LMI conditions for global robust stability of delayed neural networks with discontinuous neuron activations. - Zhenyuan Guo; Lihong Huang (Appl. Math. Comput., 2009)

Global asymptotic stability of neural networks with discontinuous activations. - Jiafu Wang; Lihong Huang; Zhenyuan Guo (Neural Networks, 2009)

Global Output Convergence of a Class of Recurrent Delayed Neural Networks with Discontinuous Neuron Activations. - Zhenyuan Guo; Lihong Huang (Neural Process. Lett., 2009)

Adaptive fourth-order partial differential equation filter for image denoising. - Xinwu Liu; Lihong Huang; Zhenyuan Guo (Appl. Math. Lett., 2011)

On the periodic dynamics of a class of time-varying delayed neural networks via differential inclusions. - Zuowei Cai; Lihong Huang; Zhenyuan Guo; Xiaoyan Chen (Neural Networks, 2012)

Finite time stability of periodic solution for Hopfield neural networks with discontinuous activations. - Xiaoyan Chen; Lihong Huang; Zhenyuan Guo (Neurocomputing, 2013)

Global exponential dissipativity and stabilization of memristor-based recurrent neural networks with time-varying delays. - Zhenyuan Guo; Jun Wang 002; Zheng Yan 001 (Neural Networks, 2013)

A systematic method for analyzing robust stability of interval neural networks with time-delays based on stability criteria. - Zhenyuan Guo; Jun Wang 002; Zheng Yan 001 (Neural Networks, 2014)

Attractivity Analysis of Memristor-Based Cellular Neural Networks With Time-Varying Delays. - Zhenyuan Guo; Jun Wang 002; Zheng Yan 001 (IEEE Trans. Neural Networks Learn. Syst., 2014)

Passivity and Passification of Memristor-Based Recurrent Neural Networks With Time-Varying Delays. - Zhenyuan Guo; Jun Wang 002; Zheng Yan 001 (IEEE Trans. Neural Networks Learn. Syst., 2014)

A Novel Edit Propagation Algorithm via L0 Gradient Minimization. - Zhenyuan Guo; Haoqian Wang; Kai Li 016; Yongbing Zhang 002; Xingzheng Wang; Qionghai Dai (PCM (1), 2015)

Impact of discontinuous harvesting on fishery dynamics in a stock-effort fishing model. - Zhenyuan Guo; Xingfu Zou (Commun. Nonlinear Sci. Numer. Simul., 2015)

H∞ control for neural networks with discontinuous activations and nonlinear external disturbance. - Zengyun Wang; Lihong Huang; Zhenyuan Guo (J. Frankl. Inst., 2015)

Periodic synchronization control of discontinuous delayed networks by using extended Filippov-framework. - Zuowei Cai; Lihong Huang; Zhenyuan Guo; Lingling Zhang 002; Xuting Wan (Neural Networks, 2015)

Global Exponential Synchronization of Multiple Memristive Neural Networks With Time Delay via Nonlinear Coupling. - Zhenyuan Guo; Shaofu Yang; Jun Wang 002 (IEEE Trans. Neural Networks Learn. Syst., 2015)

Global Exponential Synchronization of Two Memristor-Based Recurrent Neural Networks With Time Delays via Static or Dynamic Coupling. - Zhenyuan Guo; Jun Wang 002; Zheng Yan 001 (IEEE Trans. Syst. Man Cybern. Syst., 2015)

Robust Synchronization of Multiple Memristive Neural Networks With Uncertain Parameters via Nonlinear Coupling. - Shaofu Yang; Zhenyuan Guo; Jun Wang 002 (IEEE Trans. Syst. Man Cybern. Syst., 2015)

New results on periodic dynamics of memristor-based recurrent neural networks with time-varying delays. - Lian Duan; Zhenyuan Guo (Neurocomputing, 2016)

Global synchronization of memristive neural networks subject to random disturbances via distributed pinning control. - Zhenyuan Guo; Shaofu Yang; Jun Wang 002 (Neural Networks, 2016)

Periodic attractor for reaction-diffusion high-order Hopfield neural networks with time-varying delays. - Lian Duan; Lihong Huang; Zhenyuan Guo; Xianwen Fang (Comput. Math. Appl., 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)

Global Synchronization of Multiple Recurrent Neural Networks With Time Delays via Impulsive Interactions. - Shaofu Yang; Zhenyuan Guo; Jun Wang 002 (IEEE Trans. Neural Networks Learn. Syst., 2017)

Distributed Convergence to Saddle-Points Over General Directed Multi-Agent Networks. - Shaofu Yang; Wenying Xu; Zhenyuan Guo (ICCA, 2018)

WeiboCluster: An Event-Oriented Sina Weibo Dataset with Estimating Credit. - Shiping Wen 001; Guanghua Ren; Yuting Cao; Zhenyuan Guo; Qiang Xiao 002; Zhigang Zeng; Tingwen Huang (ISNN, 2018)

Finite-time synchronization of inertial memristive neural networks with time delay via delay-dependent control. - Zhenyuan Guo; Shuqing Gong; Tingwen Huang (Neurocomputing, 2018)

Global exponential synchronization of inertial memristive neural networks with time-varying delay via nonlinear controller. - Shuqing Gong; Shaofu Yang; Zhenyuan Guo; Tingwen Huang (Neural Networks, 2018)

Global exponential synchronization of multiple coupled inertial memristive neural networks with time-varying delay via nonlinear coupling. - Zhenyuan Guo; Shuqing Gong; Shaofu Yang; Tingwen Huang (Neural Networks, 2018)

Synchronization control for memristive high-order competitive neural networks with time-varying delay. - Shuqing Gong; Zhenyuan Guo; Shiping Wen 001; Tingwen Huang (Neurocomputing, 2019)

Synchronization of memristive neural networks with leakage delay and parameters mismatch via event-triggered control. - Yuting Cao; Shengbo Wang; Zhenyuan Guo; Tingwen Huang; Shiping Wen 001 (Neural Networks, 2019)

Global Exponential Synchronization of Memristive Competitive Neural Networks with Time-Varying Delay via Nonlinear Control. - Shuqing Gong; Shaofu Yang; Zhenyuan Guo; Tingwen Huang (Neural Process. Lett., 2019)

Event-Based Synchronization Control for Memristive Neural Networks With Time-Varying Delay. - Zhenyuan Guo; Shuqing Gong; Shiping Wen 001; Tingwen Huang (IEEE Trans. Cybern., 2019)

Multistability of Switched Neural Networks With Piecewise Linear Activation Functions Under State-Dependent Switching. - Zhenyuan Guo; Linlin Liu; Jun Wang 002 (IEEE Trans. Neural Networks Learn. Syst., 2019)

Malicious JavaScript Detection Method Based on Multilayer Perceptron. - Zhenyuan Guo (SPIoT (1), 2020)

Synchronization of discrete-time recurrent neural networks with time-varying delays via quantized sliding mode control. - Bo Sun 002; Yuting Cao; Zhenyuan Guo; Zheng Yan 001; Shiping Wen 001 (Appl. Math. Comput., 2020)

Event-based sliding-mode synchronization of delayed memristive neural networks via continuous/periodic sampling algorithm. - Yuxiao Wang 007; Yuting Cao; Zhenyuan Guo; Tingwen Huang; Shiping Wen 001 (Appl. Math. Comput., 2020)

Passivity and passification of memristive recurrent neural networks with multi-proportional delays and impulse. - Yuxiao Wang 007; Yuting Cao; Zhenyuan Guo; Shiping Wen 001 (Appl. Math. Comput., 2020)

Finite/fixed-time synchronization of delayed memristive reaction-diffusion neural networks. - Shiqin Wang; Zhenyuan Guo; Shiping Wen 001; Tingwen Huang; Shuqing Gong (Neurocomputing, 2020)

Stabilization of memristive neural networks with mixed time-varying delays via continuous/periodic event-based control. - Yuting Cao; Shiqin Wang; Zhenyuan Guo; Tingwen Huang; Shiping Wen 001 (J. Frankl. Inst., 2020)

Quantized passification of delayed memristor-based neural networks via sliding model control. - Bo Sun 002; Yuting Cao; Zhenyuan Guo; Zheng Yan 001; Shiping Wen 001 (J. Frankl. Inst., 2020)

Global dynamic behavior of a plant disease model with ratio dependent impulsive control strategy. - Wenjie Li 009; Lihong Huang; Zhenyuan Guo; Jinchen Ji (Math. Comput. Simul., 2020)

Global exponential anti-synchronization for delayed memristive neural networks via event-triggering method. - Xiaoze Ni; Yuting Cao; Zhenyuan Guo; Tingwen Huang; Shiping Wen 001 (Neural Comput. Appl., 2020)

Global exponential synchronization of delayed memristive neural networks with reaction-diffusion terms. - Yanyi Cao; Yuting Cao; Zhenyuan Guo; Tingwen Huang; Shiping Wen 001 (Neural Networks, 2020)

Multistability of switched neural networks with sigmoidal activation functions under state-dependent switching. - Zhenyuan Guo; Shiqin Ou; Jun Wang 002 (Neural Networks, 2020)

Exponential synchronization of memristive neural networks with time-varying delays via quantized sliding-mode control. - Bo Sun 002; Shengbo Wang; Yuting Cao; Zhenyuan Guo; Tingwen Huang; Shiping Wen 001 (Neural Networks, 2020)

Global synchronization of coupled delayed memristive reaction-diffusion neural networks. - Shiqin Wang; Zhenyuan Guo; Shiping Wen 001; Tingwen Huang (Neural Networks, 2020)

Global Stabilization of Memristive Neural Networks with Leakage and Time-Varying Delays Via Quantized Sliding-Mode Controller. - Yuting Cao; Bo Sun 002; Zhenyuan Guo; Tingwen Huang; Zheng Yan 001; Shiping Wen 001 (Neural Process. Lett., 2020)

Projective Synchroniztion of Neural Networks via Continuous/Periodic Event-Based Sampling Algorithms. - Shiqin Wang; Yuting Cao; Shiping Wen 001; Zhenyuan Guo; Tingwen Huang; Yiran Chen 001 (IEEE Trans. Netw. Sci. Eng., 2020)

Memristor-Based Design of Sparse Compact Convolutional Neural Network. - Shiping Wen 001; Huaqiang Wei; Zheng Yan 001; Zhenyuan Guo; Yin Yang 001; Tingwen Huang; Yiran Chen 001 (IEEE Trans. Netw. Sci. Eng., 2020)

Multistability of Recurrent Neural Networks With Piecewise-Linear Radial Basis Functions and State-Dependent Switching Parameters. - Zhenyuan Guo; Linlin Liu; Jun Wang 002 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Global dynamics of a controlled discontinuous diffusive SIR epidemic system. - Wenjie Li 009; Jinchen Ji; Lihong Huang; Zhenyuan Guo (Appl. Math. Lett., 2021)

Event-based passification of delayed memristive neural networks. - Yuting Cao; Shiqin Wang; Zhenyuan Guo; Tingwen Huang; Shiping Wen 001 (Inf. Sci., 2021)

Multi-periodicity of switched neural networks with time delays and periodic external inputs under stochastic disturbances. - Zhenyuan Guo; Jingxuan Ci; Jun Wang 002 (Neural Networks, 2021)

Finite-Time and Fixed-Time Synchronization of Coupled Memristive Neural Networks With Time Delay. - Shuqing Gong; Zhenyuan Guo; Shiping Wen 001; Tingwen Huang (IEEE Trans. Cybern., 2021)

Periodic Event-Triggered Synchronization of Multiple Memristive Neural Networks With Switching Topologies and Parameter Mismatch. - Shengbo Wang; Yuting Cao; Zhenyuan Guo; Zheng Yan 001; Shiping Wen 001; Tingwen Huang (IEEE Trans. Cybern., 2021)

Sliding Mode Stabilization of Memristive Neural Networks With Leakage Delays and Control Disturbance. - Bo Sun 002; Yuting Cao; Zhenyuan Guo; Zheng Yan 001; Shiping Wen 001; Tingwen Huang; Yiran Chen 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Global Exponential Synchronization of Coupled Delayed Memristive Neural Networks With Reaction-Diffusion Terms via Distributed Pinning Controls. - Zhenyuan Guo; Shiqin Wang; Jun Wang 002 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Multiple and Complete Stability of Recurrent Neural Networks With Sinusoidal Activation Function. - Peng Liu 038; Jun Wang 002; Zhenyuan Guo (IEEE Trans. Neural Networks Learn. Syst., 2021)

Observer-Based Quasi-Synchronization of Delayed Dynamical Networks With Parameter Mismatch Under Impulsive Effect. - Xiaoze Ni; Shiping Wen 001; Huamin Wang 002; Zhenyuan Guo; Song Zhu; Tingwen Huang (IEEE Trans. Neural Networks Learn. Syst., 2021)

Multilabel Image Classification via Feature/Label Co-Projection. - Shiping Wen 001; Weiwei Liu; Yin Yang 001; Pan Zhou 001; Zhenyuan Guo; Zheng Yan 001; Yiran Chen 001; Tingwen Huang (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Memristive LSTM Network for Sentiment Analysis. - Shiping Wen 001; Huaqiang Wei; Yin Yang 001; Zhenyuan Guo; Zhigang Zeng; Tingwen Huang; Yiran Chen 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Lag H∞ synchronization in coupled reaction-diffusion neural networks with multiple state or derivative couplings. - Lu Wang 040; Yougang Bian; Zhenyuan Guo; Manjiang Hu (Neural Networks, 2022)

Distributed k-winners-take-all via multiple neural networks with inertia. - Xiaoxuan Wang; Shaofu Yang; Zhenyuan Guo; Tingwen Huang (Neural Networks, 2022)

Stabilization Analysis for Linear Disturbed Event-Triggered Control System With Packet Losses. - Shuqing Gong; Zhenyuan Guo; Shiping Wen 001; Tingwen Huang (IEEE Trans. Control. Netw. Syst., 2022)

Multistability of Switched Neural Networks With Gaussian Activation Functions Under State-Dependent Switching. - Zhenyuan Guo; Shiqin Ou; Jun Wang 002 (IEEE Trans. Neural Networks Learn. Syst., 2022)

An Adaptive Multi-Agent System With Duplex Control Laws for Distributed Resource Allocation. - Zhenyuan Guo; Mengke Lian; Shiping Wen 001; Tingwen Huang (IEEE Trans. Netw. Sci. Eng., 2022)

A Distributed Dynamical System for Optimal Resource Allocation Over State-Dependent Networks. - Xiaoxuan Wang; Shaofu Yang; Zhenyuan Guo; Mengke Lian; Tingwen Huang (IEEE Trans. Netw. Sci. Eng., 2022)

A Distributed Network System for Nonsmooth Coupled-Constrained Optimization. - Xiaoxuan Wang; Shaofu Yang; Zhenyuan Guo; Shiping Wen 001; Tingwen Huang (IEEE Trans. Netw. Sci. Eng., 2022)

Finite-Time and Fixed-Time Synchronization of Coupled Switched Neural Networks Subject to Stochastic Disturbances. - Zhenyuan Guo; Hui Xie; Jun Wang 002 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Multiple asymptotical ω-periodicity of fractional-order delayed neural networks under state-dependent switching. - Jingxuan Ci; Zhenyuan Guo; Han Long; Shiping Wen 001; Tingwen Huang (Neural Networks, 2023)

Finite-Time Nonchattering Synchronization of Coupled Neural Networks With Multi-Weights. - Linhao Zhao; Shiping Wen 001; Zhenyuan Guo; Kaibo Shi; Jianying Xiao; Song Zhu; Tingwen Huang (IEEE Trans. Netw. Sci. Eng., 2023)

Multistability of Fuzzy Neural Networks With a General Class of Activation Functions and State-Dependent Switching Rules. - Shiqin Ou; Zhenyuan Guo; Jun Wang 002 (IEEE Trans. Fuzzy Syst., 2023)

Adaptive Exact Penalty Design for Optimal Resource Allocation. - Mengke Lian; Zhenyuan Guo; Xiaoxuan Wang; Shiping Wen 001; Tingwen Huang (IEEE Trans. Neural Networks Learn. Syst., 2023)

Finite-time synchronization of T-S fuzzy memristive neural networks with time delay. - Shuqing Gong; Zhenyuan Guo; Shiping Wen 001 (Fuzzy Sets Syst., 2023)

Multistability of Fuzzy Neural Networks With Rectified Linear Units and State-Dependent Switching Rules. - Shiqin Ou; Zhenyuan Guo; Jun Wang 002 (IEEE Trans. Fuzzy Syst., 2023)

Aperiodic Event-Triggered Synchronization Control for Neural Networks With Stochastic Perturbations and Time Delay. - Shuqing Gong; Zhenyuan Guo; Min Liu 008; Shiping Wen 001; Tingwen Huang (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

A Survey on Data-Driven Runoff Forecasting Models Based on Neural Networks. - Ziyu Sheng; Shiping Wen 001; Zhong-kai Feng; Jiaqi Gong; Kaibo Shi; Zhenyuan Guo; Yin Yang 001; Tingwen Huang (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Multistability of switched complex-valued neural networks with state-dependent switching rules. - Shiqin Ou; Zhenyuan Guo; Jingxuan Ci; Shuqing Gong; Shiping Wen 001 (Neurocomputing, 2023)

Synchronization of coupled switched neural networks subject to hybrid stochastic disturbances. - Han Long; Jingxuan Ci; Zhenyuan Guo; Shiping Wen 001; Tingwen Huang (Neural Networks, 2023)

A Second-Order Projected Primal-Dual Dynamical System for Distributed Optimization and Learning. - Xiaoxuan Wang; Shaofu Yang; Zhenyuan Guo; Tingwen Huang (IEEE Trans. Neural Networks Learn. Syst., 2023)

Robust H∞ Pinning Synchronization for Multiweighted Coupled Reaction-Diffusion Neural Networks. - Lin-Hao Zhao; Shiping Wen 001; Song Zhu; Zhenyuan Guo; Tingwen Huang (IEEE Trans. Cybern., 2023)

FedSIGN: A sign-based federated learning framework with privacy and robustness guarantees. - Zhenyuan Guo; Lei Xu 016; Liehuang Zhu (Comput. Secur., 2023)

Adaptive PI control for H∞ synchronization of multiple delayed coupled neural networks. - Yuting Cao; Linhao Zhao; Qishui Zhong; Song Zhu; Zhenyuan Guo; Shiping Wen 001 (Neurocomputing, 2023)

Dynamical behaviors of a network-based SIR epidemic model with saturated incidence and pulse vaccination. - Gui Guan; Zhenyuan Guo; Yanyu Xiao (Commun. Nonlinear Sci. Numer. Simul., 2024)

Robust model predictive control for continuous nonlinear systems with the quasi-infinite adaptive horizon algorithm. - Chuanxin Zhang; Shengbo Wang; Yuting Cao; Song Zhu; Zhenyuan Guo; Shiping Wen 001 (J. Frankl. Inst., 2024)

Multistability and fixed-time multisynchronization of switched neural networks with state-dependent switching rules. - Shiqin Ou; Zhenyuan Guo; Shiping Wen 001; Tingwen Huang (Neural Networks, 2024)

Distributed Adaptive Algorithm for Resource Allocation Problem Over Weight-Unbalanced Graphs. - Mengke Lian; Zhenyuan Guo; Shiping Wen 001; Tingwen Huang (IEEE Trans. Netw. Sci. Eng., 2024)

Synchronization Control for T-S Fuzzy Neural Networks With Time Delay: A Novel Event-Triggered Mechanism. - Shuqing Gong; Zhenyuan Guo; Shiqin Ou; Shiping Wen 001; Tingwen Huang (IEEE Trans. Fuzzy Syst., 2024)

Distributed Predefined-Time Algorithm for System of Linear Equations Over Directed Networks. - Mengke Lian; Zhenyuan Guo; Shiping Wen 001; Tingwen Huang (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

A Distributed k-Winners-Take-All Model With Binary Consensus Protocols. - Xiaoxuan Wang; Shaofu Yang; Zhenyuan Guo; Quanbo Ge; Shiping Wen 001; Tingwen Huang (IEEE Trans. Cybern., 2024)

Quadratic Programming Consensus Tracking Control of Uncertain Multiagent Systems via Event-Triggered Mechanism. - Boqian Li; Yuting Cao; Yin Yang 001; Song Zhu; Zhenyuan Guo; Tingwen Huang; Shiping Wen 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Be Cautious When Merging Unfamiliar LLMs: A Phishing Model Capable of Stealing Privacy. - Zhenyuan Guo; Yi Shi; Wenlong Meng; Chen Gong; Chengkun Wei; Wenzhi Chen (ACL (Findings), 2025)

Safe Control Framework of Multi-Agent Systems From a Performance Enhancement Perspective. - Boqian Li; Shengbo Wang; Zhenyuan Guo; Song Zhu; Junjian Huang; Junwei Sun; Guanghui Wen; Shiping Wen 001 (IEEE Trans Autom. Sci. Eng., 2025)

R.R.: Unveiling LLM Training Privacy through Recollection and Ranking. - Wenlong Meng; Zhenyuan Guo; Lenan Wu; Chen Gong; Wenyan Liu; Weixian Li; Chengkun Wei; Wenzhi Chen (CoRR, 2025)

Dialogue Injection Attack: Jailbreaking LLMs through Context Manipulation. - Wenlong Meng; Fan Zhang; Wendao Yao; Zhenyuan Guo; Yuwei Li; Chengkun Wei; Wenzhi Chen (CoRR, 2025)

Safe Formation Control of Uncertain Multiagent Systems From a Bayesian Perspective. - Boqian Li; Zhenyuan Guo; Cheng Hu 005; Song Zhu; Shiping Wen 001 (IEEE Trans. Autom. Control., 2025)

Probabilistic Model-Based Fault-Tolerant Control for Uncertain Nonlinear Systems. - Linhao Zhao; Guanghui Wen; Zhenyuan Guo; Song Zhu; Cheng Hu 005; Shiping Wen 001 (IEEE Trans. Cybern., 2025)

Distributed Algorithms for Linear Equations Over General Directed Networks. - Mengke Lian; Zhenyuan Guo; Xiaoxuan Wang; Shiping Wen 001; Tingwen Huang (IEEE Trans. Neural Networks Learn. Syst., 2025)

Optimal Parameter Adaptation for Safety-Critical Control via Safe Barrier Bayesian Optimization. - Shengbo Wang; Ke Li 001; Zheng Yan 001; Zhenyuan Guo; Song Zhu; Guanghui Wen; Shiping Wen 001 (IEEE Trans. Control. Syst. Technol., 2025)

Fixed-Time Multi-Almost-Periodicity in Switched Fuzzy Neural Networks With Multicontroller Strategies. - Shiqin Ou; Zhenyuan Guo; Xiaobing Nie; Shiping Wen 001; Tingwen Huang (IEEE Trans. Fuzzy Syst., 2025)