Revisiting the Necessity of Graph Learning and Common Graph Benchmarks

Isay Katsman, Ethan Lou, Anna Gilbert

Graph machine learning has enjoyed a meteoric rise in popularity since the introduction of deep learning in graph contexts. This is no surprise due to the ubiquity of graph data in…