Tracing the Propagation Path: A Flow Perspective of Representation Learning on Graphs

Menghan Wang, Kun Zhang, Gulin Li +2

Graph Convolutional Networks (GCNs) have gained significant developments in representation learning on graphs. However, current GCNs suffer from two common challenges: 1) GCNs are…