Demystifying MPNNs: Message Passing as Merely Efficient Matrix Multiplication

Qin Jiang, Chengjia Wang, Michael Lones +1

While Graph Neural Networks (GNNs) have achieved remarkable success, their design largely relies on empirical intuition rather than theoretical understanding. In this paper, we pre…