Neelam Akula

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

Many real-world graphs support multiple predictive tasks over the same underlying structure, creating an opportunity to reuse supervision across node classification (NC) and link prediction (LP). However, existing evaluations often rely on incompatible splits, observed-graph assumptions, and negativ…