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Quanxin Zhu(朱全新) Professor Quanxin Zhu, Ph.D., Second-Level Professor, Xiaoxiang Distinguished Professor of Hunan Normal University, Doctoral Supervisor. He enjoys the State Council Special Government Allowance as an expert, is a Leading Talent in Science and Technology Innovation of Hunan Province, Distinguished Professor of Furong Scholars of Hunan Province, and a Senior Research Fellow of the Alexander von Humboldt Foundation (Germany). He serves as Deputy Director of the Key Laboratory of Computing and Stochastic Mathematics (Ministry of Education), and Director of the Key Laboratory of Control and Optimization of Complex Systems (Hunan Provincial University). He is a Senior Member of IEEE and a Senior Member of the Chinese Association of Automation.

His research focuses on the theory and applications of Markov processes, stability and control of stochastic nonlinear systems, where he has achieved a series of important advances. He has published over 200 SCI-indexed papers in leading international journals in the control field, such as Automatica, IEEE Transactions on Automatic Control, and SIAM Journal on Control and Optimization.

He has received the First Prize of Natural Science Award of Hunan Province (as the first recipient), the First Prize of Natural Science Award of Jiangsu Provincial Universities (as the first recipient), and was named a Clarivate Highly Cited Researcher globally for six consecutive years (2018–2023). He is listed in the World’s Top 0.05% Scholars (2024), the World’s Top 2% Scientists for six consecutive years (2020–2025), and the Elsevier China Highly Cited Scholar for twelve consecutive years (2014–2025). He also received the Youth Science and Technology Award (a first-level society award of the Operations Research Society of China), the “Top 100 Most Influential International Academic Papers in China”, and the Jiangsu Provincial Mathematical Achievement Award.

Professor Zhu has presided over six projects of the National Natural Science Foundation of China and ten provincial/ministerial-level projects. He serves as an Executive Director of the Chinese Society of Engineering Probability and Statistics, a Director of the Chinese Association of Probability and Statistics, a member of the Control Theory Committee of the Chinese Association of Automation, a member of the System and Control Mathematics Committee of the China Society for Industrial and Applied Mathematics, a member of the Adaptive Dynamic Programming and Reinforcement Learning Committee of the Chinese Association of Automation, and a member of the TCCT Stochastic Systems and Control Group of the Chinese Association of Automation. He is the Editor-in-Chief of the international journal Complex Systems Stability & Control, and serves as an Associate Editor or Editorial Board Member for six international SCI-indexed journals, including the IEEE Transactions on Automation Science and Engineering.

Educational Background

PhD, Probability and Statistics, Sun Yat-Sen University (2005)

MA, Probability and Statistics,Hunan Normal University (2002)

BA, Mathematics Education, Hunan Normal University (1999)

Research

Research Interests

Markov processes,stochastic differential equations, stochastic control,stochastic nonlinear systems, stochastic stability, stochastic delayed systems, stochastic neural networks, stochastic complex networks, etc.

Research Projects (only lists of partial Natural Science Foundation of China)

January 2026-December 2029 “Research on Stability Analysis and Control of Highly Nonlinear Switched Stochastic Systems” (500,000 Chinese dollars) The Natural Science Foundation of China

January 2022-December 2025 “Research on Stability Analysis and Stabilization Control of Stochastic Nonlinear Systems” (580,000 Chinese dollars) The Natural Science Foundation of China

January 2018-December 2021 “Stability and sample control stochastic complex nonlinear systems” (650,000 Chinese dollars) The Natural Science Foundation of China

January 2014-December 2017 “Stability, control and its application of stochastic systems driven by Levy processes” (780,000 Chinese dollars) The Natural Science Foundation of China

January 2016-December 2020 “Efficient dynamics and its characterization of stochastic dynamical systems" (2300,000 Chinese dollars) The Key projects of National Natural Science Foundation of China

January 2014-December 2017 “Stability, control and its application of stochastic systems driven by Levy processes” (780,000 Chinese dollars) The Natural Science Foundation of China

January 2009-December 2011 “Optimal control, stability theory and application of randomprocesses” (170,000 Chinese dollars) The National Natural Science Foundation of China

January2007-December 2007 “Optimal control and application of Markov processes”(30,000 Chinese dollars) The National Natural Science Foundation of China

Lists of partial publications (only lists of partial papers in recent ten years)

Peng Haiqi, *Zhu Quanxin, pth moment prescribed-time stability for highly nonlinear switched stochastic delay systems, IEEE/CAA Journal of Automatica Sinica (2026, accepted)

Xu Haofeng, *Zhu Quanxin, Stability of discrete-time impulsive stochastic systems with hybrid non-deterministic delays, IEEE Transactions on Automatic Control (2026, online)

Wang Bao, *Zhu Quanxin, The stability analysis and control design problems for a class of discrete-time hidden semi-Markov jump singular Systems, SCIENCE CHINA Information Sciences 56(2026) 134-147

Wang Xin, Kong Linghuan, *Zhu Quanxin, Niu Ben, Secure optimal control of Itô stochastic Markov jump systems subject to DoS attacks: A hybrid learning algorithm, Automatica 183(2026) 112681

Peng Haiqi, *Zhu Quanxin, Finite-time stability and stabilization of highly nonlinear stochastic systems via the noise control, IEEE Transactions on Automatic Control (2026, online)

Wang Bao, *Zhu Quanxin, Li Subei, Stabilization of hidden Markov jump singular systems with limit mode switching information, IEEE Transactions on Automatic Control 75(5)(2025) 3410-3416

Yuan Haiyan, *Zhu Quanxin, The stabilities of delay stochastic McKean-Vlasov equations in the G-framework, SCIENCE CHINA Information Sciences 68(1)(2025) 112203

Wang Hui, Li Yijia, *Zhu Quanxin, Deng Feiqi, Finite-time output-feedback stabilization for a class of switched stochastic planar systems with asymmetric time-varying output-constrain, SCIENCE CHINA Information Sciences 68(10)(2025) 202202

Yuan Haiyan, *Zhu Quanxin, The well-posedness and stabilities of mean-field stochastic differential equations driven by G-Brownian motion, SIAM Journal on Control and Optimization 63(1)(2025) 596-624

Wang Bao, *Zhu Quanxin, The stabilization problem for a class of discrete-time semi-Markov jump singular systems, Automatica 171(2025) 111960

*Zhu Quanxin, Event-triggered sampling problem for exponential stability of stochastic nonlinear delay systems driven by Lévy processes, IEEE Transactions on Automatic Control 70(2)(2025) 1176-1183

Yang Xuetao, Zhao Taizhong, *Zhu Quanxin, Aperiodic event-triggered controls for stochastic functional differential systems with sampled-data delayed output, IEEE Transactions on Automatic Control 70(3)(2025) 2090-2097

Yang Xuetao, *Zhu Quanxin, Wang Hua, Exponential stabilization of stochastic systems via novel event-triggered switching controls, IEEE Transactions on Automatic Control 69(11)(2024) 7948-7955

Xu Haofeng, *Zhu Quanxin, Zheng Wei Xing, Exponential stability of stochastic nonlinear delay systems subject to multiple periodic impulses, IEEE Transactions on Automatic Control 69(4)(2024) 2621-2628

Fan Lina, *Zhu Quanxin, Zheng Wei Xing, Stability analysis of switched stochastic nonlinear systems with state-dependent delay, IEEE Transactions on Automatic Control 69(4)(2024) 2567-2574

Ding Kui, *Zhu Quanxin, Intermittent static output feedback control for stochastic delayed-switched positive systems with only partially measurable information, IEEE Transactions on Automatic Control 68(12)(2023) 8150-8157

*Zhu Quanxin, Stabilization of stochastic nonlinear delay systems with exogenous disturbances and the event-triggered feedback control, IEEE Transactions on Automatic Control 64(9)(2019) 3764-3771

*Zhu Quanxin, Wang Hui, Output feedback stabilization of stochastic feedforward systems with unknown control coefficients and unknown output function, Automatica 87(2018) 166-175

Wang Bao, *Zhu Quanxin, Li Subei, Stability analysis of discrete-time semi-Markov jump linear systems with time delay, IEEE Transactions on Automatic Control 68(11)(2023) 6758-6765

Wang Bao, *Zhu Quanxin, Li Subei, Stabilization of discrete-time hidden semi-Markov jump linear systems with partly unknown emission probability matrix, IEEE Transactions on Automatic Control 69(3)(2024) 1952-1959

Zhao Ying, *Zhu Quanxin, Stabilization of stochastic highly nonlinear delay systems with neutral-term, IEEE Transactions on Automatic Control 68(4)(2023) 2544-2551

Yang Xuetao, Wang Hua, *Zhu Quanxin, Event-triggered predictive control of nonlinear stochastic systems with output delay, Automatica 140(2022) 110230

Ding Kui, *Zhu Quanxin, Extended dissipative anti-disturbance control for delayed switched singular semi-Markovian jump systems with multi-disturbance via disturbance observer, Automatica 128(2021) 109556

Wang Bao, *Zhu Quanxin, Stability analysis of discrete time semi-Markov jump linear systems, IEEE Transactions on Automatic Control 65(12)(2020) 5415-5421

Wang Hui, *Zhu Quanxin, Global stabilization of a class of stochastic nonlinear time-delay systems with SISS inverse dynamics, IEEE Transactions on Automatic Control 65(10)(2020) 4448-4455

Hu Wei, *Zhu Quanxin, Karimi Hamidreza, Some improved Razumikhin stability criteria for impulsive stochastic delay differential systems, IEEE Transactions on Automatic Control 64(12)(2019) 5207-5213

Wang Hui, *Zhu Quanxin, Adaptive output feedback control of stochastic nonholonomic systems with nonlinear parameterization, Automatica 98(2018) 247-255

Wang Bao, *Zhu Quanxin, Stability analysis of semi-Markov switched stochastic systems, Automatica 94(2018) 72-80

Wang Hui, *Zhu Quanxin, Global stabilization of stochastic nonlinear systems via C1 and C∞ controllers, IEEE Transactions on Automatic Control 62(11)(2017) 5880-5887

Wang Hui, *Zhu Quanxin, Finite-time stabilization of high-order stochastic nonlinear systems in strict-feedback form, Automatica 54(2015) 284-291

Zhu Zhechen, *Zhu Quanxin, Adaptive neural prescribed performance control for non-triangular structural stochastic highly nonlinear systems under hybrid attacks, IEEE Transactions on Automation Science and Engineering 22(2025) 6543-6553

Tao Rongting, Kong Fanchao, Ren Yong, *Zhu Quanxin, Huang Tingwen, Intermittent-type quantized control based fixed-time stability of switched Filippov systems on networks, IEEE Transactions on Automation Science and Engineering 55(2)(2025) 5479-5490

Zhang Guoping, Liang Chengbin, *Zhu Quanxin, Adaptive fuzzy event-triggered optimized consensus control for delayed unknown stochastic nonlinear multi-agent systems using simplified ADP, IEEE Transactions on Automation Science and Engineering 22(2025) 11780-11793

Zhou Liqun, Han Jiapeng, Zhao Zhixue, *Zhu Quanxin, Huang Tingwen, Global polynomial synchronization of proportional delay memristive competitive neural networks with uncertain parameters for image encryption, IEEE Transactions on Systems, Man, and Cybernetics: Systems (Early Access, 2025)

Xu Haofeng, *Zhu Quanxin, Zheng Wei Xing, New criteria on input-to-state stability for stochastic nonlinear delayed systems with multiple impulses, IEEE Transactions on Systems, Man, and Cybernetics: Systems 55(8)(2025) 5619-5627

Saravanakumar T., *Zhu Quanxin, Lim Chee Peng, Observer-based dissipative ISMC for asynchronous switched systems: a novel LMI technique, IEEE Transactions on Systems, Man, and Cybernetics: Systems 55(8)(2025) 5628-5641

Ding King, *Zhu Quanxin, Huang Tingwen, Intermittent observer for chaotic Lur'e systems with multi-nondifferentiable delay and partially limited output channels and its application to secure communication, IEEE Transactions on Cybernetics 55(7)(2025) 3306-3319

Ding King, *Zhu Quanxin, Huang Tingwen, Networked-based fixed-time discontinuous safety control for DDW systems under stochastic cyber-attacks and intermittent DoS attacks, IEEE Transactions on Transportation Electrification 11(4)(2025) 10473-10485

Hu Haokun, *Zhu Quanxin, Hou Muzhou, Constraint-coupled distributed coordination control for nonlinear stochastic multiagent systems: application to power resource allocation, IEEE Transactions on Systems, Man, and Cybernetics: Systems 55(8)(2025) 5520-5530

Ding King, *Zhu Quanxin, Fuzzy intermittent extended dissipative control for delayed distributed parameter systems with stochastic disturbance: A spatial point sampling approach, IEEE Transactions on Fuzzy Systems 30(6)(2022) 1734-1749

Jia Fujing, *Zhu Quanxin, Nonovershooting tracking control for nonlinear pure-feedback systems, IEEE Transactions on Systems, Man, and Cybernetics: Systems 55(2)(2025) 1277-1285

Ni Honglin, Kong Fanchao, *Zhu Quanxin, Huang Tingwen, Bounded intermittent controllers-based predefined-time control of neutral Filippov systems, IEEE Transactions on Systems, Man, and Cybernetics: Systems 55(10)(2025) 6628-6640

Huang Yueli, *Zhu Quanxin, pth moment exponential stability of highly nonlinear neutral hybrid stochastic delayed systems with impulsive effect, IEEE Transactions on Systems, Man, and Cybernetics: Systems 55(10)(2025) 6486-6493

Zhu Zhechen, *Zhu Quanxin, Adaptive event-triggered fuzzy control for stochastic highly nonlinear systems with time delay and non-triangular structure interconnections, IEEE Transactions on Fuzzy Systems 32(1)(2024) 27-37

Zhu Zhechen, *Zhu Quanxin, Adaptive fuzzy decentralized control for stochastic nonlinear interconnected system with non-triangular structural dynamic uncertainties, IEEE Transactions on Fuzzy Systems 31(8)(2023) 2593-2604

Kong Fanchao, Ni Honglin, *Zhu Quanxin, Hu Cheng, Huang Tingwen, Fixed-time and predefined-time synchronization of discontinuous neutral-type competitive networks via non-chattering adaptive control strategy, IEEE Transactions on Network Science and Engineering 10(6)(2023) 3644-3657

Kong Fanchao, Zhang Yuanyuan, *Zhu Quanxin, Huang Tingwen, Stabilization and energy consumption estimation of discontinuous fuzzy inertial CGNNS via saturation function approach, IEEE Transactions on Fuzzy Systems 32(3)(2024) 934-947

Zhou Liqun, Zhao Zhixue, *Zhu Quanxin, Zhou Rui, Huang Tingwen, Global polynomial stabilization of impulsive neural networks with bidirectional proportional delays, IEEE Transactions on Network Science and Engineering 11(1)(2024) 471-484

Ding Kui, *Zhu Quanxin, Huang Tingwen, Partial-information-based non-fragile intermittent estimator for microgrids with semi-aperiodic DoS attacks: Gain stochastic float, IEEE Transactions on Power Systems (2023, online)

Kong Fanchao, *Zhu Quanxin, Ca Zuowei, Zheng Wei Xing, Filippov systems with nondifferentiable and unbounded delays: periodicity, stabilization, and energy consumption estimation, IEEE Transactions on Systems, Man, and Cybernetics: Systems 54(1)(2024) 275-286

Xie Wenjuan, *Zhu Quanxin, Self-triggered state-feedback control for stochastic nonlinear systems with Markovian switching, IEEE Transactions on Systems, Man, and Cybernetics: Systems 50(9)(2020) 3200-3209

Kong Fanchao, *Zhu Quanxin, Huang Tingwen, New fixed-time stability lemmas and applications to the discontinuous fuzzy inertial neural networks, IEEE Transactions on Fuzzy Systems 29(12)(2021) 3711-3722

Hu Wei, *Zhu Quanxin, Stability criteria for impulsive stochastic functional differential systems with distributed-delay dependent impulsive effects, IEEE Transactions on Systems, Man, and Cybernetics: Systems 51(3)(2021) 2027-2032

Ding Kui, *Zhu Quanxin, Huang Tingwen, Prefixed-time local intermittent sampling synchronization of stochastic multicoupling delay reaction-diffusion dynamic networks, IEEE Transactions on Neural Networks and Learning Systems 35(1)(2024) 718-732

Ding Kui, *Zhu Quanxin, Li Haidan, A generalized system approach to intermittent nonfragile control of stochastic neutral time-varying delay systems, IEEE Transactions on Systems, Man, and Cybernetics: Systems 51(11)(2021) 7017-7026

Yang Xuetao, *Zhu Quanxin, Stabilization of stochastic retarded systems based on sampled-data feedback control, IEEE Transactions on Systems, Man, and Cybernetics: Systems 51(2021) 5895-5904

Ding Kui, *Zhu Quanxin, A note on sampled-data synchronization of memristor networks subject to actuator failures and two different activations, IEEE Transactions on Circuits and Systems II: Express Briefs 68(6)(2021) 2097-2101

Kong Fanchao, *Zhu Quanxin, Fixed-time stabilization of discontinuous neutral neural networks with proportional delays via new fixed-time stability lemmas, IEEE Transactions on Neural Networks and Learning Systems 34(2)(2023) 775-785

Zhou Liqun, *Zhu Quanxin, Huang Tingwen, Global polynomial synchronization of proportional delayed inertial neural networks, IEEE Transactions on Systems, Man, and Cybernetics: Systems 53(7)(2023) 4487-4497

Kong Fanchao, *Zhu Quanxin, New fixed-time stability analysis of delayed discontinuous systems via an augmented indefinite Lyapunov-Krasovskii functional, IEEE Transactions on Cybernetics 52(12)(2022) 13438-13447

Kong Fanchao, *Zhu Quanxin, Huang Tingwen, Improved fixed-time stability lemma of discontinuous system and its application, IEEE Transactions on Circuits and Systems I: Regular Papers 69(2)(2022) 835-846

Xiao Lin, Jia Lei, Wang Yaonan, Dai Jianhua, Liao Qing, *Zhu Quanxin, Performance analysis and applications of finite-time ZNN models with constant/fuzzy parameters for TVQPEI, IEEE Transactions on Neural Networks and Learning Systems 33(11)(2022) 6665-6676

Gunasekaran Nallappan, Thoiyab N. Mohamed, *Zhu Quanxin, Cao Jinde, Muruganantham P., New global asymptotic robust stability of dynamical delayed neural networks via intervalized interconnection matrices, IEEE Transactions on Cybernetics 52(11)(2022) 11794-11804

Kong Fanchao, *Zhu Quanxin, Huang Tingwen, Fixed-time stability for discontinuous uncertain inertial neural networks with time-varying delays, IEEE Transactions on Systems, Man, and Cybernetics: Systems 52(7)(2022) 4507-4517

Kong Fanchao, *Zhu Quanxin, Huang Tingwen, New fixed-time stability criteria of time-varying delayed discontinuous systems and application to discontinuous neutral-type neural networks, IEEE Transactions on Cybernetics 53(4)(2023) 2358-2367

Ding King, *Zhu Quanxin, Yang Xuetao, Intermittent estimator-based mixed passive and H∞ control for high-speed train with actuator stochastic fault, IEEE Transactions on Cybernetics 52(11)(2022) 11624-11638

Kong Fanchao, Zhang Yuanyuan, *Zhu Quanxin, Huang Tingwen, Finite-time control of complex networks with nondifferential delays by bounded control laws, IEEE Transactions on Circuits and Systems II: Express Briefs 70(12)(2023) 4524-4528

Liu Linna, Xia Mingli, Fang Jianyin, *Zhu Quanxin, Qu Boyang, New criteria on asymptotic stability of stochastic differential systems via impulsive control, IEEE Transactions on Circuits and Systems II: Express Briefs (2023, online)

Yin Xiangxin, Xiao Rui, Dai Haifeng, *Zhu Quanxin, Sun Yongzheng, Influence of layer similarity on the synchronization of multiplex networks with random topologies, IEEE Transactions on Systems, Man, and Cybernetics: Systems 53(11)(2023) 7089-7098

Tian Hongyan, *Zhu Quanxin, Moment stability of McKean-Vlasov stochastic recurrent neural networks with mixed delays, Neural Networks 196(2026) 108310

Mi Jie, Gong Rizhao, *Zhu Quanxin, Finite-time synchronization of fractional-order reaction-diffusion neural networks via generalized Halanay inequalities, Neurocomputing 664(2026) 132039

Liu Yicheng, *Zhu Quanxin, Stability analysis of stochastic McKean-Vlasov equations with discrete observation, Applied Mathematics and Computation 511(2026) 129740

Liu Yicheng, *Zhu Quanxin, Stability of neutral Markov switching stochastic delay systems via the generalized Halanay inequality, Communications in Nonlinear Science and Numerical Simulation 152(2026) 109126

Peng Haiqi, *Zhu Quanxin, Fixed time stability of impulsive stochastic nonlinear time-varying systems, International Journal of Robust and Nonlinear Control 33(6)(2023) 3699-3714

Zhu Zhechen, *Zhu Quanxin, Adaptive neural network dynamic event-triggered control for strong interconnected stochastic nonlinear systems with output constraint, International Journal of Robust and Nonlinear Control 33(2)(2023) 899-918

Zhao Ying, *Zhu Quanxin, Stabilization of highly nonlinear neutral stochastic systems with Markovian switching by periodically intermittent feedback control, International Journal of Robust and Nonlinear Control 32(18)(2022) 10201-10214

Wang Hui, *Zhu Quanxin, Global stabilization via output feedback of stochastic nonlinear time-delay systems with time-varying measurement error: A Lyapunov-Razumikhin approach, International Journal of Robust and Nonlinear Control 32(18)(2022) 7554-7574

Wang Bao, *Zhu Quanxin, The observed mode dependent controller design problem for a class of continuous-time hidden semi-Markov jump systems, International Journal of Robust and Nonlinear Control 33(14)(2023) 8421-8432

Zhang Meng, *Zhu Quanxin, Sufficient conditions on finite-time input-to-state stability of nonlinear stochastic impulsive time-varying systems, International Journal of Robust and Nonlinear Control 33(11)(2023) 6417-6430

Zhang Meng, *Zhu Quanxin, Gao Lijun, Finite-time input/output-to-state stability of nonlinear stochastic switched time-varying systems with mode-dependent average dwell time, International Journal of Robust and Nonlinear Control 33(14)(2023) 8570-8587

*Zhu Quanxin, Huang Tingwen, Stability analysis for a class of stochastic delay nonlinear systems driven by G-Brownian motion, Systems & Control Letters 140(2020) 104699

Zhao Ying, *Zhu Quanxin, Stability of highly nonlinear neutral stochastic delay systems with non-random switching signals, Systems & Control Letters 165(2022) 105261

Xu Haofeng, *Zhu Quanxin, New criteria on pth moment exponential stability of stochastic delayed differential systems subject to average-delay impulses, Systems & Control Letters 164(2022) 105234

Wang Bao, *Zhu Quanxin, Stability analysis of discrete-time semi-Markov jump linear systems with partly unknown semi-Markov kernel, Systems & Control Letters 140(2020) 104688

Wang Bao, *Zhu Quanxin, The novel sufficient conditions of almost sure exponential stability for semi-Markov jump linear systems, Systems & Control Letters 140(2020) 104622

Hu Wei, *Zhu Quanxin, Stability analysis of impulsive stochastic delayed differential systems with unbounded delays, Systems & Control Letters 140(2020) 104606

Zhang Meng, *Zhu Quanxin, New criteria of input-to-state stability for nonlinear switched stochastic delayed systems with asynchronous switching, Systems & Control Letters 129(2019) 43-50

*Zhu Quanxin, Stability analysis of stochastic delay differential equations with Lévy noise, Systems & Control Letters 118(2018) 62-68

Zhang Meng, *Zhu Quanxin, New criteria of input-to-state stability for nonlinear switched stochastic delayed systems with asynchronous switching, Systems & Control Letters 129(2019) 43-50

Hu Wei, *Zhu Quanxin, Karimi Hamidreza, On the pth moment integral input-to-state stability and input-to-state stability criteria for impulsive stochastic functional differential equations, International Journal of Robust and Nonlinear Control 29(16)(2019) 5609-5620

Hu Wei, *Zhu Quanxin, Moment exponential stability of stochastic nonlinear delay systems with impulse effects at random times, International Journal of Robust and Nonlinear Control 29(12)(2019) 3809-3820

Song Ruili, *Zhu Quanxin, Delay-dependent stability of nonlinear hybrid neutral stochastic differential equations with multiple delays, International Journal of Robust and Nonlinear Control 31(2)(2021) 471-495

Song Ruili, Wang Bo, *Zhu Quanxin, Stabilization by variable-delay feedback control for highly nonlinear hybrid stochastic differential delay equations, Systems & Control Letters 157(2021) 105041

Fan Lina, *Zhu Quanxin, Mean square exponential stability of discrete-time Markov switched stochastic neural networks with partially unstable subsystems and mixed delays, Information Sciences 580(2021) 243-259

Xiao Hanni, *Zhu Quanxin, Karimi Hamidreza, Stability of stochastic delay switched neural networks with all unstable subsystems: A multiple discretized Lyapunov-Krasovskii functionals method, Information Sciences 582(2022) 302-315

Xiao Hanni, *Zhu Quanxin, Stability analysis of switched stochastic delays system with unstable subsystems, Nonlinear Analysis: Hybrid Systems 42(2021) 101075

Luo Danfeng, *Zhu Quanxin, Luo Zhiguo, A novel result on averaging principle of stochastic Hilfer-type fractional system involving non-Lipschitz coefficients, Applied Mathematics Letters 122(2021) 107549

Xu Haofeng, *Zhu Quanxin, Stability analysis of impulsive stochastic delayed differential systems with infinite delay or finite delay and average-delay impulses, Journal of the Franklin Institute 358(2021) 8593-8608

*Zhu Quanxin, Huang Tingwen, H infinite control of stochastic networked control systems with time-varying delays: The event-triggered sampling case, International Journal of Robust and Nonlinear Control 31(18)(2021) 9767-9781

Wang Hui, *Zhu Quanxin, Output-feedback stabilization of a class of stochastic high-order nonlinear systems with stochastic inverse dynamics and multidelay, International Journal of Robust and Nonlinear Control 31(2021) 5580-5601

Yang Xuetao, *Zhu Quanxin, Stabilization of stochastic functional differential systems by steepest descent feedback controls, IET Control Theory & Applications 15(2021) 805-813

Cao Wenping, *Zhu Quanxin, Razumikhin-type theorem for pth exponential stability of impulsive stochastic functional differential equations based on vector Lyapunov function, Nonlinear Analysis: Hybrid Systems 39(2021) 100983

Feng Liang, Hu Cheng, *Zhu Quanxin, Kong Fanchao, Wen Shiping, Distributed dynamic event-triggered control for fixed/preassigned-time output synchronization of output-coupling complex networks, Information Sciences 649(2023) 119651

Liu Jingying, *Zhu Quanxin, Stabilization of highly nonlinear hybrid neutral stochastic differential equations with multiple time-varying delays and different structures, Journal of the Franklin Institute 360(15)(2023) 11220-11242

Kong Fanchao, *Zhu Quanxin, Reza Karimi Hamid, Fixed-time periodic stabilization of discontinuous reaction-diffusion Cohen-Grossberg neural networks, Neural Networks 166(2023) 354-365

Hu Wei, *Zhu Quanxin, Ding Kui, Stochastic finite-time stability and stabilization for stochastic nonlinear systems with impulse effects, European Journal of Control 75(2024) 100904

Zhang Guoping, *Zhu Quanxin, State and output feedback's finite-time guaranteed cost control for uncertain nonlinear stochastic systems with time-varying delays, Journal of the Franklin Institute 360(12)(2023) 8037-8061

Liu Zhiguang, *Zhu Quanxin, Ultimate boundedness of impulsive stochastic delay differential equations with delayed impulses, Statistics & Probability Letters 199(2023) 109857

Li Jing, *Zhu Quanxin, Event-triggered impulsive control of stochastic functional differential systems, Chaos, Solitons & Fractals 170(2023) 113416

Lu Boliang, *Zhu Quanxin, Li Sijia, Stabilization of differently structured hybrid neutral stochastic systems by delay feedback control under highly nonlinear condition, Journal of the Franklin Institute 360(3)(2023) 2089-2115

Zhang Chenxi, *Zhu Quanxin, Exponential stability of random perturbation nonlinear delay systems with intermittent stochastic noise, Journal of the Franklin Institute 360(2)(2023) 792-812

Xiao Hanni, *Zhu Quanxin, Reza Karimi Hamid, Stability analysis of semi-Markov switching stochastic mode-dependent delay systems with unstable subsystems, Chaos, Solitons & Fractals 165(2)(2022) 112791

Yuan Haiyan, *Zhu Quanxin, Discrete-time feedback stabilization for neutral stochastic functional differential equations driven by G-Lévy process, Chaos, Solitons & Fractals 166(2023) 112981

Wang Zhenyue, *Zhu Quanxin, Two categories of new criteria of th moment stability for switching and impulsive stochastic delayed functional differential equation with markovian switching, Journal of the Franklin Institute 360(4)(2023) 3459-3478

Li Jing, *Zhu Quanxin, Stability of neutral stochastic delayed systems with switching and distributed-delay dependent impulses, Nonlinear Analysis: Hybrid Systems 47(2023) 101279

Yang Xuetao, *Zhu Quanxin, New criteria for mean square exponential stability of stochastic systems with variable and distributed delays, IET Control Theory & Applications 13(1)(2019) 116-122

Xu Haofeng, *Zhu Quanxin, New criteria on exponential stability of impulsive stochastic delayed differential systems with infinite delays, Communications in Nonlinear Science and Numerical Simulation 111(2022) 106460

Cao Wenping, *Zhu Quanxin, Stability of stochastic nonlinear delay systems with delayed impulses, Applied Mathematics and Computation 421(2022) 126950

Kong Fanchao, *Zhu Quanxin, New fixed-time synchronization control of discontinuous inertial neural networks via indefinite Lyapunov-Krasovskii functional method, International Journal of Robust and Nonlinear Control 31(2)(2021) 471-495

Hu Wei, *Zhu Quanxin, Moment exponential stability of stochastic delay systems with delayed impulse effects at random times and applications in the stabilisation of stochastic neural networks, International Journal of Control 93(10)(2020) 2505-2515

Xie Wenjuan, *Zhu Quanxin, Input-to-state stability of stochastic nonlinear fuzzy Cohen-Grossberg neural networks with the event-triggered control, International Journal of Control 93(9)(2020) 2043-2052

Fu Xiaozheng, *Zhu Quanxin, Exponential stability of neutral stochastic delay differential equation with delay-dependent impulses, Applied Mathematics and Computation 37(2020) 125146

Zhang Guoping, *Zhu Quanxin, Guaranteed cost control for impulsive nonlinear Ito stochastic systems with mixed delays, Journal of the Franklin Institute 357(11)(2020) 6721-6737

Wang Bao, *Zhu Quanxin, Li Subei, Stability analysis of switched singular stochastic linear systems, International Journal of Control 93(6)(2020) 1381-1387

Wang Hui, *Zhu Quanxin, Adaptive state feedback stabilisation for more general switched stochastic non-linear systems under arbitrary switchings, IET Control Theory & Applications 14(6)(2020) 878-886

Hu Wei, *Zhu Quanxin, Exponential stability of stochastic differential equations with impulse effects at random times, Asian Journal of Control 22(2)(2020) 779-787

Song Ruili, Wang Bo, *Zhu Quanxin, Delay-dependent stability of nonlinear hybrid stochastic functional differential equations, IET Control Theory & Applications 14(2)(2020) 198-206

Wang Bao, *Zhu Quanxin, Mode dependent H-infinity filtering for semi-Markovian jump linear systems with sojourn time dependent transition rates, IET Control Theory & Applications 13(8)(2019) 3019-3025

Ding Kui, *Zhu Quanxin, Liu Lijun, Extended dissipativity stabilization and synchronization of uncertain stochastic reaction-diffusion neural networks via intermittent non-fragile control, Journal of the Franklin Institute 356(18)(2019) 11690-11715

Ding Kui, *Zhu Quanxin, Intermittent quasi-synchronization criteria of chaotic delayed neural networks with parameter mismatches and stochastic perturbation mismatches via Razumikhin-type approach, Neurocomputing 356(2019) 314-324

Zhang Meng, *Zhu Quanxin, Input-to-state stability for impulsive stochastic nonlinear systems with delayed impulses, International Journal of Control (2019, online)

Wang Bao, *Zhu Quanxin, Asymptotic stability in distribution of stochastic systems with semi-Markovian switching, International Journal of Control 92(2019) 1314-1324

Fu Xiaozheng, *Zhu Quanxin, Guo Yingxin, Stabilization of stochastic functional differential systems with delayed impulses, Applied Mathematics and Computation 346(2019) 776-789

Li Haidan, *Zhu Quanxin, The pth moment exponential stability and almost surely exponential stability of stochastic differential delay equations with Poisson jump, Journal of Mathematical Analysis and Applications 471(1-2)(2019) 197-210

*Zhu Quanxin, Stability analysis of stochastic delay differential equations with Lévy noise, Systems & Control Letters 118(2018) 62-68

Zhang Meng, *Zhu Quanxin, Input-to-state stability for non-linear switched stochastic delayed systems with asynchronous switching, IET Control Theory & Applications 13(3)(2019) 351-359

Wang Bao, *Zhu Quanxin, Stability analysis of Markov switched stochastic differential equations with both stable and unstable subsystems, Systems & Control Letters 105(2017) 55-61

*Zhu Quanxin, Song Shiyun, Tang Tianren, Mean square exponential stability of stochastic nonlinear delay systems, International Journal of Control 90(2017) 2384-2393

*Zhu Quanxin, Zhang Qiuyan, pth moment exponential stabilisation of hybrid stochastic differential equations by feedback controls based on discrete-time state observations with a time delay, IET Control Theory & Applications 11(2017) 1992-2003

*Zhu Quanxin, Razumikhin-type theorem for stochastic functional differential equations with Lévy noise and Markov switching, International Journal of Control 90(8)(2017) 1703-1712

*Zhu Quanxin, Cao Jinde, Rakkiyappan R., Exponential input-to-state stability of stochastic Cohen-Grossberg neural networks with mixed delays, Nonlinear Dynamics 79(2015) 1085-1098

*Zhu Quanxin, Asymptotic stability in the pth moment for stochastic differential equations with Lévy noise, Journal of Mathematical Analysis and Applications 416(2014) 126-142

*Zhu Quanxin, pth Moment exponential stability of impulsive stochastic functional differential equations with Markovian switching, Journal of the Franklin Institute 51(2014) 3965-3986

Song Ruili, *Zhu Quanxin, Stability of linear stochastic delay differential equations with infinite Markovian switchings, International Journal of Robust and Nonlinear Control 28(3)(2018) 825-837

Yin Rongcheng, *Zhu Quanxin, Shen Yi, Hu Shigeng, The asymptotic properties of the suppressed functional differential system by Brownian noise under regime switching, International Journal of Control 89(2016) 2227-2239

Liu Linna, *Zhu Quanxin, Mean square stability of two classes of theta method for neutral stochastic differential delay equations, Journal of Computational and Applied Mathematics 305(2016) 55-67

Xiong Shuangshuang, *Zhu Quanxin, Decentralized risk-sensitive design for large-scale stochastic interconnected systems with time-varying delays, Journal of the Franklin Institute 353(2016) 1527-1552

Xiong Shuangshuang, *Zhu Quanxin, Jiang Feng, Globally asymptotic stabilization of stochastic nonlinear systems in strict-feedback form, Journal of the Franklin Institute 352(2015) 5106-5121

Song Shiyun, *Zhu Quanxin, Noise suppresses explosive solutions of differential systems: A new general polynomial growth condition, Journal of Mathematical Analysis and Applications 431(2015) 648-661

Liu Linna, *Zhu Quanxin, Almost sure exponential stability of numerical solutions to stochastic delay Hopfeld neural networks, Applied Mathematics and Computation 266(2015) 698-712