Utilizing Edge Features in Graph Neural Networks via Variational Information Maximization

Pengfei Chen, Weiwen Liu, Chang-Yu Hsieh +2

Graph Neural Networks (GNNs) achieve an impressive performance on structured graphs by recursively updating the representation vector of each node based on its neighbors, during wh…