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

Yang Qiu, Yixiong Zou, Jun Wang +3

Out-of-distribution generalization under distributional shifts remains a critical challenge for graph neural networks. Existing methods generally adopt the Invariant Risk Minimizat…