Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training Data

Qi Zhu, Natalia Ponomareva, Jiawei Han +1

There has been a recent surge of interest in designing Graph Neural Networks (GNNs) for semi-supervised learning tasks. Unfortunately this work has assumed that the nodes labeled f…