Areas of Focus
- Theory and application of differential equations
- Neural networks
- Distributed optimization
- Complex network synchronization and control
- Biomathematics
Work Experience
- 01/2019-Present: Professor, Hunan University
- 06/2019-08/2019: Visiting Scholar, City University of Hong Kong
- 10/2013-12/2018: Associate Professor, Hunan University
- 01/2018-03/2018: Visiting Scholar, City University of Hong Kong
- 06/2017-09/2017: Visiting Scholar, Texas A&M University at Qatar
- 03/2013-02/2015: Hong Kong Scholar, Chinese University of Hong Kong
- 03/2010-09/2013: Assistant Professor, Hunan University
Academic Background & Achievements
- 2008-2009: PhD in Applied Mathematics, Joint Training, University of Western Ontario, Canada
- 2004-2009: PhD in Applied Mathematics, Hunan University, China
- 2000-2004: Bachelor in Applied Mathematics, Hunan University, China
- Selected as a Global Highly Cited Scientist in 2022
Publications
- Adaptive Exact Penalty Design for Optimal Resource Allocation, Mengke Lian, Zhenyuan Guo*, Xiaoxuan Wang, Shiping Wen, and Tingwen Huang, 2023
- Multistability of Fuzzy Neural Networks With Rectified Linear Units and State-Dependent Switching Rules, Shiqin Ou, Zhenyuan Guo*, Jun Wang, 2023
- Aperiodic Event-Triggered Synchronization Control for Neural Networks With Stochastic Perturbations and Time Delay, Shuqing Gong, Zhenyuan Guo*, Min Liu, Shiping Wen, Tingwen Huang, 2023
- Stabilization Analysis for Linear Disturbed Event-Triggered Control System with Packet Losses, Shuqing Gong, Zhenyuan Guo*, Shiping Wen, Tingwen Huang, 2022
- An Adaptive Multi-Agent System with Duplex Control Laws for Distributed Resource Allocation, Zhenyuan Guo*, Mengke Lian, Shiping Wen, Tingwen Huang, 2022
- A Second-Order Projected Primal-Dual Dynamical System for Distributed Optimization and Learning, Xiaoxuan Wang, Shaofu Yang, Zhenyuan Guo*, Tingwen Huang, 2022
- A Distributed Network System for Nonsmooth Coupled-Constrained Optimization, Xiaoxuan Wang, Shaofu Yang, Zhenyuan Guo*, Shiping Wen, Tingwen Huang, 2022
- Multistability of Switched Neural Networks With Gaussian Activation Functions Under State-Dependent Switching, Zhenyuan Guo, Shiqin Ou, Jun Wang, 2022
- Finite-Time and Fixed-Time Synchronization of Coupled Switched Neural Networks Subject to Stochastic Disturbances, Zhenyuan Guo, Hui Xie, Jun Wang, 2022
- Finite-time and fixed-time synchronization of coupled memristive neural networks with time delay, Shuqing Gong, Zhenyuan Guo*, Shiping Wen, Tingwen Huang, 2021
- Global Exponential Synchronization of Coupled Delayed Memristive Neural Networks With Reaction–Diffusion Terms via Distributed Pinning Controls, Zhenyuan Guo, Shiqin Wang, Jun Wang, 2021
- A Second-Order Projected Primal-Dual Dynamical System for Distributed Optimization and Learning, Xiaoxuan Wang, Shaofu Yang, Zhenyuan Guo*, Tingwen Huang, 2021
- Multistability of recurrent neural networks withpiecewise-linear radial basis functions and state-dependent switching parameters, Zhenyuan Guo, Linlin Liu, Jun Wang, 2020
- Multistability of switched neural networks with piecewise linear activation functions under state-dependent switching, Zhenyuan Guo, Linlin Liu, Jun Wang, 2019
- Event-based synchronization control for memristive neural networks with time-varying delay, Zhenyuan Guo, ShuqingGong, Shiping Wen, Tingwen Huang, 2019
- Global exponential synchronization of multiple memristive neural networks with time delay via nonlinear coupling, Zhenyuan Guo, Shaofu Yang, Jun Wang, 2015
- Passivity and passification of memristor-based recurrent neural networks with time-varying delays, Zhenyuan Guo, Jun Wang, Zheng Yan, 2014
- Attractivity analysis of memristor -based cellular neural networks with time-varying delays, Zhenyuan Guo, Jun Wang, Zheng Yan, 2014
- Global Exponential Synchronization of Two Memristor-based Recurrent Neural Networks with Time Delays via Static or Dynamic Coupling, Zhenyuan Guo, Shaofu Yang, Jun Wang, 2015
- Global synchronization of stochastically disturbedmemristive neurodynamics via discontinuous control laws, Zhenyuan Guo, Shaofu Yang, Jun Wang, 2016
Awards
- 2020: Outstanding Master's Thesis Advisor, Hunan Province
- 2019: First Prize in Scientific and Technological Progress, Hunan Province
- 2018, 2020: Teaching Excellence Award, Hunan University
- 2018: Second Prize in Teaching Competition, Hunan University
- 2013: Hong Kong Scholar Award
- 2012, 2017, 2018: Outstanding Undergraduate Thesis Advisor, Hunan University
