熊文俊｜广西师范大学｜学者主页

2026

Iterative learning control for a two-dimensional discrete Fornasini-Marchesini system with deception attacks

Aimin Li, Wenjun Xiong, Xiaoxiao Wang, Jun Lv, Jinliang Shao

International Journal Of Systems Science

DOI

2026

A two-parameter family of Hollander–Proschan–type tests against NBUE alternatives

Juan Ding, Chi Zhou, Anqi Xia, Wenxin Zhou, Wenjun Xiong

AIMS Mathematics

DOI

2026

Iterative learning security control for Two-Dimensional T-S fuzzy systems under weighted Try-Once-Discard protocol

Aimin Li, Chi Huang, Wenjun Xiong, Jun Lv, Tie-Shan Li

Journal of the Franklin Institute

DOI

2026

Fuzzy Iterative Learning Control for Strict-Feedback Nonlinear Systems With Variable Trial Lengths: Robust Handling of Composite Uncertainties

Xue Luo, Yao Chen, Jiale Jing, Wenjun Xiong, Jin-De Cao

IEEE Transactions on Automation Science and Engineering

DOI

2025

Q-learning approach to asymptotic feedback set stabilization with missing data in networked systems

Yan Li, Ziyi Yang, Chi-Huang Huang, Wenjun Xiong

Engineering analysis with boundary elements

DOI

2025

Continuous-Time Markov Networks: From Merging Rules to Synchronizing Control

Chang-Xi Li, Lin Lin, Wenjun Xiong, J. Lam, Ka-Wai Kwok

IEEE Transactions on Automatic Control

DOI

2025

Designing Pinning Control Synchronization Scheme for Inertial Memristive Neural Networks With Dynamic Granger Causality

Man-Man Yuan, Jia-Pei Li, Yunzhou Li, Wenjun Xiong, Guan-Rong Chen

IEEE Transactions on Automation Science and Engineering

DOI

2024

Iterative Learning Control for Network Systems Under Constrained Information Communication

Wenjun Xiong, Zijian Luo, Daniel W. C. Ho

Intelligent Control and Learning Systems

DOI

2024

Designing Iterative Learning Schemes for Cooperative-Antagonistic Systems With Random Access Communication Protocols

Wenjun Xiong, Xiaoxiao Wang, Lei Zou, Guanrong Chen

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Distributed quadratic optimization with terminal consensus iterative learning strategy

Zijian Luo, Wenjun Xiong, Ting-Wen Huang, Jiang Duan

Neurocomputing

DOI

2023

Iterative learning security control for discrete-time systems subject to deception and DoS attacks

Wenjun Xiong, Zijian Luo, Guanghui Wen, Tao Yang

Science China Information Sciences

DOI

2023

Asymptotic Stability of Delayed Boolean Networks With Random Data Dropouts

Chi Huang, Wenjun Xiong, Jian-Quan Lu, Darong Huang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Global asymptotic stability of switched boolean networks with missing data

Jiahui Song, Chi Huang, Wenjun Xiong

Journal of the Franklin Institute

DOI

2023

Finite-Level Quantized Iterative Learning Control for a Class of Fuzzy Cellular Neural Networks Based on Encoding-Decoding Mechanism

Yu-Han Yang, Dan Ma, Wenjun Xiong, Xichen Li

International Conference on Computing, Networking and Communications

DOI

2022

基于稀疏超高维非参数可加模型的条件独立筛选

徐萍，钟思敏，李斌斌，熊文俊

《广西师范大学学报(自然科学版)》

2022

Terminal Iterative Learning Scheme for Consensus Problem in Multi-Agent Systems with State Constraints

Yan Zhang, Zijian Luo, Wenjun Xiong

Journal of Physics, Conference Series

DOI

2022

On Designing Learning Control Scheme for Multilayer Supply Chain Networks With Constraints

Wenjun Xiong, Chen Liu, Guanghui Wen, Jian-Long Qiu, Yongjun Xu

IEEE Transactions on Systems, Man & Cybernetics. Systems

DOI

2022

Synchronization of an Array of Coupled Probabilistic Boolean Networks

Chi Huang, Daniel W. C. Ho, Jian-Quan Lu, Wenjun Xiong, Jin-De Cao

IEEE Transactions on Systems, Man & Cybernetics. Systems

DOI

2022

Practical fixed-time stability analysis of discrete-time network systems via sliding mode control

Yan Zhang, Zijian Luo, Wenjun Xiong

Other Conferences

DOI

2022

Security Analysis of Discrete Nonlinear Systems With Injection Attacks Under Iterative Learning Schemes

Wenjun Xiong, K. Gong, Guanghui Wen, Jin-Hu Lu

IEEE Transactions on Systems, Man & Cybernetics. Systems

DOI

2021

Finite-iteration learning tracking of multi-agent systems via the distributed optimization method

Zijian Luo, Wenjun Xiong, Chi Huang

Neurocomputing

DOI

2021

A periodic iterative learning scheme for finite-iteration tracking of discrete networks based on FlexRay communication protocol

Wenjun Xiong, D. Ho, Shifan Wen

Information Sciences

DOI

2020

Observer‐based state tracking for discrete linear multi‐agent systems with switching topologies via learning control strategies

Zijian Luo, Wenjun Xiong, Wangli He, Yao Chen

DOI

2020

Finite-Iteration Tracking of Singular Coupled Systems Based on Learning Control With Packet Losses

Wenjun Xiong, Long Xu, Ting-Wen Huang, Xing-Huo Yu, Yue Liu

IEEE Transactions on Systems, Man & Cybernetics. Systems

DOI

2020

Multilayered Sampled-Data Iterative Learning Tracking for Discrete Systems With Cooperative–Antagonistic Interactions

Wenjun Xiong, D. Ho, Long Xu

IEEE Transactions on Cybernetics

DOI

2020

Simplifying Complex Network Stability Analysis via Hierarchical Node Aggregation and Optimal Periodic Control

Wenjun Xiong, Xing-Huo Yu, Chen Liu, Guanghui Wen, Shi-Ping Wen

IEEE Transactions on Neural Networks and Learning Systems

DOI

2020

Event-triggered state tracking for two-dimensional neural networks with impulsive learning control schemes

Zijian Luo, Wenjun Xiong, Jin-De Cao, Chi Huang

Journal of the Franklin Institute

DOI

2020

Consensus Learning Tracking of Two-dimensional Discrete Networks Based on Sliding Mode Method

Zijian Luo, Wenjun Xiong

2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS)

DOI

2019

Stabilization and oscillations design for a family of cyclic boolean networks via nodes connection

Yan Zhang, Jie Zhong, Wenjun Xiong, Jin-De Cao

Neurocomputing

DOI

2018

Stability of Singular Discrete-Time Neural Networks With State-Dependent Coefficients and Run-to-Run Control Strategies

Wenjun Xiong, Xing-Huo Yu, Ragini Patel, Ting-Wen Huang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2018

Consensus Tracking in Multi-Node Systems Using Iterative Learning Control Based on Delay Exponential Matrix

Zijian Luo, Wenjun Xiong, Xing-Huo Yu

Unmanned Systems

DOI

2018

Synchronous and Asynchronous Iterative Learning Strategies of T–S Fuzzy Systems With Measurable and Unmeasurable State Information

Wenjun Xiong, Long Xu, D. Ho, Jin-De Cao, Ting-Wen Huang

IEEE transactions on fuzzy systems

DOI

2017

Impulsive synchronisation of singular hybrid coupled networks with time-varying nonlinear perturbation

Wenjun Xiong, Dan Zhang, Jinde Cao

International Journal Of Systems Science，Vol. 480, No. 2

DOI

2017

不連続反復学習制御に基づく結合連続ネットワークの追跡解析【Powered by NICT】

Wenjun Xiong, Wei-Xing Zheng, Jin-De Cao

2017

Stability analysis of two-dimensional neutral-type Cohen–Grossberg BAM neural networks

Wenjun Xiong, Yunbo Shi, Jin-De Cao

Neural computing & applications (Print)

DOI

2017

Synchronization of Hierarchical Time-Varying Neural Networks Based on Asynchronous and Intermittent Sampled-Data Control

Wenjun Xiong, Ragini Patel, Jin-De Cao, Wei-Xing Zheng

IEEE Transactions on Neural Networks and Learning Systems

DOI

2017

Quantized Iterative Learning Consensus Tracking of Digital Networks With Limited Information Communication

Wenjun Xiong, Xing-Huo Yu, Yao Chen, Jie Gao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2017

Tracking analysis of coupled continuous networks based on discontinuous iterative learning control

Wenjun Xiong, W. Zheng, Jin-De Cao

Neurocomputing

DOI

2016

分组检测方法综述

熊文俊，丁娟，李启寨

《数理统计与管理》，Vol. 35, No. 5

下载原文

2016

Asymptotic synchronization for stochastic memristor-based neural networks with noise disturbance

Jie Gao, Peiyong Zhu, Wenjun Xiong, Jin-De Cao, Lin Zhang

Journal of the Franklin Institute

DOI

2016

Quasi-synchronization of nonlinearly coupled networks with measurement noise

Jie Ying Gao, Peiyong Zhu, Wenjun Xiong

International Conference on Industrial Technology

DOI

2016

Backstepping approach to a class of hierarchical multi-agent systems with communication disturbance

Wenjun Xiong, D. Ho, Jin-De Cao, Wei-Xing Zheng

DOI

2016

Convergence of Infinite Products of Stochastic Matrices: A Graphical Decomposition Criterion

Yao Chen, Wenjun Xiong, Fangfei Li

IEEE Transactions on Automatic Control

DOI

2016

Saturated Finite Interval Iterative Learning for Tracking of Dynamic Systems With HNN-Structural Output

Wenjun Xiong, D. Ho, Xing-Huo Yu

IEEE Transactions on Neural Networks and Learning Systems

DOI

2016

Iterative learning control for discrete-time systems with event-triggered transmission strategy and quantization

Wenjun Xiong, Xing-Huo Yu, Ragini Patel, Wenwu Yu

at - Automatisierungstechnik

DOI

2015

Interval stability of time-varying two-dimensional hierarchical discrete-time multi-agent systems

Wenjun Xiong, T. Hayat, Jin-De Cao

DOI

2015

A new approach to finite-time tracking of coupled continuous networks

Wenjun Xiong, W. Zheng

International Symposium on Circuits and Systems

DOI

2014

Improved delay-partitioning method to stability analysis for neural networks with discrete and distributed time-varying delays

Junkang Tian, Wenjun Xiong, Fang Xu

Applied Mathematics and Computation

DOI

2014

Fuzzy Modelling and Consensus of Nonlinear Multiagent Systems With Variable Structure

Wenjun Xiong, Wenwu Yu, Jin-Hu Lu, Xing-Huo Yu

IEEE Transactions on Circuits and Systems Part 1: Regular Papers

DOI

2013

Fuzzy sampled controller design for consensus of multiagent networks with varying connections

Wenjun Xiong, Wenwu Yu, Jin-Hu Lu, Xing-Huo Yu

Asian Control Conference

DOI

2012

Impulsive consensus of multi‐agent directed networks with nonlinear perturbations

Wenjun Xiong, Daniel W. C. Ho, Jin-De Cao

DOI

2011

Two-targets tracking problem in sensor network with partial information transmission

Chi Huang, D. Ho, Wenjun Xiong, Jian-Quan Lu

Asian Control Conference

2011

Synchronization of continuous complex networks based on asynchronously discontinuous controllers.

Wenjun Xiong, Wenwu Yu

Chaos

DOI

2011

Dynamical analysis of a game network

Wenjun Xiong, D. Ho, Jin-De Cao

DOI

2011

Consensus Analysis of Multiagent Networks via Aggregated and Pinning Approaches

Wenjun Xiong, D. Ho, Zi-Dong Wang

IEEE Transactions on Neural Networks

DOI

2010

Chaotic Behavior of Variable Structure Control Systems

Wenjun Xiong

2010

Synchronization and consensus analysis of complex networks

Wenjun Xiong

2010

Pinning synchronization of time-varying polytopic directed stochastic networks

Wenjun Xiong, D. Ho, Chi Huang

DOI

2010

Pinning scheme for complex networks based on PageRank Algorithm

Yao Chen, Wenjun Xiong, Jinhu Lux, D. Ho

2010 International Conference on Intelligent Computing and Integrated Systems

DOI

2009

Robust convergence of Cohen–Grossberg neural networks with time-varying delays

Wenjun Xiong, De-Yi Ma, Jinling Liang

DOI

2009

Pinning Synchronization of Directed Networks with Markovian Jump and Nonlinear Perturbations* *This work was jointly supported by CityU under a research grant (7002208).

Wenjun Xiong, D. Ho

DOI

2009

Consensus of multi-agent directed networks with nonlinear perturbations via impulsive control

Wenjun Xiong, D. Ho

IEEE Conference on Decision and Control

DOI

2008

Synchronization analysis of singular hybrid coupled networks

Wenjun Xiong, D. Ho, Jin-De Cao

DOI

2008

Adaptive robust convergence of neural networks with time-varying delays☆

Wenjun Xiong, Laizhong Song, Jin-De Cao

DOI

2007

Novel stability criteria for neutral systems with multiple time delays

Wenjun Xiong, Jinling Liang

DOI

2007

Novel Stability Criteria of A Lotka-Volterra System with Time-varying Delays

Wenjun Xiong, Ji-Gui Jian, Jin-De Cao

IEEE International Conference on Control and Automation

DOI

2006

Adaptive exponential synchronization of delayed chaotic networks

Wenjun Xiong, Weisheng Xie, Jin-De Cao

DOI

2005

Absolutely exponential stability of Cohen-Grossberg neural networks with unbounded delays

Wenjun Xiong, Jin-De Cao

Neurocomputing

DOI

2005

Global exponential stability of discrete-time Cohen-Grossberg neural networks

Wenjun Xiong, Jin-De Cao

Neurocomputing

DOI

2004

Absolutely Exponential Stability of BAM Neural Networks with Distributed Delays

Wenjun Xiong, Qiuhao Jiang

International Symposium on Neural Networks

DOI

Multi-agent systems consensus and containment analysis under nonconvex control constraints: a terminal iterative learning strategy

路. .. Thummalapeta，Liu He，从包含概念到控制器设计详述则对多智能体包含控制问题进行概述，De-Dao-Le-Gong-Ye-Sheng-Chan-Deng-Ling-Yu-De-Guang Zhu，映以及化工聚合反，Chien e 等 . 在理论研究方面，He Zong，PD 调节方法和切换补偿技术提出了一种迭代学习策略，Yi Xiong，分考虑注入攻击情况则充，并给出了达成系统安全的充分性判据 . 结合 ILC 理论人们还设计不同类型的控制策略分析网络系统动态行为以及对相关问题加以解决应用两种带有部分信息的迭代学习算法分析了离散非线性系统的安全问题，Ru Li，Wang He，针对固定和切换通信拓扑分别，设计迭代学习控制策略实现多智能体系统的一致性跟踪 . Shen p，H.-D. Fu，Zijian Luo，Wenjun Xiong，Jinde Cao

精选作品

期刊论文

Iterative learning control for a two-dimensional discrete Fornasini-Marchesini system with deception attacks

A two-parameter family of Hollander–Proschan–type tests against NBUE alternatives

Iterative learning security control for Two-Dimensional T-S fuzzy systems under weighted Try-Once-Discard protocol

Fuzzy Iterative Learning Control for Strict-Feedback Nonlinear Systems With Variable Trial Lengths: Robust Handling of Composite Uncertainties

Q-learning approach to asymptotic feedback set stabilization with missing data in networked systems

Continuous-Time Markov Networks: From Merging Rules to Synchronizing Control

Designing Pinning Control Synchronization Scheme for Inertial Memristive Neural Networks With Dynamic Granger Causality

Iterative Learning Control for Network Systems Under Constrained Information Communication

Designing Iterative Learning Schemes for Cooperative-Antagonistic Systems With Random Access Communication Protocols

Distributed quadratic optimization with terminal consensus iterative learning strategy

Iterative learning security control for discrete-time systems subject to deception and DoS attacks

Asymptotic Stability of Delayed Boolean Networks With Random Data Dropouts

Global asymptotic stability of switched boolean networks with missing data

Finite-Level Quantized Iterative Learning Control for a Class of Fuzzy Cellular Neural Networks Based on Encoding-Decoding Mechanism

基于稀疏超高维非参数可加模型的条件独立筛选

Terminal Iterative Learning Scheme for Consensus Problem in Multi-Agent Systems with State Constraints

On Designing Learning Control Scheme for Multilayer Supply Chain Networks With Constraints

Synchronization of an Array of Coupled Probabilistic Boolean Networks

Practical fixed-time stability analysis of discrete-time network systems via sliding mode control

Security Analysis of Discrete Nonlinear Systems With Injection Attacks Under Iterative Learning Schemes

Finite-iteration learning tracking of multi-agent systems via the distributed optimization method

A periodic iterative learning scheme for finite-iteration tracking of discrete networks based on FlexRay communication protocol

Observer‐based state tracking for discrete linear multi‐agent systems with switching topologies via learning control strategies

Finite-Iteration Tracking of Singular Coupled Systems Based on Learning Control With Packet Losses

Multilayered Sampled-Data Iterative Learning Tracking for Discrete Systems With Cooperative–Antagonistic Interactions

Simplifying Complex Network Stability Analysis via Hierarchical Node Aggregation and Optimal Periodic Control

Event-triggered state tracking for two-dimensional neural networks with impulsive learning control schemes

Consensus Learning Tracking of Two-dimensional Discrete Networks Based on Sliding Mode Method

Stabilization and oscillations design for a family of cyclic boolean networks via nodes connection

Stability of Singular Discrete-Time Neural Networks With State-Dependent Coefficients and Run-to-Run Control Strategies

Consensus Tracking in Multi-Node Systems Using Iterative Learning Control Based on Delay Exponential Matrix

Synchronous and Asynchronous Iterative Learning Strategies of T–S Fuzzy Systems With Measurable and Unmeasurable State Information

Impulsive synchronisation of singular hybrid coupled networks with time-varying nonlinear perturbation

不連続反復学習制御に基づく結合連続ネットワークの追跡解析【Powered by NICT】

Stability analysis of two-dimensional neutral-type Cohen–Grossberg BAM neural networks

Synchronization of Hierarchical Time-Varying Neural Networks Based on Asynchronous and Intermittent Sampled-Data Control

Quantized Iterative Learning Consensus Tracking of Digital Networks With Limited Information Communication

Tracking analysis of coupled continuous networks based on discontinuous iterative learning control

分组检测方法综述

Asymptotic synchronization for stochastic memristor-based neural networks with noise disturbance

Quasi-synchronization of nonlinearly coupled networks with measurement noise

Backstepping approach to a class of hierarchical multi-agent systems with communication disturbance

Convergence of Infinite Products of Stochastic Matrices: A Graphical Decomposition Criterion

Saturated Finite Interval Iterative Learning for Tracking of Dynamic Systems With HNN-Structural Output

Iterative learning control for discrete-time systems with event-triggered transmission strategy and quantization

Interval stability of time-varying two-dimensional hierarchical discrete-time multi-agent systems

A new approach to finite-time tracking of coupled continuous networks

Improved delay-partitioning method to stability analysis for neural networks with discrete and distributed time-varying delays

Fuzzy Modelling and Consensus of Nonlinear Multiagent Systems With Variable Structure

Fuzzy sampled controller design for consensus of multiagent networks with varying connections

Impulsive consensus of multi‐agent directed networks with nonlinear perturbations

Two-targets tracking problem in sensor network with partial information transmission

Synchronization of continuous complex networks based on asynchronously discontinuous controllers.

Dynamical analysis of a game network

Consensus Analysis of Multiagent Networks via Aggregated and Pinning Approaches

Chaotic Behavior of Variable Structure Control Systems

Synchronization and consensus analysis of complex networks

Pinning synchronization of time-varying polytopic directed stochastic networks

Pinning scheme for complex networks based on PageRank Algorithm

Robust convergence of Cohen–Grossberg neural networks with time-varying delays

Pinning Synchronization of Directed Networks with Markovian Jump and Nonlinear Perturbations* *This work was jointly supported by CityU under a research grant (7002208).

Consensus of multi-agent directed networks with nonlinear perturbations via impulsive control

Synchronization analysis of singular hybrid coupled networks

Adaptive robust convergence of neural networks with time-varying delays☆

Novel stability criteria for neutral systems with multiple time delays

Novel Stability Criteria of A Lotka-Volterra System with Time-varying Delays

Adaptive exponential synchronization of delayed chaotic networks

Absolutely exponential stability of Cohen-Grossberg neural networks with unbounded delays

Global exponential stability of discrete-time Cohen-Grossberg neural networks

Absolutely Exponential Stability of BAM Neural Networks with Distributed Delays

Multi-agent systems consensus and containment analysis under nonconvex control constraints: a terminal iterative learning strategy

会议论文

A Re-grouping Modeling Approach on Consensus of Multiagent Networks with Missing Connections

预印本

Principled Inference in Dense High-Dimensional Linear Models via Local Conditional Sparsity