activity
20122020
most citedFederated Learning with Differential Privacy: Algorithms and Performance Analysis

88 citations · 97 across the 7 of their papers we have counts for

collaborators

7 papers

eess.SP2020

Achieving Global Optimality for Joint Source and Relay Beamforming Design in Two-Hop Relay Channels

Hongying Tang, Wen Chen, Jun Li +1

This paper deals with joint source and relay beamforming (BF) design for an amplify-and-forward (AF) multi-antenna multirelay network. Considering that the channel state informatio…

eess.SP2020

Robust Joint Source-Relay-Destination Design Under Per-antenna Power Constraints

Hongying Tang, Wen Chen, Jun Li

This paper deals with joint source-relay-destination beamforming (BF) design for an amplify-and-forward (AF) relay network. Considering the channel state information (CSI) from the…

eess.SP2020

Achieving Optimality in Robust Joint Optimization of Linear Transceiver Design

Hongying Tang, Wen Chen, Jun Li

This paper presents new results on linear transceiver designs in a multiple-input-multiple-output (MIMO) link. By considering the minimal total mean-square error (MSE) criterion, w…

eess.SP20206 cited

UAV-Enabled Confidential Data Collection in Wireless Networks

Xiaobo Zhou, Shihao Yan, Min Li +2

This work, for the first time, considers confidential data collection in the context of unmanned aerial vehicle (UAV) wireless networks, where the scheduled ground sensor node (SN)…

cs.LG201988 cited

Federated Learning with Differential Privacy: Algorithms and Performance Analysis

Kang Wei, Jun Li, Ming Ding +6

In this paper, to effectively prevent information leakage, we propose a novel framework based on the concept of differential privacy (DP), in which artificial noises are added to t…

cs.NI20191 cited

Bandwidth Slicing to Boost Federated Learning in Edge Computing

Jun Li, Xiaoman Shen, Lei Chen +1

Bandwidth slicing is introduced to support federated learning in edge computing to assure low communication delay for training traffic. Results reveal that bandwidth slicing signif…