"graph invariant learning" Papers

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Learning Graph Invariance by Harnessing Spuriosity

Tianjun Yao, Yongqiang Chen, Kai Hu et al.

ICLR 2025
5
citations

Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization

Tianrui Jia, Haoyang Li, Cheng Yang et al.

AAAI 2024paperarXiv:2312.10988
33
citations

Improving Out-of-Distribution Generalization in Graphs via Hierarchical Semantic Environments

Yinhua Piao, Sangseon Lee, Yijingxiu Lu et al.

CVPR 2024arXiv:2403.01773
8
citations