DataFunTalk
Jul 7, 2021 · Artificial Intelligence
Robust Graph Representation Learning via Neural Sparsification
NeuralSparse is a supervised graph sparsification framework that removes task-irrelevant edges to improve GNN generalization, combining a sparsification network with downstream GNN training, and demonstrates superior performance across multiple graph benchmarks compared to random edge dropping and other sparsification methods.
Edge PruningGraph RepresentationNeural Sparsification
0 likes · 8 min read