张国栋｜烟台大学｜学者主页

2026

Fixed/predefined-time stabilization based on hyperbolic cosine function for memristive neural networks with mixed delays

Zhong-Tao He, Guodong Zhang, Shi-Ping Wen

Franklin Open

DOI

2026

Fixed/prescribed-time synchronization of fractional-order fuzzy cellular neural networks with time-varying delays via adaptive control

Junshuang Zhou, Gui-Ci Chen, Deyi Li, Guodong Zhang, Junhao Hu

Communications in nonlinear science & numerical simulation

DOI

2026

Novel results on fixed-time stabilization and synchronization for delayed memristive inertial neural networks via aperiodically switching control

Xiao Zhou, Guodong Zhang, Lei-Min Wang, Qiang Xiao

Communications in nonlinear science & numerical simulation

DOI

2026

Stability and Hopf Bifurcation in a Fractional-Order Predator-Prey Model with Square-Root Prey Behavior and Nonlinear Harvesting

Zhaoyang Liu, Yi-Pu Hu, Guodong Zhang

2026 International Annual Conference on Complex Systems and Intelligent Science (CSIS-IAC)

DOI

2026

Fixed/preassigned-time synchronization analysis and applications of the delayed hybrid neural dynamical systems

Zhong He, Guodong Zhang, Jing Han

Results in Applied Mathematics

DOI

2026

Fixed/Preassigned-Time Projective Synchronization for Neural Networks Subject to Mixed Delays

Yi-Pu Hu, Zhaoyang Liu, Guodong Zhang, Jing Han, Lei-Min Wang

2026 International Annual Conference on Complex Systems and Intelligent Science (CSIS-IAC)

DOI

2026

Fixed/preassigned-time stabilization and time-energy tradeoff analysis of delayed memristive reaction diffusion neural networks

Jing Han, Lei-Min Wang, C. Aouiti, Guodong Zhang

Neural Networks

DOI

2026

Noise Feedback Control and Its Applications to Finite-Time Stabilization of Fuzzy Memristive Reaction-Diffusion Neural Networks

Guang-Hui Jiang, Lei-Min Wang, Xiong-Bo Wan, Guodong Zhang, Song Zhu

IEEE Transactions on Automation Science and Engineering

DOI

2026

Sigmoid-function Based Fixed-time Stability of Delayed Nonlinear Dynamic Systems

Guodong Zhang, A. Kashkynbayev, Dimitrios K. Gerontitis, Kuo-Shou Chiu

Journal of Nonlinear Dynamics and Applications

DOI

2026

Fixed-time synchronization of delayed memristive reaction-diffusion neural networks via semi-intermittent switching control

Wei Tian, Guodong Zhang, Gui-Ci Chen, Junhao Hu, Shiping Wen

Applied Mathematics and Computation

DOI

2026

New results on fixed/preassigned-time stabilization of the discontinuous neural networks with mixed time-varying delays

Guodong Zhang, Junhao Hu, Shi-Ping Wen

Neurocomputing

DOI

2026

Preassigned-time stabilization for memristor-based inertial neural networks with time delays

Yan Li, Guodong Zhang, Junhao Hu, Lei-Min Wang

Communications in nonlinear science & numerical simulation

DOI

2025

Projective synchronization in fixed/preassigned time of discontinuous fuzzy neural networks with mixed-time delays

Si-qian Gui, Guodong Zhang, Qiang Xiao

International Journal of Dynamics and Control

DOI

2025

Dynamical analysis and preassigned-time intermittent control of memristive chaotic system via T-S fuzzy method.

Qi-Ming Wang, Lei-Min Wang, Wu-Di Wen, Yan Li, Guodong Zhang

Chaos

DOI

2025

New Exponential Function Based Fixed/Preassigned-Time Synchronization for A Kind of Neural Networks with Time-Varying Delays

Guodong Zhang, R. Rakkiyappan

Journal of Nonlinear Dynamics and Applications

DOI

2025

Further Analysis on Fixed/Preassigned-Time Projective Synchronization of Discontinuous Fuzzy Delayed Inertial Neural Networks

Xiao Zhou, Jing Han, Yan Li, Guodong Zhang

IEEE Access

DOI

2025

Fixed/preassigned-time Synchronization of Memristive Neural Networks With Mixed-time Delays via Event-triggered Control

Jiashu Gao, Guodong Zhang, Lei-Min Wang

International Journal of Control, Automation and Systems

DOI

2025

Fixed-Time Synchronization of Memristive Inertial BAM Neural Networks via Aperiodic Switching Control

Xiao Zhou, Jing Han, Yan Li, Guodong Zhang

Mathematics

DOI

2025

Further Analysis on Preassigned-time Anti-synchronization of Memristive Inertial BAM Neural Networks

Xiao Zhou, Jingrui Hou, Guodong Zhang

Journal of Nonlinear Dynamics and Applications

DOI

2025

Inaugural Editorial: Journal of Nonlinear Dynamics and Applications

Guodong Zhang, Lei-Min Wang

Journal of Nonlinear Dynamics and Applications

DOI

2025

Fixed-time stabilization and synchronization of fuzzy inertial neural networks via aperiodically semi-intermittent control

Junhao Hu, Guodong Zhang, Yan Li, Tian-Qi Wang

Neurocomputing

DOI

2025

Event-Triggered Control Based Fixed/Preassigned-Time Synchronization of Memristive BAM Neural Networks With Mixed-Time Delays

Jiashu Gao, Guodong Zhang, Junhao Hu, Gui-Ci Chen

Applied Mathematics and Statistics

DOI

2024

Event-triggered-based fixed/preassigned-time synchronization control of second-order neural networks with distributed delays

Guodong Zhang, R. Rakkiyappan, Lei-Min Wang

Communications in nonlinear science & numerical simulation

DOI

2024

Novel Results on Fixed-Time Complex Projective Lag Synchronization for Fuzzy Complex-Valued Neural Networks With Inertial Item

Yu Yao, Jing Han, Guodong Zhang, Junhao Hu

IEEE Access

DOI

2024

Quasi-projective and finite-time synchronization of fractional-order memristive complex-valued delay neural networks via hybrid control

Jiaqing Zhu, Guodong Zhang, Lei-Min Wang

AIMS Mathematics

DOI

2024

Event-triggered fixed/preassigned time stabilization of state-dependent switching neural networks with mixed time delays

Jiashu Gao, Jing Han, Guodong Zhang

AIMS Mathematics

DOI

2024

Fixed/preassigned-time synchronization of fuzzy inertial neural netwroks via event-triggered controller

Tian-Qi Wang, Junhao Hu, Yan Li, Guodong Zhang

Journal of Applied Mathematics and Computation

DOI

2024

New Approximate Results of Fixed-Time Stabilization for Delayed Inertial Memristive Neural Networks

Guodong Zhang, Shi-Ping Wen

IEEE Transactions on Circuits and Systems - II - Express Briefs

DOI

2024

Adaptive Intermittent Stabilization for State-Dependent Switched Inertial Neural Networks With Mixed Infinite Delays

Changqing Long, Wen-Chao Meng, Guodong Zhang

IEEE Transactions on Systems, Man & Cybernetics. Systems

DOI

2024

Adaptive Intermittent Stabilization of Memristive Chaotic System via T-S Fuzzy Model

Lei-Min Wang, Qi-Ming Wang, Guodong Zhang

IEEE Transactions on Circuits and Systems - II - Express Briefs

DOI

2024

Aperiodically semi-intermittent-based fixed-time stabilization and synchronization of delayed discontinuous inertial neural networks

Guodong Zhang, Jinde Cao

Science China Information Sciences

DOI

2023

Reformulated Weak Formulation and Efficient Fully Discrete Finite Element Method for a Two-Phase Ferrohydrodynamics Shliomis Model

Guodong Zhang, Xiaoming He, Xiaofeng Yang

SIAM Journal on Scientific Computing

DOI

2023

Deep Learning Dynamics: From Minimization to Games

Guodong Zhang

2023

Finding and Only Finding Differential Nash Equilibria by Both Pretending to be a Follower

Xu-Chan Bao, Guodong Zhang

Trans. Mach. Learn. Res.

2023

Hopf Bifurcation and Control for the Bioeconomic Predator–Prey Model with Square Root Functional Response and Nonlinear Prey Harvesting

Huangyu Guo, Jing Han, Guodong Zhang

Mathematics

DOI

2023

Fixed/preassigned-time Anti-synchronization of Complex-valued Inertial Neural Networks with Distributed Delays

Yu Yao, Guodong Zhang, Junhao Hu

International Conference on Computing, Networking and Communications

DOI

2023

Finite-time Stabilization of Fractional-order Memristive Complex-valued Delay Neural Networks

Jiaqing Zhu, Guodong Zhang, Yan Li

International Conference on Computing, Networking and Communications

DOI

2022

Block preconditioners for energy stable schemes of magnetohydrodynamics equations

Guodong Zhang, Min Yang, Yinnian He

Numerical Methods for Partial Differential Equations

DOI

2021

Efficient and Stable Schemes for the Magnetohydrodynamic Potential Model

Guodong Zhang, Xiaofeng Yang

Communications in Computational Physics

DOI

2021

Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization

Guodong Zhang, Yuanhao Wang, Laurent Lessard, R. Grosse

International Conference on Artificial Intelligence and Statistics

2021

Differentiable Annealed Importance Sampling and the Perils of Gradient Noise

Guodong Zhang, Kyle Hsu, Jianing Li, Chelsea Finn, R. Grosse

Neural Information Processing Systems

2020

A Unified Analysis of First-Order Methods for Smooth Games via Integral Quadratic Constraints

Guodong Zhang, Xu-Chan Bao, Laurent Lessard, R. Grosse

Journal of machine learning research

2020

On the Suboptimality of Negative Momentum for Minimax Optimization

Guodong Zhang, Yuanhao Wang

International Conference on Artificial Intelligence and Statistics

2019

Interplay Between Optimization and Generalization of Stochastic Gradient Descent with Covariance Noise

Yeming Wen, Kevin Luk, M. Gazeau, Guodong Zhang, Harris Chan, Jimmy Ba

arXiv.org

2019

On Solving Minimax Optimization Locally: A Follow-the-Ridge Approach

Yuanhao Wang, Guodong Zhang, Jimmy Ba

International Conference on Learning Representations

2019

Functional Variational Bayesian Neural Networks

Sheng-Yang Sun, Guodong Zhang, Jiaxin Shi, R. Grosse

International Conference on Learning Representations

2019

Fast Convergence of Natural Gradient Descent for Overparameterized Neural Networks

Guodong Zhang, James Martens, R. Grosse

Neural Information Processing Systems

2019

Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model

Guodong Zhang, La-La Li, Zachary Nado, James Martens, Sushant Sachdeva, G. Dahl, Christopher J. Shallue, R. Grosse

Neural Information Processing Systems

2018

Exploring Curvature Noise in Large-Batch Stochastic Optimization

Yeming Wen, Kevin Luk, M. Gazeau, Guodong Zhang, Harris Chan, Jimmy Ba

2018

Three Mechanisms of Weight Decay Regularization

Guodong Zhang, Chaoqi Wang, Bowen Xu, R. Grosse

International Conference on Learning Representations

2018

Eigenvalue Corrected Noisy Natural Gradient

Juhan Bae, Guodong Zhang, R. Grosse

arXiv.org

2018

Differentiable Compositional Kernel Learning for Gaussian Processes

Shengyang Sun, Guodong Zhang, Chaoqi Wang, Wenyuan Zeng, Jiaman Li, R. Grosse

International Conference on Machine Learning

2017

Decoupled schemes for unsteady MHD equations. I. time discretization

Guodong Zhang, Yinnian He

Numerical Methods for Partial Differential Equations

DOI

2017

Noisy Natural Gradient as Variational Inference

Guodong Zhang, Sheng-Yang Sun, D. Duvenaud, R. Grosse

International Conference on Machine Learning

2015

运筹学与控制论专业虚拟仿真实验平台的构建

李彦江，吕建婷，张国栋，马静，高翔宇

《高师理科学刊》

精选作品

期刊论文

Fixed/predefined-time stabilization based on hyperbolic cosine function for memristive neural networks with mixed delays

Fixed/prescribed-time synchronization of fractional-order fuzzy cellular neural networks with time-varying delays via adaptive control

Novel results on fixed-time stabilization and synchronization for delayed memristive inertial neural networks via aperiodically switching control

Stability and Hopf Bifurcation in a Fractional-Order Predator-Prey Model with Square-Root Prey Behavior and Nonlinear Harvesting

Fixed/preassigned-time synchronization analysis and applications of the delayed hybrid neural dynamical systems

Fixed/Preassigned-Time Projective Synchronization for Neural Networks Subject to Mixed Delays

Fixed/preassigned-time stabilization and time-energy tradeoff analysis of delayed memristive reaction diffusion neural networks

Noise Feedback Control and Its Applications to Finite-Time Stabilization of Fuzzy Memristive Reaction-Diffusion Neural Networks

Sigmoid-function Based Fixed-time Stability of Delayed Nonlinear Dynamic Systems

Fixed-time synchronization of delayed memristive reaction-diffusion neural networks via semi-intermittent switching control

New results on fixed/preassigned-time stabilization of the discontinuous neural networks with mixed time-varying delays

Preassigned-time stabilization for memristor-based inertial neural networks with time delays

Projective synchronization in fixed/preassigned time of discontinuous fuzzy neural networks with mixed-time delays

Dynamical analysis and preassigned-time intermittent control of memristive chaotic system via T-S fuzzy method.

New Exponential Function Based Fixed/Preassigned-Time Synchronization for A Kind of Neural Networks with Time-Varying Delays

Further Analysis on Fixed/Preassigned-Time Projective Synchronization of Discontinuous Fuzzy Delayed Inertial Neural Networks

Fixed/preassigned-time Synchronization of Memristive Neural Networks With Mixed-time Delays via Event-triggered Control

Fixed-Time Synchronization of Memristive Inertial BAM Neural Networks via Aperiodic Switching Control

Further Analysis on Preassigned-time Anti-synchronization of Memristive Inertial BAM Neural Networks

Inaugural Editorial: Journal of Nonlinear Dynamics and Applications

Fixed-time stabilization and synchronization of fuzzy inertial neural networks via aperiodically semi-intermittent control

Event-Triggered Control Based Fixed/Preassigned-Time Synchronization of Memristive BAM Neural Networks With Mixed-Time Delays

Event-triggered-based fixed/preassigned-time synchronization control of second-order neural networks with distributed delays

Novel Results on Fixed-Time Complex Projective Lag Synchronization for Fuzzy Complex-Valued Neural Networks With Inertial Item

Quasi-projective and finite-time synchronization of fractional-order memristive complex-valued delay neural networks via hybrid control

Event-triggered fixed/preassigned time stabilization of state-dependent switching neural networks with mixed time delays

Fixed/preassigned-time synchronization of fuzzy inertial neural netwroks via event-triggered controller

New Approximate Results of Fixed-Time Stabilization for Delayed Inertial Memristive Neural Networks

Adaptive Intermittent Stabilization for State-Dependent Switched Inertial Neural Networks With Mixed Infinite Delays

Adaptive Intermittent Stabilization of Memristive Chaotic System via T-S Fuzzy Model

Aperiodically semi-intermittent-based fixed-time stabilization and synchronization of delayed discontinuous inertial neural networks

Reformulated Weak Formulation and Efficient Fully Discrete Finite Element Method for a Two-Phase Ferrohydrodynamics Shliomis Model

Deep Learning Dynamics: From Minimization to Games

Finding and Only Finding Differential Nash Equilibria by Both Pretending to be a Follower

Hopf Bifurcation and Control for the Bioeconomic Predator–Prey Model with Square Root Functional Response and Nonlinear Prey Harvesting

Fixed/preassigned-time Anti-synchronization of Complex-valued Inertial Neural Networks with Distributed Delays

Finite-time Stabilization of Fractional-order Memristive Complex-valued Delay Neural Networks

Block preconditioners for energy stable schemes of magnetohydrodynamics equations

Efficient and Stable Schemes for the Magnetohydrodynamic Potential Model

Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization

Differentiable Annealed Importance Sampling and the Perils of Gradient Noise

A Unified Analysis of First-Order Methods for Smooth Games via Integral Quadratic Constraints

On the Suboptimality of Negative Momentum for Minimax Optimization

Interplay Between Optimization and Generalization of Stochastic Gradient Descent with Covariance Noise

On Solving Minimax Optimization Locally: A Follow-the-Ridge Approach

Functional Variational Bayesian Neural Networks

Fast Convergence of Natural Gradient Descent for Overparameterized Neural Networks

Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model

Exploring Curvature Noise in Large-Batch Stochastic Optimization

Three Mechanisms of Weight Decay Regularization

Eigenvalue Corrected Noisy Natural Gradient

Differentiable Compositional Kernel Learning for Gaussian Processes

Decoupled schemes for unsteady MHD equations. I. time discretization

Noisy Natural Gradient as Variational Inference

运筹学与控制论专业虚拟仿真实验平台的构建