PrunE prunes spurious edges with a size constraint and an epsilon-probability alignment, reporting state-of-the-art graph OOD results despite a weak theoretical analysis.
Sizeshiftreg: a regularization method for improving size-generalization in graph neural networks.Advances in Neural Information Processing Systems, 35:31871–31885, 2022
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Pruning Spurious Subgraphs for Graph Out-of-Distribution Generalization
PrunE prunes spurious edges with a size constraint and an epsilon-probability alignment, reporting state-of-the-art graph OOD results despite a weak theoretical analysis.