Self-attention Dual Embedding for Graphs with Heterophily

Yurui Lai, Taiyan Zhang, Rui Fan

Graph Neural Networks (GNNs) have been highly successful for the node classification task. GNNs typically assume graphs are homophilic, i.e. neighboring nodes are likely to belong…