On the Cross-type Homophily of Heterogeneous Graphs: Understanding and Unleashing

Zhen Tao, Ziyue Qiao, Chaoqi Chen +3

Homophily, the tendency of similar nodes to connect, is a fundamental phenomenon in network science and a critical factor in the performance of graph neural networks (GNNs). While…