Community-based Layerwise Distributed Training of Graph Convolutional Networks

Hongyi Li, Junxiang Wang, Yongchao Wang +2

The Graph Convolutional Network (GCN) has been successfully applied to many graph-based applications. Training a large-scale GCN model, however, is still challenging: Due to the no…