Raising the Bar in Graph OOD Generalization: Invariant Learning Beyond Explicit Environment Modeling

Xu Shen, Yixin Liu, Yili Wang +5

Out-of-distribution (OOD) generalization has emerged as a critical challenge in graph learning, as real-world graph data often exhibit diverse and shifting environments that tradit…