Graph Neural Networks Do Not Always Oversmooth

Bastian Epping, Alexandre René, Moritz Helias +1

Graph neural networks (GNNs) have emerged as powerful tools for processing relational data in applications. However, GNNs suffer from the problem of oversmoothing, the property tha…