Sparse Decomposition of Graph Neural Networks

Yaochen Hu, Mai Zeng, Ge Zhang +4

Graph Neural Networks (GNN) exhibit superior performance in graph representation learning, but their inference cost can be high, due to an aggregation operation that can require a…