Understanding and Resolving Performance Degradation in Graph Convolutional Networks

Kuangqi Zhou, Yanfei Dong, Kaixin Wang +4

A Graph Convolutional Network (GCN) stacks several layers and in each layer performs a PROPagation operation (PROP) and a TRANsformation operation (TRAN) for learning node represen…