Subsampling Graphs with GNN Performance Guarantees
How can we subsample graph data so that a graph neural network (GNN) trained on the subsample achieves performance comparable to training on the full dataset? This question is of fundamental interest, as smaller datasets reduce labeling costs, storage req...
paper address：https://arxiv.org/