FIT-GNN: Faster Inference Time for GNNs that 'FIT' in Memory Using Coarsening

Shubhajit Roy, Hrriday Ruparel, Kishan Ved +1

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 sma…