RapidGNN: Energy and Communication-Efficient Distributed Training on Large-Scale Graph Neural Networks

Arefin Niam, Tevfik Kosar, M S Q Zulkar Nine

Graph Neural Networks (GNNs) have become popular across a diverse set of tasks in exploring structural relationships between entities. However, due to the highly connected structur…