9 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.SI2024
P4GCN: Vertical Federated Social Recommendation with Privacy-Preserving Two-Party Graph Convolution Network
Zheng Wang, Wanwan Wang, Yimin Huang +5
In recent years, graph neural networks (GNNs) have been commonly utilized for social recommendation systems. However, real-world scenarios often present challenges related to user…
cs.LG2022★ 9 cited
EFMVFL: An Efficient and Flexible Multi-party Vertical Federated Learning without a Third Party
Yimin Huang, Xinyu Feng, Wanwan Wang +3
Federated learning allows multiple participants to conduct joint modeling without disclosing their local data. Vertical federated learning (VFL) handles the situation where partici…