Ronak Kalvani

Is Graph Unlearning Ready for Practice? A Benchmark on Efficiency, Utility, and Forgetting

Graph Neural Networks (\textsc{Gnn}s) are increasingly being deployed in sensitive, user-centric applications where regulations such as the GDPR mandate the ability to remove data upon request. This has spurred interest in graph unlearning, the task of removing the influence of specific training dat…