Out-of-Distribution Generalization on Graphs via Progressive Inference

Yiming Xu, Bin Shi, Zhen Peng +3

The development and evaluation of graph neural networks (GNNs) generally follow the independent and identically distributed (i.i.d.) assumption. Yet this assumption is often untena…