Graph Neural Networks Need Cluster-Normalize-Activate Modules

Arseny Skryagin, Felix Divo, Mohammad Amin Ali +2

Graph Neural Networks (GNNs) are non-Euclidean deep learning models for graph-structured data. Despite their successful and diverse applications, oversmoothing prohibits deep archi…