FIT-GNN: Faster Inference Time for GNNs that ‘FIT’ in Memory Using Coarsening
arXiv:2410.15001v5 Announce Type: replace
Abstract: Scalability of Graph Neural Networks (GNNs) remains a significant challenge. To tackle this, methods like coarsening, condensation, and computation trees are used to train on a smaller graph, resulti…