most citedA Survey on Vertical Federated Learning: From a Layered Perspective

9 citations · 9 across the 3 of their papers we have counts for

collaborators

3 papers

math.CO2023

Linear saturation numbers of Berge- and Berge-

Changxin Wang, Junxue Zhang

The linear saturation number (linear extremal number ) of is the minimum (maximum) number of hyperedges of an…

cs.LG2023★ 9 cited

A Survey on Vertical Federated Learning: From a Layered Perspective

Liu Yang, Di Chai, Junxue Zhang +6

Vertical federated learning (VFL) is a promising category of federated learning for the scenario where data is vertically partitioned and distributed among parties. VFL enriches th…

cs.CR2022

Secure Forward Aggregation for Vertical Federated Neural Networks

Shuowei Cai, Di Chai, Liu Yang +5

Vertical federated learning (VFL) is attracting much attention because it enables cross-silo data cooperation in a privacy-preserving manner. While most research works in VFL focus…