Author

Neelam Akula

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Jul 2026

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

The CoTask Score (CTS) is introduced to summarize joint NC+LP utility when a shared encoder must serve both tasks, and it is shown that simple dataset statistics can guide mechanism choice and help avoid negative transfer.

Neelam Akula, Surbhi Kumar, Murat Kantarcioglu et al. · arXiv.org · 0 citations