Link Prediction with Physics-Inspired Graph Neural Networks

Andrea Giuseppe Di Francesco, Francesco Caso, Maria Sofia Bucarelli +1

The message-passing mechanism underlying Graph Neural Networks (GNNs) is not naturally suited for heterophilic datasets, where adjacent nodes often have different labels. Most solu…