Heterophilic Graph Neural Networks Optimization with Causal Message-passing

Botao Wang, Jia Li, Heng Chang +2

In this work, we discover that causal inference provides a promising approach to capture heterophilic message-passing in Graph Neural Network (GNN). By leveraging cause-effect anal…