Discovering Invariant Neighborhood Patterns for Heterophilic Graphs

Jinluan Yang, Ruihao Zhang, Zhengyu Chen +4

This paper studies the problem of distribution shifts on non-homophilous graphs Mosting existing graph neural network methods rely on the homophilous assumption that nodes from the…