Sarith Imaduwage

SkipPool: Improved Sparse Hierarchical Graph Pooling with Differentiable Exploration

Hierarchical pooling in conjunction with Graph Neural Networks (GNN) improves performance in graph classification tasks. Hierarchical pooling has to produce Multi-resolution representations while preserving graph-level information. One such hierarchical pooling is Standard-Sparse-Pooling (SSP). SSP…