Generalizing Graph Neural Networks on Out-Of-Distribution Graphs

Shaohua Fan, Xiao Wang, Chuan Shi +2

Graph Neural Networks (GNNs) are proposed without considering the agnostic distribution shifts between training and testing graphs, inducing the degeneration of the generalization…