most citedAdaptive Message Quantization and Parallelization for Distributed Full-graph GNN Training

2 citations · 2 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2023★ 2 cited

Adaptive Message Quantization and Parallelization for Distributed Full-graph GNN Training

Borui Wan, Juntao Zhao, Chuan Wu

Distributed full-graph training of Graph Neural Networks (GNNs) over large graphs is bandwidth-demanding and time-consuming. Frequent exchanges of node features, embeddings and emb…