Graph Neural Networks Use Graphs When They Shouldn't

Maya Bechler-Speicher, Ido Amos, Ran Gilad-Bachrach +1

Predictions over graphs play a crucial role in various domains, including social networks and medicine. Graph Neural Networks (GNNs) have emerged as the dominant approach for learn…