Consensus-based Distributed Optimization in Multi-agent Systems: Convergence and Differential Privacy. - Tie Ding; Shanying Zhu; Jianping He 001; Cailian Chen; Xinping Guan (CDC, 2018)

A Convergence-preserving Data Integrity Attack on Distributed Optimization Using Local Information. - Tie Ding; Qianwen Xu 001; Shanying Zhu; Xinping Guan (CDC, 2020)

Differentially Private Distributed Resource Allocation via Deviation Tracking. - Tie Ding; Shanying Zhu; Cailian Chen; Jinming Xu 002; Xinping Guan (IEEE Trans. Signal Inf. Process. over Networks, 2021)

Differentially Private Distributed Optimization via State and Direction Perturbation in Multiagent Systems. - Tie Ding; Shanying Zhu; Jianping He 001; Cailian Chen; Xinping Guan (IEEE Trans. Autom. Control., 2022)