刘金良，教授，博士研究生导师，IEEE高级会员，中国自动化学会高级会员，江苏省高等学校优秀科技创新团队带头人。  连续入选2020-2024年爱思唯尔(Elsevier)中国高被引学者榜单; 入选2021-2025年斯坦福大学发布的“全球前2%顶尖科学家榜单”，入围 “终身科学影响力排行榜榜单（1960-2025）” ； IEEE Trans. on Intelligent Vehicles 副主编（Associate Editor ）.

近年来，主持国家自然科学基金4项，其中面上项目2项，青年项目和专项基金各1项；主持江苏省自然科学基金3项（省面上2项，省青年1项）。2014年江苏高校“青蓝工程”优秀青年骨干教师, 2015年江苏省“六大人才高峰”资助对象，2019年江苏高校“青蓝工程”中青年学术带头人, 2020年度江苏省优秀硕士学位论文指导教师.

研究方向：强化学习、网络化系统优化、网络安全、隐私保护、无人系统等。

欢迎报考计算机科学与技术、信息安全、电子信息的硕博士研究生提前与我联系 (liujinliang@vip.163.com)。

主持项目：

1.基于事件触发和通信协议的信息物理系统安全控制(项目编号: 62373252), 国家自然科学基金(面上项目), 主持, 2024.01-2027.12.

2.基于复杂攻击和事件触发的网络化多传感器系统安全控制研究(项目编号:61973152), 国家自然科学基金(面上项目), 主持, 2020.01-2023.12.

3.事件驱动下网络化非线性系统分析与控制(项目编号:61403185), 国家自然科学基金(青年基金), 主持, 2015.01-2017.12.

4.非线性随机时滞系统的控制问题研究及应用(项目编号:11226240), 国家自然科学基金(天元基金), 主持, 2013.01-2013.12.

5.通信约束下网络化多传感器系统安全控制研究(项目编号: BK20211290), 江苏省自然科学基金(面上项目) , 主持, 2021.07-2024.06.

6.基于混合驱动和随机网络攻击的复杂动态系统稳定、控制及应用研究(项目编号: BK20171481), 江苏省自然科学基金(面上项目), 主持, 2017.07-2020.06.

7.基于事件触发的非线性网络控制系统关键技术研究(项目编号:BK2012469), 江苏省自然科学基金(青年项目), 主持, 2012.07-2015.09.

8.网络环境下大数据安全融合关键技术研究及其应用(项目编号:19KJA510005), 江苏省属高校自然科学研究重大项目, 主持, 2019.09-2022.08.

9.网络环境下粮食安全信息检测与控制问题研究(项目编号:15KJA120001), 江苏省属高校自然科学研究重大项目, 主持, 2015.07-2018.07.

10.基于自适应事件触发的网络化非线性系统控制方法研究(项目编号:2014M561558), 中国博士后科学基金第56批面上资助, 主持, 2014.07-2016.06.

11.基于自适应事件触发机制的网络控制系统建模与控制综合研究(A类资助, 项目编号:1401005A), 江苏省博士后科研资助计划, 主持, 2014.07-2016.06.

12.事件驱动下网络控制系统关键技术研究及其应用(项目编号:2015-DZXX-021), 2015年度江苏省“六大人才高峰”资助项目, 主持, 2016.01-2018.12.

代表性论文 (*通讯作者)

[1] Jinliang Liu, Zihan Zhang, Engang Tian, Chen Peng, Jinde Cao, Tingwen Huang, Reinforcement learning-based formation control for uncrewed surface vehicles under aperiodic DoS attacks: a stackelberg-nash game approach, IEEE Transactions on Cybernetics, doi:10.1109/TCYB.2026.3674952

[2] Jinliang Liu, Zihao Liu, Yan Li, Engang Tian, Chen Peng, Privacy-protected formation control for unmanned surface vehicles: a neural predictor-based noncooperative game framework, IEEE Transactions on Vehicular Technology, doi:10.1109/TVT.2026.3651837

[3] Jinliang Liu, Bin Lv, Meng Yang, Engang Tian, Chen Peng, Tingwen Huang, Model-based actor-critic learning for secure tracking control of vehicle systems with a dynamic event-triggered mechanism, IEEE Transactions on Systems Man Cybernetics-Systems, doi:10.1109/TSMC.2026.3688583

[4] Meng Yang, Lijuan Zha, Jinliang Liu*, Xiangpeng Xie, Engang Tian, Observer-based periodic memory-event-triggered tracking control for networked autonomous vehicles with deception attacks and disturbance, IEEE Transactions on Vehicular Technology, doi:10.1109/TVT.2026.3685672

[5] Jian Liu, Luhao Jin, Jinliang Liu*, Engang Tian, Encoding-decoding-enabled non-fragile secure control for nonlinear NCSs under cyber attacks, IEEE Transactions on Systems Man Cybernetics-Systems, doi:10.1109/TSMC.2026.3701916

[6] Xiaoping Zhao, Jia Guo, Jinliang Liu*, Wenbin Huang, Game-theoretic and inverse reinforcement learning-based control for vehicle formation under DoS attacks, IEEE Internet of Things Journal, doi:10.1109/JIOT.2026.3710354

[7] Jinliang Liu, Enyu Ma, Lijuan Zha, Engang Tian, Distributed energy management for microgrids: when privacy preservation meets multiple mechanisms, IEEE Transactions on Consumer Electronics, vol.72, no.1, pp.1514-1523, 2026.

[8] Jinzhao Miao, Jinliang Liu*, Lijuan Zha, Engang Tian, Chen Peng, Distributed formation control for second-order nonlinear multiagent systems using predictor-based accelerated fuzzy learning, IEEE Transactions on Fuzzy Systems, vol.34, no.6, pp.1949-1960, 2026.

[9] Jinliang Liu, Shiming Mao, Lijuan Zha, Engang Tian, Chen Peng, Privacy-preserving and collision-free formation control for heterogeneous multiagent systems, IEEE Transactions on Consumer Electronics, vol.72, no.2, pp.4050-4057, 2026.

[10] Jian Liu, Shuailong Wang, Jinliang Liu*, Engang Tian, Chen Peng, Decentralized event-driven reliability control using reinforcement learning: a homomorphic encryption scheme, IEEE Transactions on Reliability, vol.75, pp.570-580, 2026.

[11] Jian Liu, Jingjing Xia, Lijuan Zha, Jinliang Liu*, Engang Tian, Event-triggered reliability control for fault tolerant tracking of nonlinear systems via adaptive dynamic programming, IEEE Transactions on Reliability, vol.75, pp.902-915, 2026.

[12] Yan Li, Ding Zhu, Lijuan Zha, Jinliang Liu*, Engang Tian, Dynamic learning-based optimal sliding mode control for fuzzy singularly perturbed systems with FDI attacks and communication constraints, IEEE Transactions on Systems Man Cybernetics-Systems, vol.56, no.5, pp.3150-3162, 2026.

[13] Xiaoping Zhao*, Junyao Ma, Jinliang Liu*, Lijuan Zha, RBFNN-based consensus control of vehicle platoon with an adaptive event-triggered mechanism under DoS attacks, IEEE Transactions on Vehicular Technology, vol.75, no,6, pp.9653-9663, 2026.

[14] Jinliang Liu, Lijuan Zha*, Wen Jiang, Engang Tian, Stabilization of uncertain parabolic PDE Systems under weighted try-once-discard protocol with actuator failures, IEEE Transactions on Industrial Informatics, vol.21, no.7, pp.5603-5611, 2025.

[15] Jinliang Liu, Jiahui Tang, Lijuan Zha, Engang Tian, Non-fragile filtering for discrete-time networked systems subject to fading measurements: an encryption and decryption scheme, IEEE/CAA Journal of Automatica Sinica, vol.12, no.12, pp.2618-2620, 2025.

[16] Yushun Tan, Jiajing Liu, Xiangpeng Xie, Engang Tian, Jinliang Liu*, Dynamic-memory event-triggered sliding-mode secure control for nonlinear semi-markov jump systems with stochastic cyber attacks, IEEE Transactions on Automation Science and Engineering, vol.22, pp.202-214, 2025.

[17] Lijuan Zha, Rongfei liao, Jinliang Liu*, Xiangpeng Xie, Engang Tian, Jinde Cao, Outlier-resistant distributed filtering over sensor networks under dynamic event-triggered schemes and DoS attacks, IEEE Transactions on Automation Science and Engineering, vol.22, pp.1152-1162, 2025.

[18] Yan Li, Lishuang Wei, Jinliang Liu*, Xiangpeng Xie, Engang Tian, Secure recursive state estimation for singularly perturbed discrete sequential systems under round-robin-like multichannel access policy, IEEE Transactions on Automation Science and Engineering, vol.22, pp.3719-3730, 2025.

[19] Jian Liu, Jiachen Ke, Jinliang Liu*, Xiangpeng Xie, Engang Tian, Reinforcement learning-boosted event-triggered reliability control for uncertain CSTR system with asymmetric constraints, IEEE Transactions on Reliability, vol.74, no.1, pp.2069-2081, 2025.

[20] Jian Liu, Shuailong Wang, Lijuan Zha, Jinliang Liu* and Engang Tian, An encoding-based privacy-preserving security control strategy under stealthy attacks, IEEE Transactions on Industrial Cyber-Physical Systems, vol.3, pp.208-217, 2025.

[21] Lijuan Zha, Jinzhao Miao, Jinliang Liu*, Engang Tian, Chen Peng, Privacy-preserving distributed estimation over sensor networks with multi-strategy injection attacks: a chaotic encryption scheme, IEEE Transactions on Systems Man Cybernetics-Systems, vol.55, no.7, pp.4969-4978, 2025.

[22] Lijuan Zha, Tao Huang, Jinliang Liu*, Engang Tian, Xiangpeng Xie, Chen Peng, Secure state estimation for interval type-2 fuzzy systems with FDI attacks and event-triggered WTOD protocol, IEEE Transactions on Systems Man Cybernetics-Systems, vol.55, no.8, pp.5320-5331, 2025.

[23] Yan Li, Min Gao, Lijuan Zha, Jinliang Liu*, Engang Tian, Chen Peng, Secure observer-based H-infinity synchronization for singularly perturbed multiweighted complex networks with stochastic, IEEE Transactions on Signal and Information Processing over Networks, vol.11, pp.767-779, 2025.

[24] Lijuan Zha, Jinzhao Miao, Jinliang Liu*, Engang Tian, Chen Peng, Data-driven decentralized resilient control for large-scale systems under DoS attacks, IEEE Transactions on Consumer Electronics, vol.71, no.2, pp.5310-5320, 2025.

[25] Lijuan Zha, Jinzhao Miao, Jinliang Liu*, Engang Tian, Chen Peng, Neural predictor-based formation control for unmanned surface vehicles under aperiodic DoS attacks: a noncooperative game approach, IEEE Transactions on Vehicular Technology, vol.74, no.10, pp.15013-15025, 2025.

[26] Jinliang Liu, Yanhui Dong, Lijuan Zha, Xiangpeng Xie, Engang Tian, Reinforcement learning-based tracking control for networked control systems with DoS attacks, IEEE Transactions on Information Forensics and Security, vol.19, pp.4188-4197, 2024.

[27] Jinliang Liu, Enyu Gong, Lijuan Zha, Engang Tian, Xiangpeng Xie, Interval type-2 fuzzy-model-based filtering for nonlinear systems with event-triggering weighted try-once-discard protocol and cyberattacks, IEEE Transactions on Fuzzy Systems, vol.32, no.3, pp.721-732, 2024.

[28] Jinliang Liu, Nan Zhang, Lijuan Zha, Xiangpeng Xie, Engang Tian, Reinforcement learning based decentralized control for networked interconnected systems with communication and control constraints, IEEE Transactions on Automation Science and Engineering, vol.21, no.3, pp.4674-4685, 2024.

[29] Jian Liu, Jiachen Ke, Jinliang Liu*, Xiangpeng Xie, Engang Tian, Outlier-resistant non-fragile control of nonlinear networked systems under DoS attacks and multi-variable event-triggered SC protocol, IEEE Transactions on Information Forensics and Security, vol.19, pp.2609-2622, 2024.

[30] Lijuan Zha, Yaping Guo, Jinliang Liu*, Xiangpeng Xie, Engang Tian, Protocol-based distributed security fusion estimation for time-varying uncertain systems over sensor networks: tackling DoS attacks, IEEE Transactions on Signal and Information Processing over Networks, vol.10, pp.119-130, 2024.

[31] Jian Liu, Jiachen Ke, Jinliang Liu*, Xiangpeng Xie, Engang Tian, Secure Event-triggered control for IT-2 fuzzy networked systems with stochastic communication protocol and FDI attacks, IEEE Transactions on Fuzzy Systems, vol.32, no.3, pp.1167-1180, 2024.

[32] Lijuan Zha, Jinzhao Miao, Jinliang Liu*, Xiangpeng Xie, Engang Tian, Resilient recursive filter design for complex networks with event-triggering random access scheme and random coupling strengths, IEEE Systems Journal, vol.18, no.1, pp.725-736, 2024.

[33] Lijuan Zha, Jinzhao Miao, Jinliang Liu*, Xiangpeng Xie, Engang Tian, State estimation for delayed memristive neural networks with multichannel round-robin protocol and multimodal injection attacks, IEEE Transactions on Systems Man Cybernetics-Systems, vol.54, no.6, pp.3738-3748, 2024.

[34] Yan Li, Feiyu Song, Jinliang Liu*, Xiangpeng Xie, Engang Tian, Shumin Fei, Round-robin based synchronization control for discrete-time complex networks with probabilistic coupling delay and deception attacks, IEEE Transactions on Systems Man Cybernetics-Systems, vol.54, no.7, pp.4425-4436, 2024.

[35] Jian Liu, Jiachen Ke, Jinliang Liu*, Xiangpeng Xie, Engang Tian, Stochastic communication protocol-based security control for discrete-time networked systems using state observer, IEEE Transactions on Systems Man Cybernetics-Systems, vol.54, no.9, pp.5501-5512, 2024.

[36] Jian Liu, Shuailong Wang, Jinliang Liu*, Xiangpeng Xie, Engang Tian, FlexRay protocol-based event-triggered secure filtering for IT-2 fuzzy systems with fading measurements over high-rate communication networks: the finite-horizon case, IEEE Transactions on Systems Man Cybernetics-Systems, vol.54, no.10, pp.6055-6067, 2024.

[37] Jian Liu, Jiachen Ke, Jinliang Liu*, Xiangpeng Xie, Engang Tian, Jie Cao, Data-driven decentralized learning regulation for networked interconnected systems using generalized fuzzy hyperbolic models, IEEE Transactions on Fuzzy Systems, vol.32, no.10, pp.5737-5749, 2024.

[38] Jian Liu, Jiachen Ke, Jinliang Liu*, Xiangpeng Xie, Engang Tian, Event-driven intelligent dynamic positioning for networked unmanned marine vehicles within reinforcement learning framework, IEEE Transactions on Vehicular Technology, vol.73, no.10, pp.15669-15674, 2024.

[39] Lijuan Zha, Yaping Guo, Jinliang Liu*, Xiangpeng Xie, Engang Tian, Jinde Cao, Protocol-based distributed security fusion estimation for networked systems with unknown bounded noise under quantization, IEEE Transactions on Control of Network Systems, vol.11, no.4, pp.2139-2150, 2024.

[40] Jinliang Liu, Enyu Gong, Lijuan Zha, Xiangpeng Xie, Engang Tian, Outlier-resistant recursive security filtering for multirate networked systems under fading measurements and round-robin protocol, IEEE Transactions on Control of Network Systems, vol. 10, no.4, pp. 1962-1974, 2023.

[41] Jinliang Liu, Enyu Gong, Lijuan Zha, Engang Tian, Xiangpeng Xie, Observer-based security fuzzy control for nonlinear networked systems under weighted try-once-discard Protocol, IEEE Transactions on Fuzzy Systems, vol.31, no.11, pp.3853-3865, 2023.

[42] Jinliang Liu, Nan Zhang, Yan Li, Xiangpeng Xie, Engang Tian, Jinde Cao, Learning-based event-triggered tracking control for nonlinear networked control systems with unmatched disturbance, IEEE Transactions on Systems Man Cybernetics-Systems, vol.53, no.5, pp.3230-3240, 2023.

[43] Yan Li, Feiyu Song, Jinliang Liu*, Xiangpeng Xie, Engang Tian, Software defined event-triggering control for large-scale networked systems subject to stochastic cyber attacks, IEEE Transactions on Control of Network Systems, vol.10, no.3, pp.1531-1541, 2023.

[44] Yushun Tan, Ye Yuan, Xiangpeng Xie*, Engang Tian, Jinliang Liu*, Observer-based event-triggered control for interval type-2 fuzzy networked system with network attacks, IEEE Transactions on Fuzzy Systems, vol.31, no.8, pp.2788-2798, 2023.

[45] Yushun Tan, Jiajing Liu, Xiangpeng Xie, Engang Tian and Jinliang Liu*, Event-triggered sliding-mode control for fuzzy semi-Markovian jump systems with dead zone input and application to circuit systems, IEEE Transactions on Circuits and Systems-II: Express Briefs, vol.70, no.9, pp.3418-3423, 2023.

[46] Lijuan Zha, Rongfei Liao, Jinliang Liu*, Xiangpeng Xie, Engang Tian, Jinde Cao, Dynamic event-triggered output feedback control for networked systems subject to multiple cyber-attacks, IEEE Transactions on Cybernetics, vol.52, no.12, pp. 13800-13808, 2022.

[47] Jinliang Liu, Tingting Yin, Dong Yue, Hamid Reza Karimi, Jinde Cao, Event-based secure leader-following consensus control for multiagent systems with multiple cyber-attacks, IEEE Transactions on Cybernetics, vol.51, no.1, pp.162-173, 2021.

[48] Jinliang Liu, Zheng-guang Wu, Dong Yue, Ju H.Park, Stabilization of networked control systems with hybrid-driven mechanism and probabilistic cyber-attacks, IEEE Transactions on Systems Man Cybernetics-Systems, vol.51, no.2, pp.943-953, 2021.

[49] Jinliang Liu, Yuda Wang, Jinde Cao, Dong Yue, Xiangpeng Xie, Secure adaptive-event-triggered filter design with input constraint and hybrid cyber-attack, IEEE Transactions on Cybernetics, vol.51, no.8, pp.4000-4010, 2021.

[50] Jinliang Liu, Tingting Yin, Jie Cao, Dong Yue, Hamid Reza Karimi, Security control for T-S fuzzy systems with adaptive event-triggered mechanism and multiple cyber-attacks, IEEE Transactions on Systems Man Cybernetics-Systems, vol.51, no.10, pp.6544-6554, 2021.

[51] Jinliang Liu, Meng Yang, Xiangpeng Xie, Chen Peng, Huaicheng Yan, Finite-time H-infinity filtering for state-dependent uncertain systems with event-triggered mechanism and multiple attacks, IEEE Transactions on Circuits and Systems I: Regular Papers, vol.67, no.3, pp.1021-1034, 2020.

[52] Jinliang Liu, Yuanyuan Gu, Xiangpeng Xie, Dong Yue, Ju H.Park, Hybrid-driven-based H-infinity control for networked cascade control systems with actuator saturations and stochastic cyber attacks, IEEE Transactions on Systems Man Cybernetics-Systems, vol.49, no. 12, pp.2452-2463, 2019.

[53] Jinliang Liu, Meng Yang, Engang Tian, Jie Cao, Shumin Fei, Event-based security control for state-dependent uncertain systems under hybrid-attacks and its application to electronic circuits, IEEE Transactions on Circuits and Systems I: Regular Papers, vol.66, no.12, pp.4817-4828, 2019.

[54] Jinliang Liu, Yuanyuan Gu, Lijuan Zha, Yajuan Liu, Jie Cao, Event-triggered H-infinity load frequency control for multi-area power systems under hybrid cyber attacks, IEEE Transactions on Systems Man Cybernetics-Systems, vol.49, no.8, pp. 1665-1678, 2019.

[55] Jinliang Liu, Lili Wei, Xiangpeng Xie, Engang Tian, Shumin Fei, Quantized stabilization for T-S fuzzy systems with hybrid-triggered mechanism and stochastic cyber attacks, IEEE Transactions on Fuzzy Systems, vol.26, no.6, pp.3820-3834, 2018.