Semi-Supervised Learning on Graphs using Graph Neural Networks

Juntong Chen, Claire Donnat, Olga Klopp +1

Graph neural networks (GNNs) work remarkably well in semi-supervised node regression, yet a rigorous theory explaining when and why they succeed remains lacking. To address this ga…