Communication-Efficient Graph Neural Networks with Probabilistic Neighborhood Expansion Analysis and Caching

Tim Kaler, Alexandros-Stavros Iliopoulos, Philip Murzynowski +3

Training and inference with graph neural networks (GNNs) on massive graphs has been actively studied since the inception of GNNs, owing to the widespread use and success of GNNs in…