Finding Heterophilic Neighbors via Confidence-based Subgraph Matching for Semi-supervised Node Classification

Yoonhyuk Choi, Jiho Choi, Taewook Ko +1

Graph Neural Networks (GNNs) have proven to be powerful in many graph-based applications. However, they fail to generalize well under heterophilic setups, where neighbor nodes have…