An Empirical Study of Retrieval-enhanced Graph Neural Networks

Dingmin Wang, Shengchao Liu, Hanchen Wang +5

Graph Neural Networks (GNNs) are effective tools for graph representation learning. Most GNNs rely on a recursive neighborhood aggregation scheme, named message passing, thereby th…