Understanding Heterophily for Graph Neural Networks

Junfu Wang, Yuanfang Guo, Liang Yang +1

Graphs with heterophily have been regarded as challenging scenarios for Graph Neural Networks (GNNs), where nodes are connected with dissimilar neighbors through various patterns.…