Jiansheng Yang

Dissecting the Diffusion Process in Linear Graph Convolutional Networks

2021 · arXiv (Cornell University)

Graph Convolutional Networks (GCNs) have attracted more and more attentions in recent years. A typical GCN layer consists of a linear feature propagation step and a nonlinear transformation step. Recent works show that a linear …