OOD Generalization

Zero-shot Generalization of GNNs Over Distinct Attribute Domains

Inductive GNNs are able to generalize across graphs with the same set of node attributes. However, zero-shot generalization across …

Yangyi Shen, Jincheng Zhou, Beatrice Bevilacqua, Joshua Robinson, Charilaos Kanatsoulis, Jure Leskovec, Bruno Ribeiro