A Theoretical Formulation of Many-body Message Passing Neural Networks

Jiatong Han

We present many-body Message Passing Neural Network (MPNN) framework that models higher-order node interactions ($\ge 2$ nodes). We model higher-order terms as tree-shaped motifs,…