Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method

Fuli Feng, Weiran Huang, Xiangnan He +3

Graph Convolutional Network (GCN) is an emerging technique for information retrieval (IR) applications. While GCN assumes the homophily property of a graph, real-world graphs are n…