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graph neural networks; out-of-distribution

1 paper across 1 session

Poster Session 6

1 paper
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.