UIL aligns class-level graphons across environments plus representation-level invariance, improving OOD graph classification accuracy, but the convergence-to-minimal-stable-features proof is not valid as written.
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A Unified Invariant Learning Framework for Graph Classification
UIL aligns class-level graphons across environments plus representation-level invariance, improving OOD graph classification accuracy, but the convergence-to-minimal-stable-features proof is not valid as written.