Label-Wise Graph Convolutional Network for Heterophilic Graphs

Enyan Dai, Shijie Zhou, Zhimeng Guo, Suhang Wang

Abstract: Graph Neural Networks (GNNs) have achieved remarkable performance in modeling graphs for various applications. However, most existing GNNs assume the graphs exhibit strong homophily in node labels,...