Bundle Neural Networks for message diffusion on graphs

Jacob Bamberger, Federico Barbero, Xiaowen Dong +1

The dominant paradigm for learning on graph-structured data is message passing. Despite being a strong inductive bias, the local message passing mechanism suffers from pathological…