Numerical methods for convection dominated parabolic problems. - Xinzhi Liu (Neural Parallel Sci. Comput., 1995)

Uniform boundedness and stability criteria in terms of two measures for impulsive integro-differential equations. - Xilin Fu; Xinzhi Liu (Appl. Math. Comput., 1999)

High order nonlinear differential inequalities with distributed deviating arguments and applications. - Xinzhi Liu; Xilin Fu (Appl. Math. Comput., 1999)

Impulsive Control of Chaotic System. - Xinzhi Liu; Kok Lay Teo (Int. J. Bifurc. Chaos, 2002)

Continuous dependence on initial values for impulsive delay differential equations. - Xinzhi Liu; G. Ballinger (Appl. Math. Lett., 2004)

Impulsively synchronizing chaotic systems with delay and applications to secure communication. - Anmar Khadra; Xinzhi Liu; Xuemin Shen (Autom., 2005)

Dynamical analysis and impulsive control of a new hyperchaotic system. - Yuxia Li; Xinzhi Liu; Hongtao Zhang (Math. Comput. Model., 2005)

Robust impulsive synchronization of uncertain dynamical networks. - Bin Liu 003; Xinzhi Liu; Guanrong Chen; Huayou Wang (IEEE Trans. Circuits Syst. I Regul. Pap., 2005)

Exponential stability of impulsive high-order Hopfield-type neural networks with time-varying delays. - Xinzhi Liu; Kok Lay Teo; Bingji Xu (IEEE Trans. Neural Networks, 2005)

A Dynamic Clustering Algorithm Based on PSO and Its Application in Fuzzy Identification. - Dingxue Zhang; Xinzhi Liu; Zhi-Hong Guan (IIH-MSP, 2006)

Stability of nontrivial solution of delay differential equations with state-dependent impulses. - Xinzhi Liu; Qing Wang 057 (Appl. Math. Comput., 2006)

Global exponential stability of high order Hopfield type neural networks. - Bingji Xu; Xinzhi Liu; Xiaoxin Liao (Appl. Math. Comput., 2006)

Stability theory of hybrid dynamical systems with time delay. - Xinzhi Liu; Jianhua Shen (IEEE Trans. Autom. Control., 2006)

Stability of a class of linear switching systems with time delay. - Sehjeong Kim; Sue Ann Campbell; Xinzhi Liu (IEEE Trans. Circuits Syst. I Regul. Pap., 2006)

Stability and Fairness Analysis of AIMD/RED System with Heterogeneous Delays. - Lijun Wang; Lin Cai 001; Xinzhi Liu; Xuemin Shen (GLOBECOM, 2007)

Exponential stability of impulsive cellular neural networks with time delay via Lyapunov functionals. - Qing Wang 057; Xinzhi Liu (Appl. Math. Comput., 2007)

Stability analysis and control synthesis for a class of switched neutral systems. - Yuping Zhang; Xinzhi Liu; Hong Zhu 001; Shouming Zhong (Appl. Math. Comput., 2007)

Impulsive stabilization of delay differential systems via the Lyapunov-Razumikhin method. - Qing Wang 057; Xinzhi Liu (Appl. Math. Lett., 2007)

Stability and TCP-friendliness of AIMD/RED systems with feedback delays. - Lijun Wang; Lin Cai 001; Xinzhi Liu; Xuemin Shen (Comput. Networks, 2007)

Feedback stabilization of dissipative impulsive dynamical systems. - Bin Liu 003; Xinzhi Liu; Kok Lay Teo (Inf. Sci., 2007)

Existence and Uniqueness and Stability of Solutions for Stochastic Impulsive Systems. - Bin Liu 003; Xinzhi Liu; Xiaoxin Liao (J. Syst. Sci. Complex., 2007)

Exponential stability and periodicity of cellular neural networks with time delay. - Shouming Zhong; Xinzhi Liu (Math. Comput. Model., 2007)

Robust Stability of Uncertain Discrete Impulsive Systems. - Bin Liu 003; Xinzhi Liu (IEEE Trans. Circuits Syst. II Express Briefs, 2007)

Stability Criteria for Impulsive Systems With Time Delay and Unstable System Matrices. - Xinzhi Liu; Xuemin Shen; Yi Zhang; Qing Wang 057 (IEEE Trans. Circuits Syst. I Regul. Pap., 2007)

Delay-Dependent Stability Analysis for Large-Scale Multiple-Bottleneck Systems Using Singular Perturbation Approach. - Lijun Wang; Hiroaki Mukaidani; Xuemin Shen; Xinzhi Liu (GLOBECOM, 2008)

Practical Stability and Bounds of Heterogeneous AIMD/RED System with Time Delay. - Lijun Wang; Lin Cai 001; Xinzhi Liu; Xuemin Shen (ICC, 2008)

Delay-dependent robust stability and control synthesis for uncertain switched neutral systems with mixed delays. - Duyu Liu; Xinzhi Liu; Shouming Zhong (Appl. Math. Comput., 2008)

Uniform stability of discrete impulsive systems. - Bin Liu 003; Xinzhi Liu (Int. J. Syst. Sci., 2008)

On stability of linear and weakly nonlinear switched systems with time delay. - Mohamad S. Alwan; Xinzhi Liu (Math. Comput. Model., 2008)

Delay independent stability criteria of impulsive switched systems with time-invariant delays. - Honglei Xu; Xinzhi Liu; Kok Lay Teo (Math. Comput. Model., 2008)

Impulsive Stabilization of High-Order Hopfield-Type Neural Networks With Time-Varying Delays. - Xinzhi Liu; Qing Wang 057 (IEEE Trans. Neural Networks, 2008)

Robust Stability Analysis of Guaranteed Cost Control for Impulsive Switched Systems. - Honglei Xu; Kok Lay Teo; Xinzhi Liu (IEEE Trans. Syst. Man Cybern. Part B, 2008)

Robust stability of uncertain discrete impulsive switching systems. - Zhigang Zhang; Xinzhi Liu (Comput. Math. Appl., 2009)

Stability analysis of multiple-bottleneck networks. - Lijun Wang; Lin Cai 001; Xinzhi Liu; Xuemin Shen; Junshan Zhang (Comput. Networks, 2009)

Exponential stability of switched stochastic delay systems with non-linear uncertainties. - Jun Liu 015; Xinzhi Liu; Wei-Chau Xie (Int. J. Syst. Sci., 2009)

Existence results of second-order impulsive neutral functional integrodifferential inclusions with unbounded delay in Banach spaces. - Junhao Hu; Xinzhi Liu (Math. Comput. Model., 2009)

Stability analysis for uncertain switched neutral systems with discrete time-varying delay: A delay-dependent method. - Duyu Liu; Shouming Zhong; Xinzhi Liu; Yuanqing Huang (Math. Comput. Simul., 2009)

Robust Stability Criterion for Delayed Neural Networks with Discontinuous Activation Functions. - Yi Zuo; Yaonan Wang 001; Lihong Huang; Zengyun Wang; Xinzhi Liu; Xiru Wu (Neural Process. Lett., 2009)

Analyzing the Robustness of Impulsive Synchronization Coupled by Linear Delayed Impulses. - Anmar Khadra; Xinzhi Liu; Xuemin Shen (IEEE Trans. Autom. Control., 2009)

Synchronization of non-autonomous chaotic systems with time-varying delay via delayed feedback control. - Thongchai Botmart; Piyapong Niamsup; Xinzhi Liu (ICARCV, 2010)

Boundedness of Heterogeneous TCP Flows with Multiple Bottlenecks. - Hongtao Zhang; Lin Cai 001; Xinzhi Liu; Xuemin Shen (WCNC, 2010)

On the (h0, h)-stabilization of switched nonlinear systems via state-dependent switching rule. - Jun Liu 015; Xinzhi Liu; Wei-Chau Xie (Appl. Math. Comput., 2010)

Bounds estimation and practical stability of AIMD/RED systems with time delays. - Lijun Wang; Lin Cai 001; Xinzhi Liu; Xuemin (Sherman) Shen (Comput. Networks, 2010)

Robust Delay-dependent Exponential Stability of Uncertain Stochastic System with Time-varying Delay. - Mingang Hua; Feiqi Deng; Xinzhi Liu; Yunjian Peng (Circuits Syst. Signal Process., 2010)

Neural network-based robust H∞ decentralised control strategy with new learning algorithm for robot manipulators. - Yi Zuo; Yaonan Wang 001; Lihong Huang; Xinzhi Liu; Xiru Wu; Zengyun Wang (Int. J. Autom. Control., 2010)

Existence, continuation, and uniqueness problems of stochastic impulsive systems with time delay. - Mohamad S. Alwan; Xinzhi Liu; Wei-Chau Xie (J. Frankl. Inst., 2010)

Stability criteria for impulsive reaction-diffusion Cohen-Grossberg neural networks with time-varying delays. - Jie Pan; Xinzhi Liu; Shouming Zhong (Math. Comput. Model., 2010)

New Results on Robust Exponential Stability of Uncertain Stochastic Neural Networks with Mixed Time-Varying Delays. - Mingang Hua; Xinzhi Liu; Feiqi Deng; Juntao Fei 001 (Neural Process. Lett., 2010)

Impulsive stabilization of stochastic functional differential equations. - Jun Liu 015; Xinzhi Liu; Wei-Chau Xie (Appl. Math. Lett., 2011)

Input-to-state stability of impulsive and switching hybrid systems with time-delay. - Jun Liu 015; Xinzhi Liu; Wei-Chau Xie (Autom., 2011)

Stochastic consensus seeking with communication delays. - Jun Liu 015; Xinzhi Liu; Wei-Chau Xie; Hongtao Zhang (Autom., 2011)

On Global Robust Stability of a Class of Delayed Neural Networks with Discontinuous Activation Functions and Norm-Bounded Uncertainty. - Yi Zuo; Yaonan Wang 001; Ying Zhang 063; Xinzhi Liu; Lihong Huang; Zengyun Wang; Xiru Wu (Circuits Syst. Signal Process., 2011)

Robust delay-dependent exponential stability for uncertain stochastic neural networks with mixed delays. - Feiqi Deng; Mingang Hua; Xinzhi Liu; Yunjian Peng; Juntao Fei 001 (Neurocomputing, 2011)

Fault estimator design for a class of switched systems with time-varying delay. - Shuai Yuan; Xinzhi Liu (Int. J. Syst. Sci., 2011)

Generalized invariance principles for switched delay systems. - Jun Liu 015; Xinzhi Liu; Wei-Chau Xie (IMA J. Math. Control. Inf., 2011)

New results on BIBO stability analysis for a class of neutral delay systems. - Bo Wang; Jun Wang 128; Xinzhi Liu; Shouming Zhong (J. Frankl. Inst., 2011)

Introduction. - M. A. Aziz-Alaoui; Cyrille Bertelle; Xinzhi Liu (Int. J. Bifurc. Chaos, 2012)

Multi-scroll Chaotic and hyperchaotic attractors Generated from Chen System. - Xinzhi Liu; Xuemin (Sherman) Shen; Hongtao Zhang (Int. J. Bifurc. Chaos, 2012)

Robust Sensor Fault Reconstruction for nonlinear Systems Using observers. - Changfan Zhang; Xinzhi Liu; Jing He 003 (Int. J. Bifurc. Chaos, 2012)

Global convergence of neural networks with mixed time-varying delays and discontinuous neuron activations. - Jun Liu 015; Xinzhi Liu; Wei-Chau Xie (Inf. Sci., 2012)

Stability criteria of a class of nonlinear impulsive switching systems with time-varying delays. - Qing Wang 057; Xinzhi Liu (J. Frankl. Inst., 2012)

Stability analysis for neutral Markovian jump systems with partially unknown transition probabilities. - Lianglin Xiong; Junkang Tian; Xinzhi Liu (J. Frankl. Inst., 2012)

Class-KL estimates and input-to-state stability analysis of impulsive switched systems. - Jun Liu 015; Xinzhi Liu; Wei-Chau Xie (Syst. Control. Lett., 2012)

Dynamics of a family of two-dimensional difference systems. - Wanping Liu; Xiaofan Yang; Xinzhi Liu (Appl. Math. Comput., 2013)

On design of robust reliable H∞ control and input-to-state stabilization of uncertain stochastic systems with state delay. - Mohamad S. Alwan; Xinzhi Liu; Wei-Chau Xie (Commun. Nonlinear Sci. Numer. Simul., 2013)

Stability Analysis and Synthesis of Discrete Impulsive Switched Systems with Time-Varying Delays and Parameter Uncertainty. - Zhigang Zhang; Xinzhi Liu (Circuits Syst. Signal Process., 2013)

Chaos entanglement: a New Approach to Generate Chaos. - Hongtao Zhang; Xinzhi Liu; Xuemin Shen; Jun Liu 015 (Int. J. Bifurc. Chaos, 2013)

Recent Advances in Hybrid Dynamical Systems. - Xinzhi Liu; Piyapong Niamsup; Qi-Ru Wang; Yi Zhang (J. Appl. Math., 2013)

Stability in Terms of Two Measures for Nonlinear Impulsive Systems on Time Scales. - Kexue Zhang; Xinzhi Liu (J. Appl. Math., 2013)

Comparison principle and stability of differential equations with piecewise constant arguments. - Mohamad S. Alwan; Xinzhi Liu; Wei-Chau Xie (J. Frankl. Inst., 2013)

SIS models with switching and pulse control. - Xinzhi Liu; Peter Stechlinski (Appl. Math. Comput., 2014)

Part-metric and its applications in discrete systems. - Wanping Liu; Xiaofan Yang; Xinzhi Liu; Stevo Stevic (Appl. Math. Comput., 2014)

Fractional order Lyapunov stability theorem and its applications in synchronization of complex dynamical networks. - Diyi Chen; Runfan Zhang; Xinzhi Liu; Xiaoyi Ma (Commun. Nonlinear Sci. Numer. Simul., 2014)

Chaos Entanglement: Leading Unstable Linear Systems to Chaos. - Hongtao Zhang; Xinzhi Liu; Xianguo Li (Int. J. Bifurc. Chaos, 2014)

Chaotification of a Class of Linear Switching Systems by Hybrid Driven Methods. - Yuping Zhang; Xinzhi Liu; Hong Zhu 001; Yong Zeng 003 (Int. J. Bifurc. Chaos, 2014)

Stability and input-to-state stability for stochastic systems and applications. - Mohamad S. Alwan; Xinzhi Liu (Appl. Math. Comput., 2015)

A Series of New Chaotic Attractors via Switched Linear Integer Order and Fractional Order Differential Equations. - Fei Xu 007; Ross Cressman; Xiao-Bao Shu; Xinzhi Liu (Int. J. Bifurc. Chaos, 2015)

Exponential stability of a class of complex-valued neural networks with time-varying delays. - Jie Pan; Xinzhi Liu; Wei-Chau Xie (Neurocomputing, 2015)

New delay-dependent stability criteria for neutral-type neural networks with mixed random time-varying delays. - Kaibo Shi; Shouming Zhong; Hong Zhu 001; Xinzhi Liu; Yong Zeng 003 (Neurocomputing, 2015)

Stochastic dynamics of HIV models with switching parameters and pulse control. - Xiying Wang 002; Xinzhi Liu; Wei Xu 009; Kexue Zhang (J. Frankl. Inst., 2015)

Special issue on advances in nonlinear dynamics and control. - Guilin Wen; Giuseppe Grassi; Zaichun Feng; Xinzhi Liu (J. Frankl. Inst., 2015)

Hybrid stabilization and synchronization of nonlinear systems with unbounded delays. - Xinzhi Liu; Peter Stechlinski (Appl. Math. Comput., 2016)

Novel delay-dependent master-slave synchronization criteria of chaotic Lur'e systems with time-varying-delay feedback control. - Kaibo Shi; Xinzhi Liu; Hong Zhu 001; Shouming Zhong; Yong Zeng 003; Chun Yin (Appl. Math. Comput., 2016)

Synchronization of linear dynamical networks on time scales: Pinning control via delayed impulses. - Xinzhi Liu; Kexue Zhang (Autom., 2016)

On designing stochastic sampled-data controller for master-slave synchronization of chaotic Lur'e system via a novel integral inequality. - Kaibo Shi; Xinzhi Liu; Hong Zhu 001; Shouming Zhong (Commun. Nonlinear Sci. Numer. Simul., 2016)

Bifurcation of Bounded Solutions of Impulsive Differential Equations. - Kevin E. M. Church; Xinzhi Liu (Int. J. Bifurc. Chaos, 2016)

Further results on absolute stability of Lur'e systems with a time-varying delay. - Shen-Ping Xiao; Xinzhi Liu; Chang-Fan Zhang; Hong-Bing Zeng (Neurocomputing, 2016)

Some novel approaches on state estimation of delayed neural networks. - Kaibo Shi; Xinzhi Liu; Yuanyan Tang; Hong Zhu 001; Shouming Zhong (Inf. Sci., 2016)

Recent results on stochastic hybrid dynamical systems. - Mohamad S. Alwan; Xinzhi Liu (J. Control. Decis., 2016)

Global stability and persistence of HIV models with switching parameters and pulse control. - Xiying Wang 002; Xinzhi Liu; Wei-Chau Xie; Wei Xu 009; Yong Xu 011 (Math. Comput. Simul., 2016)

Development of Hexapod Robot with one passive joint on foot. - Lei Zhang; Xinzhi Liu; Xijie Guo (ROBIO, 2017)

Dynamical behavior of a stochastic two-species Monod competition chemostat model. - Shulin Sun; Yaru Sun; Guang Zhang; Xinzhi Liu (Appl. Math. Comput., 2017)

Finite-Time Stability of Large-Scale Systems with Interval Time-Varying Delay in Interconnection. - Teerapong La-inchua; Piyapong Niamsup; Xinzhi Liu (Complex., 2017)

Bifurcation Analysis and Application for Impulsive Systems with Delayed Impulses. - Kevin E. M. Church; Xinzhi Liu (Int. J. Bifurc. Chaos, 2017)

Stochastic mean square exponential synchronisation of time-varying complex dynamical networks via pinning control. - Xin Wang 027; Xinzhi Liu; Kun She 001; Shouming Zhong; Kaibo Shi (Int. J. Syst. Sci., 2017)

Finite-time lag synchronization of master-slave complex dynamical networks with unknown signal propagation delays. - Xin Wang 027; Xinzhi Liu; Kun She 001; Shouming Zhong (J. Frankl. Inst., 2017)

State estimation of neural networks with two Markovian jumping parameters and multiple time delays. - Jiaojiao Ren; Xinzhi Liu; Hong Zhu 001; Shouming Zhong; Kaibo Shi (J. Frankl. Inst., 2017)

Dynamical Behavior of Complex-Valued Hopfield Neural Networks with Discontinuous Activation Functions. - Zengyun Wang; Zhenyuan Guo; Lihong Huang; Xinzhi Liu (Neural Process. Lett., 2017)

External stability of switching control systems. - Cong Wu 005; Xinzhi Liu (Syst. Control. Lett., 2017)

Pinning Impulsive Synchronization of Reaction-Diffusion Neural Networks With Time-Varying Delays. - Xinzhi Liu; Kexue Zhang; Wei-Chau Xie (IEEE Trans. Neural Networks Learn. Syst., 2017)

Pinning stochastic sampled-data control for exponential synchronization of directed complex dynamical networks with sampled-data communications. - Deqiang Zeng; Ruimei Zhang; Xinzhi Liu; Shouming Zhong; Kaibo Shi (Appl. Math. Comput., 2018)

A novel approach to stability and stabilization of fuzzy sampled-data Markovian chaotic systems. - Ruimei Zhang; Xinzhi Liu; Deqiang Zeng; Shouming Zhong; Kaibo Shi (Fuzzy Sets Syst., 2018)

Constructing Chaotic Systems from a Class of Switching Systems. - Yuping Zhang; Xinzhi Liu; Huaiyue Zhang; Chunhua Jia (Int. J. Bifurc. Chaos, 2018)

Improved results on synchronisation of delayed complex dynamical networks via sampled-data control. - Deqiang Zeng; Ruimei Zhang; Xinzhi Liu; Shouming Zhong; Kaibo Shi (Int. J. Syst. Sci., 2018)

A new singular system approach to output feedback sliding mode control for fractional order nonlinear systems. - Tao Zhan; Xinzhi Liu; Shuping Ma (J. Frankl. Inst., 2018)

Stabilization of nonlinear time-delay systems: Distributed-delay dependent impulsive control. - Xinzhi Liu; Kexue Zhang (Syst. Control. Lett., 2018)

Design of an Optical Filter to Improve Green Pepper Segmentation Using a Deep Neural Network. - Jun Yu 007; Xinzhi Liu; Pan Wang 014; Toru Kurihara (ACPR (2), 2019)

Synchronization of Interconnected Discontinuous Neural Networks With Nonlinear Coupling Functions. - Zengyun Wang; Xinzhi Liu (IEEE Access, 2019)

Distributed state estimation for stochastic discrete-time sensor networks with redundant channels. - Qian Li; Xinzhi Liu; Qingxin Zhu; Shouming Zhong; Dian Zhang (Appl. Math. Comput., 2019)

An extended synchronization analysis for memristor-based coupled neural networks via aperiodically intermittent control. - Mengzhuo Luo; Jun Cheng 004; Xinzhi Liu; Shouming Zhong (Appl. Math. Comput., 2019)

Threshold control strategy for a non-smooth Filippov ecosystem with group defense. - Wenjie Qin; Xuewen Tan; Marco Tosato; Xinzhi Liu (Appl. Math. Comput., 2019)

Synchronization of coupled reaction-diffusion neural networks: Delay-dependent pinning impulsive control. - Xiang Xie; Xinzhi Liu; Honglei Xu; Xiaobing Luo; Genfan Liu (Commun. Nonlinear Sci. Numer. Simul., 2019)

Models to Assess the Effects of Nonsmooth Control and Stochastic Perturbation on Pest Control: A Pest-Natural-Enemy Ecosystem. - Xuewen Tan; Wenjie Qin; Guangyao Tang; Changcheng Xiang 001; Xinzhi Liu (Complex., 2019)

Exponential H∞ synchronization of switching fuzzy systems with time-varying delay and impulses. - Jiaojiao Ren; Xinzhi Liu; Hong Zhu 001; Shouming Zhong; Cong Wu 005 (Fuzzy Sets Syst., 2019)

Dynamics and Bifurcation Analysis of a Filippov Predator-Prey Ecosystem in a Seasonally Fluctuating Environment. - Wenjie Qin; Xuewen Tan; Xiaotao Shi; Junhua Chen; Xinzhi Liu (Int. J. Bifurc. Chaos, 2019)

Passivity-based non-fragile control for Markovian jump delayed systems via stochastic sampling. - Jiaojiao Ren; Xinzhi Liu; Hong Zhu 001; Shouming Zhong (Int. J. Control, 2019)

Extended dissipative memory sampled-data synchronization control of complex networks with communication delays. - Xin Wang 027; Xinzhi Liu; Kun She 001; Shouming Zhong; Qishui Zhong (Neurocomputing, 2019)

Synchronization of delayed coupled switched neural networks: Mode-dependent average impulsive interval. - Xiang Xie; Xinzhi Liu; Honglei Xu (Neurocomputing, 2019)

Fractional order predictive sliding-mode control for a class of nonlinear input-delay systems: singular and non-singular approach. - Ladan Khoshnevisan; Xinzhi Liu (Int. J. Syst. Sci., 2019)

Exponential stability and H∞ control of uncertain singular nonlinear switched systems with impulsive perturbations. - Tao Zhan; Shuping Ma; Xinzhi Liu; Hao Chen 021 (Int. J. Syst. Sci., 2019)

Stochastic synchronization of semi-Markovian jump chaotic Lur'e systems with packet dropouts subject to multiple sampling periods. - Qian Li; Xinzhi Liu; Qingxin Zhu; Shouming Zhong; Jun Cheng 004 (J. Frankl. Inst., 2019)

Impulsive observer design for a class of switched nonlinear systems with unknown inputs. - Tao Zhan; Shuping Ma; Xinzhi Liu; Hao Chen 021 (J. Frankl. Inst., 2019)

Exponential stability of impulsive complex-valued neural networks with time delay. - Zengyun Wang; Xinzhi Liu (Math. Comput. Simul., 2019)

Cost-Effective Robust Stabilization and Bifurcation Suppression. - Kevin E. M. Church; Xinzhi Liu (SIAM J. Control. Optim., 2019)

New Results on Stability Analysis for Delayed Markovian Generalized Neural Networks With Partly Unknown Transition Rates. - Ruimei Zhang; Deqiang Zeng; Xinzhi Liu; Shouming Zhong; Jun Cheng 004 (IEEE Trans. Neural Networks Learn. Syst., 2019)

Delay-Dependent Impulsive Distributed Synchronization of Stochastic Complex Dynamical Networks With Time-Varying Delays. - Xin Wang 027; Xinzhi Liu; Kun She 001; Shouming Zhong; Lin Shi 002 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

De-Background Generative Adversarial Networks for Object Detection. - Shihan Yan; Xinzhi Liu; Kun Zhang (CIPAE, 2020)

A new approach to generalized dissipativity analysis for fuzzy systems with coupling memory sampled-data control. - Jinnan Luo; Xinzhi Liu; Wenhong Tian; Shouming Zhong; Kaibo Shi; Jun Cheng 004 (Appl. Math. Comput., 2020)

A new looped-functional for stability analysis of the linear impulsive system. - Ping Li; Xinzhi Liu; Wu Zhao; Shouming Zhong (Commun. Nonlinear Sci. Numer. Simul., 2020)

Stability analysis by contraction principle for impulsive systems with infinite delays. - Xinzhi Liu; Cesar Ramirez (Commun. Nonlinear Sci. Numer. Simul., 2020)

Adaptive control of Markov jump distributed parameter systems via model reference. - Huihui Ji; Baotong Cui; Xinzhi Liu (Fuzzy Sets Syst., 2020)

Robust D-stability test of LTI general fractional order control systems. - Reza Mohsenipour; Xinzhi Liu (IEEE CAA J. Autom. Sinica, 2020)

Multi-group formation tracking control via impulsive strategy. - Zixing Wu; Xinzhi Liu; Jinsheng Sun; Ximing Wang (Neurocomputing, 2020)

Stabilization analysis for fuzzy systems with a switched sampled-data control. - Jinnan Luo; Mengling Li; Xinzhi Liu; Wenhong Tian; Shouming Zhong; Kaibo Shi (J. Frankl. Inst., 2020)

Stability of stochastic functional differential systems with semi-Markovian switching and Lévy noise by functional Itô's formula and its applications. - Jun Yang; Xinzhi Liu; Xingwen Liu (J. Frankl. Inst., 2020)

Input-to-State Stability of Time-Delay Systems With Delay-Dependent Impulses. - Xinzhi Liu; Kexue Zhang (IEEE Trans. Autom. Control., 2020)

A Hybrid Proportional Impulsive Plus Integral Robust Control Algorithm for H∞ Stabilization. - Hao Chen 021; Xinzhi Liu; Xingwen Liu; Shouming Zhong (IEEE Trans. Syst. Man Cybern. Syst., 2020)

ReCFA: Resilient Control-Flow Attestation. - Yumei Zhang; Xinzhi Liu; Cong Sun 001; Dongrui Zeng; Gang Tan; Xiao Kan; Siqi Ma (ACSAC, 2021)

Leader-following consensus of multi-agent systems via novel sampled-data event-triggered control. - Can Zhao 003; Xinzhi Liu; Shouming Zhong; Kaibo Shi; Daixi Liao; Qishui Zhong (Appl. Math. Comput., 2021)

Learning an optical filter for green pepper automatic picking in agriculture. - Xinzhi Liu; Jun Yu 007; Toru Kurihara; Ke Li; Zhao Niu; Shu Zhan (Comput. Electron. Agric., 2021)

Networked sampled-data control of distributed parameter systems via distributed sensor networks. - Huihui Ji; Baotong Cui; Xinzhi Liu (Commun. Nonlinear Sci. Numer. Simul., 2021)

Convergence Analysis of a Continuous-Time Distributed Gradient Descent Algorithm. - Mengyao Zhang; Xinzhi Liu; Jun Liu 015 (IEEE Control. Syst. Lett., 2021)

Sliding Dynamics and Bifurcations in the Extended Nonsmooth Filippov Ecosystem. - Wenjie Qin; Xuewen Tan; Xiaotao Shi; Marco Tosato; Xinzhi Liu (Int. J. Bifurc. Chaos, 2021)

Exponential stability and synchronization of Memristor-based fractional-order fuzzy cellular neural networks with multiple delays. - Xueqi Yao; Xinzhi Liu; Shouming Zhong (Neurocomputing, 2021)

Neural-Network-Based Robust Tracking Control for Condenser Cleaning Crawler-Type Mobile Manipulators with Delayed Uncertainties. - Yi Zuo; Dong Hu; Yaonan Wang 001; Xinzhi Liu; Minghua Xie; Lihua Cao; Zhisheng Chen; Huimin Zhao (Int. J. Soc. Robotics, 2021)

Delay-dependent cluster synchronization of time-varying complex dynamical networks with noise via delayed pinning impulsive control. - Guang Ling; Xinzhi Liu; Ming-Feng Ge; Yonghong Wu (J. Frankl. Inst., 2021)

Input-to-state stabilization of time-delay systems: An event-triggered hybrid approach with delay-dependent impulses. - Xiang Xie; Haiyang Zhang; Xinzhi Liu; Honglei Xu; Xiaodi Li 001 (J. Frankl. Inst., 2021)

Threshold dynamics and pulse control of a stochastic ecosystem with switching parameters. - Hongxia Zhang; Xinzhi Liu; Wei Xu 009 (J. Frankl. Inst., 2021)

IGAGCN: Information geometry and attention-based spatiotemporal graph convolutional networks for traffic flow prediction. - Jiyao An; Liang Guo; Wei Liu; Zhiqiang Fu; Ping Ren; Xinzhi Liu; Tao Li (Neural Networks, 2021)

Invariant Manifold-Guided Impulsive Stabilization of Delay Equations. - Kevin E. M. Church; Xinzhi Liu (IEEE Trans. Autom. Control., 2021)

Nonfragile Sampled-Data Filtering of Uncertain Fuzzy Systems With Time-Varying Delays. - Jinnan Luo; Xinzhi Liu; Wenhong Tian; Shouming Zhong; Kaibo Shi (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Stabilization of Boolean control networks with state-triggered impulses. - Rongpei Zhou; Yuqian Guo; Xinzhi Liu; Weihua Gui 001 (Sci. China Inf. Sci., 2022)

Input-to-state stability for switched stochastic nonlinear systems with mode-dependent random impulses. - Guang Ling; Xinzhi Liu; Zhi-Hong Guan; Ming-Feng Ge; Yu-Han Tong (Inf. Sci., 2022)

Integral sliding-mode robust observer-based congestion control for wireless access networks. - Ladan Khoshnevisan; Farzad Rajaei Salmasi; Xinzhi Liu (J. Control. Decis., 2022)

Multi-group hybrid impulsive flocking control of heterogenous multi-agent systems. - Zhanlue Liang; Xinzhi Liu (J. Frankl. Inst., 2022)

Exploring more diverse network architectures for single image super-resolution. - Guoan Cheng; Ai Matsune; Hao Du; Xinzhi Liu; Shu Zhan (Knowl. Based Syst., 2022)

A second-order accelerated neurodynamic approach for distributed convex optimization. - Xinrui Jiang; Sitian Qin; Xiaoping Xue 001; Xinzhi Liu (Neural Networks, 2022)

Event-based master-slave synchronization of complex-valued neural networks via pinning impulsive control. - Yuan Shen 003; Xinzhi Liu (Neural Networks, 2022)

Compressed feature vector-based effective object recognition model in detection of COVID-19. - Chao Chen; Jinhong Mao; Xinzhi Liu; Yi Tan; Ghada M. Abaido; Hamdy Alsayed (Pattern Recognit. Lett., 2022)

Hybrid Event-Triggered and Impulsive Control Strategy for Multiagent Systems With Switching Topologies. - Taotao Hu; Xinzhi Liu; Zheng He; Xiaojun Zhang; Shouming Zhong (IEEE Trans. Cybern., 2022)

Sampled-Data-Based Event-Triggered Synchronization Strategy for Fractional and Impulsive Complex Networks With Switching Topologies and Time-Varying Delay. - Taotao Hu; Ju H. Park 001; Xinzhi Liu; Zheng He; Shouming Zhong (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Efficiently Amalgamated CNN-Transformer Network for Image Super-Resolution Reconstruction. - Mengyuan Zheng; Huaijuan Zang; Xinzhi Liu; Guoan Cheng; Shu Zhan (PRCV (11), 2023)

Service-oriented Intelligent OODA Loop. - Yan Zhao; Pengcheng Wen; Linting Bai; Xinzhi Liu; Zhonghua Wang; Na Wu (SNPD-Winter, 2023)

Practical synchronization of neural networks with delayed impulses and external disturbance via hybrid control. - Shiyu Dong; Xinzhi Liu; Shouming Zhong; Kaibo Shi; Hong Zhu 001 (Neural Networks, 2023)

Generalized synchronization of delayed complex-valued dynamical networks via hybrid control. - Yuan Shen 003; Xinzhi Liu (Commun. Nonlinear Sci. Numer. Simul., 2023)

Exponential Bipartite Synchronization of Fractional-Order Multilayer Signed Networks via Hybrid Impulsive Control. - Yao Xu; Teng Lin; Xinzhi Liu; Wenxue Li (IEEE Trans. Cybern., 2023)

Event-triggered polynomial input-to-state stability in mean square for pantograph stochastic systems. - Peilin Yu; Feiqi Deng; Xinzhi Liu; Yuanyuan Sun (Int. J. Syst. Sci., 2023)

Removal of Redundant Information via Discrete Representation for Monocular Depth Estimation. - Hao Du; Xinzhi Liu; Guoan Cheng; Ai Matsune; Liangfeng Xu; Shu Zhan (J. Circuits Syst. Comput., 2023)

Safe control of logical control networks with random impulses. - Rongpei Zhou; Yuqian Guo; Yuhao Wang 001; Zejun Sun; Xinzhi Liu (Neural Networks, 2023)

Iterative Fusion and Dual Enhancement for Accurate and Efficient Object Detection. - Zhipeng Duan; Zhiqiang Zhang; Xinzhi Liu; Guoan Cheng; Liangfeng Xu; Shu Zhan (J. Circuits Syst. Comput., 2023)

Finite-Time Observability of Probabilistic Logical Control Systems. - Rongpei Zhou; Yuqian Guo; Xinzhi Liu; Weihua Gui 001 (J. Syst. Sci. Complex., 2023)

Practical Finite-Time Stability of Nonlinear Systems With Delayed Impulsive Control. - Qiang Xi; Xinzhi Liu; Xiaodi Li 001 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Fixed-time bipartite synchronization of nonlinear impulsive time-varying signed networks with delays. - Yao Xu; Xinzhi Liu; Lu Zhang; Wenxue Li; Yongbao Wu; Yang Liu 197 (Appl. Math. Comput., 2024)

SPICE Modelling-Assisted evaluation of dynamic on-resistance characterization in Schottky p-GaN HEMTs amid synchronous buck transient instabilities. - Xinzhi Liu; Mengyuan Hua; Suhaidi Shafie; Mohd Amran Mohd Radzi; Norhafiz Azis (Comput. Electr. Eng., 2024)

Input-to-state hybrid impulsive formation stabilization for multi-agent systems with impulse delays. - Zhanlue Liang; Xinzhi Liu (Commun. Nonlinear Sci. Numer. Simul., 2024)

A Neural-Lyapunov-Based Adaptive Resilient Cruise Control of Platoons Subject to Cyber-Attacks on Leaders. - Ladan Khoshnevisan; Xinzhi Liu (IEEE Control. Syst. Lett., 2024)

Optimal control of Boolean control networks with state-triggered impulses. - Shuhuai Tan; Rongpei Zhou; Yuhao Wang 001; Qiegen Liu; Xinzhi Liu (Expert Syst. Appl., 2024)

Hybrid protocols for leader-follower consensus of multi-agent systems with distributed delays. - Xinzhi Liu; Yuan Shen 003 (J. Frankl. Inst., 2024)

A complex neural network model by Hilbert Transform. - Xinzhi Liu; Jun Yu 001; Toru Kurihara; Congzhong Wu; Haiyan Zhang; Shu Zhan (Pattern Recognit. Lett., 2024)

Spectrum Attention Mechanism for a Complex Neural Network. - Xinzhi Liu; Jun Yu 007; Toru Kurihara; Congzhong Wu; Shu Zhan (IEEE Signal Process. Lett., 2024)

Finite-Time Synchronization of Complex Dynamical Networks via a Novel Hybrid Controller. - Qiang Xi; Xinzhi Liu; Xiaodi Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Self-Triggered Impulsive Approach to Group Consensus of MASs With Sensing/Actuation Delays. - Xiang Xie; Xiaodi Li 001; Shiji Song; Xinzhi Liu (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Quasi-synchronization of Caputo-Hadamard fractional-order memristive neural networks with time-varying delays. - Haining Li; Hong-Li Li; Tingwen Huang; Xinzhi Liu; Jinde Cao (Neural Networks, 2025)

Quasi-Synchronization of Heterogeneous Fractional-Order Dynamical Networks With Time-Varying Couplings. - Yao Xu; Haodong Wang; Xinzhi Liu; Wenxue Li (IEEE Trans Autom. Sci. Eng., 2025)

A Secure Adaptive Resilient Neural Network-Based Control of Heterogeneous Connected Automated Vehicles Subject to Cyber Attacks. - Ladan Khoshnevisan; Xinzhi Liu (IEEE Trans. Veh. Technol., 2025)

Synchronization of directed and multiplex reaction-diffusion neural networks with hybrid unknown coupling. - Shanrong Lin; Xiwei Liu; Xinzhi Liu (Commun. Nonlinear Sci. Numer. Simul., 2026)