Make Heterophily Graphs Better Fit GNN: A Graph Rewiring Approach

Wendong Bi, Lun Du, Qiang Fu +3

Graph Neural Networks (GNNs) are popular machine learning methods for modeling graph data. A lot of GNNs perform well on homophily graphs while having unsatisfactory performance on…