RapidGNN: Communication Efficient Large-Scale Distributed Training of Graph Neural Networks

Arefin Niam, M S Q Zulkar Nine

Graph Neural Networks (GNNs) have achieved state-of-the-art (SOTA) performance in diverse domains. However, training GNNs on large-scale graphs poses significant challenges due to…