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Wei Liu

Researcher, National University of Singapore

1 paper at NeurIPS 2025

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Poster Session 6

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Quantifying Distributional Invariance in Causal Subgraph for IRM-Free Graph Generalization

#2811 · Yang Qiu, Yixiong Zou, Jun Wang, Wei Liu, Xiangyu Fu, Ruixuan Li

This paper introduces an IRM-free, norm-guided invariant distribution criterion for causal subgraph discovery in graph OOD generalization.