Rethinking Graph Out-Of-Distribution Generalization: A Learnable Random Walk Perspective

Henan Sun, Xunkai Li, Lei Zhu +4

Out-Of-Distribution (OOD) generalization has gained increasing attentions for machine learning on graphs, as graph neural networks (GNNs) often exhibit performance degradation unde…