2023
ACMP: Allen-Cahn Message Passing with Attractive and Repulsive Forces for Graph Neural Networks
ICLR 2023top-25%
Neural message passing is a basic feature extraction unit for graph-structured data considering neighboring node features in network propagation from one layer to the next. We model such process by an interacting particle system with attractive and repulsive forces and the Allen-Cahn force arising i…