Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals

Tingting Dan, Jiaqi Ding, Ziquan Wei +4

Graph neural networks (GNNs) are widely used in domains like social networks and biological systems. However, the locality assumption of GNNs, which limits information exchange to…