GSINA: Improving Subgraph Extraction for Graph Invariant Learning via Graph Sinkhorn Attention

Junchi Yan, Fangyu Ding, Jiawei Sun +3

Graph invariant learning (GIL) seeks invariant relations between graphs and labels under distribution shifts. Recent works try to extract an invariant subgraph to improve out-of-di…