Changxin Liu
University of Victoria
H-index: 12
North America-Canada
Top articles of Changxin Liu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A continuous-time violation-free multi-agent optimization algorithm and its applications to safe distributed control | arXiv preprint arXiv:2404.07571 | Xiao Tan Changxin Liu Karl H Johansson Dimos V Dimarogonas | 2024/4/11 |
Distributed empirical risk minimization with differential privacy | Automatica | Changxin Liu Karl H Johansson Yang Shi | 2024/4/1 |
Enhancing Privacy in Federated Learning through Local Training | arXiv preprint arXiv:2403.17572 | Nicola Bastianello Changxin Liu Karl H Johansson | 2024/3/26 |
Near-Optimal Resilient Aggregation Rules for Distributed Learning Using 1-Center and 1-Mean Clustering with Outliers | Proceedings of the AAAI Conference on Artificial Intelligence | Yuhao Yi Ronghui You Hong Liu Changxin Liu Yuan Wang | 2024/3/24 |
A Robust Distributed MPC Framework for Multi-Agent Consensus With Communication Delays | IEEE Transactions on Automatic Control | Henglai Wei Changxin Liu Yang Shi | 2024/4/16 |
Achieving violation-free distributed optimization under coupling constraints | arXiv preprint arXiv:2404.07609 | Changxin Liu Xiao Tan Xuyang Wu Dimos V Dimarogonas Karl H Johansson | 2024/4/11 |
Resilient distributed optimization under mobile malicious attacks | IFAC-PapersOnLine | Yuan Wang Changxin Liu Hideaki Ishii Karl Henrik Johansson | 2023/1/1 |
Asynchronous Distributed Optimization with Delay-free Parameters | arXiv preprint arXiv:2312.06508 | Xuyang Wu Changxin Liu Sindri Magnusson Mikael Johansson | 2023/12/11 |
Rate analysis of dual averaging for nonconvex distributed optimization | IFAC-PapersOnLine | Changxin Liu Xuyang Wu Xinlei Yi Yang Shi Karl H Johansson | 2023/1/1 |
Constrained Optimization with Decision-Dependent Distributions | arXiv preprint arXiv:2310.02384 | Zifan Wang Changxin Liu Thomas Parisini Michael M Zavlanos Karl H Johansson | 2023/10/3 |
Delay-agnostic asynchronous coordinate update algorithm | Xuyang Wu Changxin Liu Sindri Magnusson Mikael Johansson | 2023/5/15 | |
Differentially private set-based estimation using zonotopes | Mohammed M Dawoud Changxin Liu Amr Alanwar Karl H Johansson | 2023/6/13 | |
Secure state estimation against sparse attacks on a time-varying set of sensors | IFAC-PapersOnLine | Zishuo Li Muhammad Umar B Niazi Changxin Liu Yilin Mo Karl H Johansson | 2023/1/1 |
Delay-agnostic asynchronous distributed optimization | Xuyang Wu Changxin Liu Sindri Magnusson Mikael Johansson | 2023/12/13 | |
Self-triggered adaptive model predictive control of constrained nonlinear systems: A min–max approach | Automatica | Kunwu Zhang Changxin Liu Yang Shi | 2022/8/1 |
Improving Fairness for Data Valuation in Horizontal Federated Learning | Zhenan Fan Huang Fang Zirui Zhou Jian Pei Michael P Friedlander | 2022/5/9 | |
Accelerated dual averaging methods for decentralized constrained optimization | IEEE Transactions on Automatic Control | Changxin Liu Yang Shi Huiping Li Wenli Du | 2022/5/6 |
Robust Risk-Aware Model Predictive Control of Linear Systems with Bounded Disturbances | Yulong Gao Changxin Liu Karl H Johansson | 2022/12/6 | |
Decentralized composite optimization in stochastic networks: A dual averaging approach with linear convergence | IEEE Transactions on Automatic Control | Changxin Liu Zirui Zhou Jian Pei Yong Zhang Yang Shi | 2022/9/27 |
Private Stochastic Dual Averaging for Decentralized Empirical Risk Minimization | IFAC-PapersOnLine | Changxin Liu Karl H Johansson Yang Shi | 2022/1/1 |
Co-Authors
