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causal subgraph

6 papers

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Co-occurring keywords · papers mentioning both

graph neural network (3) ood generalization (2) effect generation (1) event causality network (1) causal invariant learning (1) biased subgraphs (1) dual-gnn (1) edge evaluator (1) negative inference (1) spurious subgraphs (1)

Papers

Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning AAAI 2026 BrainOOD: Out-of-distribution Generalizable Brain Network Analysis ICLR 2025 Enhancing Graph Invariant Learning from a Negative Inference Perspective ICML 2025 Less is More: Federated Graph Learning with Alleviating Topology Heterogeneity from A Causal Perspective ICML 2025 Causal Subgraphs and Information Bottlenecks: Redefining OOD Robustness in Graph Neural Networks ECCV 2024 Effect Generation Based on Causal Reasoning EMNLP 2021