刘帅照片

刘帅副研究员数学学院硕士生导师;博士生导师

研究方向:复杂系统控制、滤波与优化; 数据驱动控制; 强化学习

办公室:卓越楼 816 室 邮箱:shuai.liu@usst.edu.cn 更新时间:2026-06-02

Liu ShuaiAssociate ResearcherSchool of MathematicsMaster's Supervisor; Doctoral Supervisor

Research: Complex system collaborative control; optimization; data-driven control; reinforcement learning

Office: Room 816, Zhuoyue Building | Email: shuai.liu@usst.edu.cn | Last updated: 2026-06-02

教育背景与工作经历

教育背景

  • 2007 年 - 2011 年 鲁东大学 数学与应用数学专业 学士
  • 2011 年 - 2014 年 上海理工大学 应用数学专业 硕士
  • 2014 年 - 2018 年 上海理工大学 系统分析与集成专业 博士

工作经历

  • 2021 年 - 至今 上海理工大学 副研究员
  • 2018 年 - 2021 年 上海理工大学 博士后
  • 2017 年 - 2018 年 英国布鲁奈尔大学 访问学者

科研项目

  • 科研项目:以项目负责人身份主持国家自然科学基金青年项目、面上项目,上海市自然科学基金面上项目及中国博士后科学基金面上项目;入选2025年度上海市东方英才青年项目、2018年度博士后创新人才支持计划、上海市超级博士后激励计划。
  • 科研获奖:上海市自然科学二等奖、中国自动化学会自然科学二等奖

代表性论著

  • 1. Wu Haifeng, Liu Shuai, Wang Licheng. Cluster synchronization of complex dynamic networks under pinning control via a limited capacity communication channel. Nonlinear Analysis-Hybrid Systems, 2025, 55: 101547.
  • 2. Zheng Shanshan, Liu Shuai, Wang Licheng. Model-free adaptive control for nonlinear multi-agent systems under constrained bit rate: an encoding-decoding mechanism. International Journal of Robust and Nonlinear Control, 2025, 35(13):5600-5610.
  • 3. Zheng Shanshan, Liu Shuai, Wang Licheng. Event-triggered distributed optimization for model-free multi-agent systems. Frontiers of Information Technology & Electronic Engineering, 2024, 25(2): 214-224.
  • 4. Fu Miaomiao, Liu Shuai. Event-based joint estimation for unknown inputs and states: A distributed recursive filtering method. International Journal of Robust and Nonlinear Control, 2023, 33(17): 10742-10763.
  • 5. Liu Shuai, Wei Guoliang. Finite-horizon H-infinity filtering via a high-rate network with the FlexRay protocol. IEEE Transactions on Automatic Control, 2023, 68(6): 3596-3603.
  • 6. Luo Qi, Liu Shuai. Privacy-preserved distributed optimization for multi-agent systems with antagonistic interactions. IEEE Transactions on Circuits and Systems I-Regular Papers, 2023, 70(3): 1350-1360.
  • 7. Zhao Di, Liu Shuai, Wang Zidong, Han Qing-Long, Wei Guoliang. PID tracking control under multiple description encoding mechanisms. IEEE Transactions on Systems Man Cybernetics-Systems, 2023, 53(11): 7025-7037.
  • 8. Zhao Xiaoxiao, Liu Shuai. Distributed recursive filtering for multi-rate nonlinear systems under the Round-Robin scheduling. Nonlinear Dynamics, 2022, 107(1): 939-952.
  • 9. Liu Shuai, Tian Engang, Zhao Xiaoxiao, Wei Guoliang. Distributed recursive filtering under random access protocols: A multirate strategy. International Journal of Robust and Nonlinear Control, 2022, 32(12): 7132-7148.
  • 10. Xu Tianlin, Liu Shuai, Wei Guoliang. Event-based finite-time H-infinity synchronization control for switched complex networks with average dwell time. International Journal of Robust and Nonlinear Control, 2022, 32(6): 3923-3943.
  • 11. Liu Shuai, Wei Guoliang, Wang Zidong, Wang Licheng. H-infinity pinning control of complex dynamical networks under dynamic quantization effects: A coupled backward Riccati equation approach. IEEE Transactions on Cybernetics, 2022, 52(8): 7377-7387.
  • 12. Liu Shuai, Wei Guoliang, Wang Zidong, Wang Licheng. Recursive set-membership state estimation over a FlexRay network. IEEE Transactions on Systems Man Cybernetics-Systems, 2022, 52(6): 3591-3601.
  • 13. Liu Shuai, Xu Tianlin, Tian Engang. Event-based pinning synchronization control for time-delayed complex dynamical networks: the finite-time boundedness. IEEE Transactions on Signal and Information Processing over Networks, 2021, 7: 730-739.
  • 14. Liu Shuai, Wang Zidong, Shen Bo, Wei Guoliang. Partial-neurons-based state estimation for delayed neural networks with state-dependent noises under redundant channels. Information Sciences, 2021, 547: 931-944.
  • 15. Liu Shuai, Wang Zidong, Chen Yun, Wei Guoliang. Protocol-based unscented Kalman filtering in the presence of stochastic uncertainties. IEEE Transactions on Automatic Control, 2020, 65(3): 1303-1309.
  • 16. Liu Shuai, Wang Zidong, Wei Guoliang, Li Maozhen. Distributed set-membership filtering for multi-rate systems under the Round-Robin scheduling over sensor networks. IEEE Transactions on Cybernetics, 2020, 50(5): 1910-1920.
  • 17. Liu Shuai, Wang Zidong, Chen Yun, Wei Guoliang. Dynamic event-based state estimation for delayed artificial neural networks with multiplicative noises: A gain-scheduled approach. Neural Networks, 2020, 132: 211-219.
  • 18. Wei Guoliang, Liu Shuai, Song Yan, Liu Yurong. Probability-guaranteed set-membership filtering for systems with incomplete measurements. Automatica, 2015, 60, 12-16.

主讲课程

  • 高等数学; 随机控制; 机器学习; 统计学习基础

荣誉、学术兼职与社会服务

荣誉与社会服务

  • 2022 年获上海理工大学青年教师培养计划 “ 志远学者 ” 称号

学术兼职

  • 亚洲控制学会元系统与元控制专委会委员等

Education & Work Experience

Education

  • 2007 - 2011 Bachelor, Mathematics and Applied Mathematics, Ludong University
  • 2011 - 2014 Master, Applied Mathematics, University of Shanghai for Science and Technology
  • 2014 - 2018 Doctor, System Analysis and Integration, University of Shanghai for Science and Technology

Work Experience

  • 2021 - present Associate Research Fellow, University of Shanghai for Science and Technology
  • 2018 - 2021 Postdoctoral Fellow, University of Shanghai for Science and Technology
  • 2017 - 2018 Visiting Scholar, Brunel University London, UK

Research Projects

  • 【Research Projects】As Principal Investigator (PI), has led projects including the Young Scientist Fund and General Program of the National Natural Science Foundation of China (NSFC), the General Program of the Shanghai Natural Science Foundation, and the General Program of the China Postdoctoral Science Foundation. Selected for the 2025 Shanghai Eastern Talent Youth Program, 2018 Postdoctoral Innovative Talent Support Program, Shanghai Super Postdoctoral Incentive Program.
  • 【Research Awards】Second Prize of Shanghai Natural Science Award; Second Prize of Natural Science Award of the Chinese Association of Automation

Selected Publications

  • 1. Wu Haifeng, Liu Shuai, Wang Licheng. Cluster synchronization of complex dynamic networks under pinning control via a limited capacity communication channel. Nonlinear Analysis-Hybrid Systems, 2025, 55: 101547.
  • 2. Zheng Shanshan, Liu Shuai, Wang Licheng. Model-free adaptive control for nonlinear multi-agent systems under constrained bit rate: an encoding-decoding mechanism. International Journal of Robust and Nonlinear Control, 2025, 35(13):5600-5610.
  • 3. Zheng Shanshan, Liu Shuai, Wang Licheng. Event-triggered distributed optimization for model-free multi-agent systems. Frontiers of Information Technology & Electronic Engineering, 2024, 25(2): 214-224.
  • 4. Fu Miaomiao, Liu Shuai. Event-based joint estimation for unknown inputs and states: A distributed recursive filtering method. International Journal of Robust and Nonlinear Control, 2023, 33(17): 10742-10763.
  • 5. Liu Shuai, Wei Guoliang. Finite-horizon H-infinity filtering via a high-rate network with the FlexRay protocol. IEEE Transactions on Automatic Control, 2023, 68(6): 3596-3603.
  • 6. Luo Qi, Liu Shuai. Privacy-preserved distributed optimization for multi-agent systems with antagonistic interactions. IEEE Transactions on Circuits and Systems I-Regular Papers, 2023, 70(3): 1350-1360.
  • 7. Zhao Di, Liu Shuai, Wang Zidong, Han Qing-Long, Wei Guoliang. PID tracking control under multiple description encoding mechanisms. IEEE Transactions on Systems Man Cybernetics-Systems, 2023, 53(11): 7025-7037.
  • 8. Zhao Xiaoxiao, Liu Shuai. Distributed recursive filtering for multi-rate nonlinear systems under the Round-Robin scheduling. Nonlinear Dynamics, 2022, 107(1): 939-952.
  • 9. Liu Shuai, Tian Engang, Zhao Xiaoxiao, Wei Guoliang. Distributed recursive filtering under random access protocols: A multirate strategy. International Journal of Robust and Nonlinear Control, 2022, 32(12): 7132-7148.
  • 10. Xu Tianlin, Liu Shuai, Wei Guoliang. Event-based finite-time H-infinity synchronization control for switched complex networks with average dwell time. International Journal of Robust and Nonlinear Control, 2022, 32(6): 3923-3943.
  • 11. Liu Shuai, Wei Guoliang, Wang Zidong, Wang Licheng. H-infinity pinning control of complex dynamical networks under dynamic quantization effects: A coupled backward Riccati equation approach. IEEE Transactions on Cybernetics, 2022, 52(8): 7377-7387.
  • 12. Liu Shuai, Wei Guoliang, Wang Zidong, Wang Licheng. Recursive set-membership state estimation over a FlexRay network. IEEE Transactions on Systems Man Cybernetics-Systems, 2022, 52(6): 3591-3601.
  • 13. Liu Shuai, Xu Tianlin, Tian Engang. Event-based pinning synchronization control for time-delayed complex dynamical networks: the finite-time boundedness. IEEE Transactions on Signal and Information Processing over Networks, 2021, 7: 730-739.
  • 14. Liu Shuai, Wang Zidong, Shen Bo, Wei Guoliang. Partial-neurons-based state estimation for delayed neural networks with state-dependent noises under redundant channels. Information Sciences, 2021, 547: 931-944.
  • 15. Liu Shuai, Wang Zidong, Chen Yun, Wei Guoliang. Protocol-based unscented Kalman filtering in the presence of stochastic uncertainties. IEEE Transactions on Automatic Control, 2020, 65(3): 1303-1309.
  • 16. Liu Shuai, Wang Zidong, Wei Guoliang, Li Maozhen. Distributed set-membership filtering for multi-rate systems under the Round-Robin scheduling over sensor networks. IEEE Transactions on Cybernetics, 2020, 50(5): 1910-1920.
  • 17. Liu Shuai, Wang Zidong, Chen Yun, Wei Guoliang. Dynamic event-based state estimation for delayed artificial neural networks with multiplicative noises: A gain-scheduled approach. Neural Networks, 2020, 132: 211-219.
  • 18. Wei Guoliang, Liu Shuai, Song Yan, Liu Yurong. Probability-guaranteed set-membership filtering for systems with incomplete measurements. Automatica, 2015, 60, 12-16.

Courses

  • Advanced Mathematics; Stochastic Control; Machine Learning; Elements of Statistical Learning

Honors, Academic Service and Social Service

Honors and Service

  • "Zhiyuan Scholar" in the Young Teacher Training Program of University of Shanghai for Science and Technology in 2022

Academic Service

  • Member of the Special Committee on Meta-Systems and Meta-Control of the Asian Control Association, etc.