Degree-based stratification of nodes in Graph Neural Networks

Ameen Ali, Hakan Cevikalp, Lior Wolf

Despite much research, Graph Neural Networks (GNNs) still do not display the favorable scaling properties of other deep neural networks such as Convolutional Neural Networks and Tr…