What Information Matters? Graph Out-of-Distribution Detection via Tri-Component Information Decomposition

Danny Wang, Ruihong Qiu, Zi Huang

Graph neural networks are widely used for node classification, but they remain vulnerable to out-of-distribution (OOD) shifts in node features and graph structure. Prior work estab…