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

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

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…