Arindam Chowdhury

GIST: Distributed Training for Large-Scale Graph Convolutional Networks

2021 · arXiv (Cornell University)

The graph convolutional network (GCN) is a go-to solution for machine learning on graphs, but its training is notoriously difficult to scale both in terms of graph size and the number of model parameters. Although …