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cross-task transfer 1graph neural networks 1graph representation learning 1link prediction 1node classification 1transfer learning 1

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cs.LG2026

Same Graph Cross-Task Transfer in GNNs: Protocols and Predictors

Neelam Akula, Surbhi Kumar, Murat Kantarcioglu +1

The paper defines a clean evaluation protocol for transferring knowledge between node classification and link prediction on the same graph, shows that transfer is directionally dep…