Federated Graph Representation Learning using Self-Supervision

no code implementations • 27 Oct 2022 • Susheel Suresh, Danny Godbout, Arko Mukherjee, Mayank Shrivastava, Jennifer Neville, Pan Li

1. 7% gains compared to individual client specific self-supervised training and (2) we construct and introduce a new cross-silo dataset called Amazon Co-purchase Networks that have both the characteristics of the motivated problem setting.

Federated Learning Graph Representation Learning