Beyond Localized Graph Neural Networks: An Attributed Motif Regularization Framework

Aravind Sankar, Junting Wang, Adit Krishnan +1

We present InfoMotif, a new semi-supervised, motif-regularized, learning framework over graphs. We overcome two key limitations of message passing in popular graph neural networks…