Graph Neural Ordinary Differential Equations

Michael Poli, Stefano Massaroli, Junyoung Park +3

We introduce the framework of continuous--depth graph neural networks (GNNs). Graph neural ordinary differential equations (GDEs) are formalized as the counterpart to GNNs where th…