Simple GNN Regularisation for 3D Molecular Property Prediction & Beyond

Jonathan Godwin, Michael Schaarschmidt, Alexander Gaunt +5

In this paper we show that simple noise regularisation can be an effective way to address GNN oversmoothing. First we argue that regularisers addressing oversmoothing should both p…