Identity-aware Graph Neural Networks

Jiaxuan You, Jonathan Gomes-Selman, Rex Ying +1

Message passing Graph Neural Networks (GNNs) provide a powerful modeling framework for relational data. However, the expressive power of existing GNNs is upper-bounded by the 1-Wei…