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening NeurIPS 2024 A Survey on Extractive Knowledge Graph Summarization: Applications, Approaches, Evaluation, and Future Directions IJCAI 2024 Efficient Subgraph GNNs by Learning Effective Selection Policies ICLR 2024 GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning NeurIPS 2024 Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization AAAI 2024 Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs ICLR 2024 MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs AAAI 2024 nlp_enjoyers at TextGraphs-17 Shared Task: Text-Graph Representations for Knowledge Graph Question Answering using all-MPNet ACL 2024 TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering ACL 2024 Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks ICLR 2024 Conditional Graph Information Bottleneck for Molecular Relational Learning ICML 2023 Distance-Restricted Folklore Weisfeiler-Leman GNNs with Provable Cycle Counting Power NeurIPS 2023 Knowledge Graph Compression Enhances Diverse Commonsense Generation EMNLP 2023 Learning Invariant Graph Representations for Out-of-Distribution Generalization NeurIPS 2022 Prototype-Based Explanations for Graph Neural Networks (Student Abstract) AAAI 2022 Decoupling the Depth and Scope of Graph Neural Networks NeurIPS 2021 On Explainability of Graph Neural Networks via Subgraph Explorations ICML 2021 Reinforcement Learning Enhanced Explainer for Graph Neural Networks NeurIPS 2021