CoRe-GNN: Multilevel Message passing on Coarsened graphs

Antonin Joly, Nicolas Keriven, Aline Roumy

Training Graph Neural Networks on large graphs is challenged by the memory cost of storing all node representations across layers. We show that several existing scalable approaches…