Should Graph Neural Networks Use Features, Edges, Or Both?

Lukas Faber, Yifan Lu, Roger Wattenhofer

Graph Neural Networks (GNNs) are the first choice for learning algorithms on graph data. GNNs promise to integrate (i) node features as well as (ii) edge information in an end-to-e…