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invariant subgraph

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graph neural network (3) spurious correlation (2) out-of-distribution generalization (2) domain generalization (2) contrastive learning (2) subgraph aggregation (1) causal decoupling (1) brain graph (1) inverse propensity score reweighting (1) variant subgraph (1)

Papers

Causal Invariance-aware Augmentation for Brain Graph Contrastive Learning ICML 2025 Disentangling Invariant Subgraph via Variance Contrastive Estimation under Distribution Shifts ICML 2025 Subgraph Aggregation for Out-of-Distribution Generalization on Graphs AAAI 2025 Learning Invariant Graph Representations for Out-of-Distribution Generalization NeurIPS 2022