GRAPES: Learning to Sample Graphs for Scalable Graph Neural Networks

Taraneh Younesian, Daniel Daza, Emile van Krieken +2

Graph neural networks (GNNs) learn to represent nodes by aggregating information from their neighbors. As GNNs increase in depth, their receptive field grows exponentially, leading…