The papers in this cooperative special issue are intended to address some of the main research challenges in Graph Signal Processing by presenting a collection of the latest advances in the domain.

Over-smoothing has emerged as a severe obstacle to node classification with message passing based graph convolutional networks (GCNs). Classification performance dramatically deteriorates for deep ...