张昊

学历：博士

学科：计算机科学与技术

研究领域或方向：复杂网络系统动力学分析及其应用

邮箱：zhanghao02@tyut.edu.cn

职称：副教授

个人简介
主要课程
主要成果

太原理工大学副教授、硕士生导师、IEEE Member、CCF会员、中国力学学会会员，山西省“三晋英才”支持计划青年优秀人才，山西省优秀硕士论文指导教师，太原理工大学“系统复杂性科学”团队负责人。2016年博士毕业于大连理工大学电子信息与电气工程学部计算机软件与理论专业。同年10月加入太原理工大学计算机科学与技术学院开展研究工作，主要研究方向为主要研究方向为神经与智能系统动力学、复杂网络系统的同步与控制和系统复杂性在信息处理中的应用研究等。加入太原理工大学后主持并参与包括国家自然科学基金，山西省自然科学基金，国家科学技术学术著作出版基金等项目多项。近年来在国际知名学术期刊上共发表学术论文150余篇，其中以通讯作者或第一作者发表SCI论文120余篇，个人H因子26，论文被他引2000余次，担任 IEEE Trans. NNLS、IEEE Trans. SMC、IEEE/ACM Trans. CBB、Nonlinear Dyn、Chaos、Chaos Solitons Fractal、Commun. Nonlinear Sci. Numer. Simul. 及 Appl. Math. Comput. 等期刊通讯评议专家，非线性期刊Fractal and Fractional 与 Mathematics客座编辑。
个人主页：https://www.researchgate.net/profile/Hao-Zhang-60
课题组网站：https://www.x-mol.com/groups/complexity_tyut
《传感网原理及应用》、《操作系统》
主要成果(第一作者或通讯作者【*标注】)：
[1] Lu C C, Niu B N, Feng X F, Zhang H*. FreqTransNet: a Frequency-aware Transformer Network for Robust Image Watermarking. IEEE Transactions on Dependable and Secure Computing , 2026, DOI: 10.1109/TDSC.2026.3672132.
[2] Zhang H*, Su X H, Fu S H, Zhong J, Yang F F. Asynchronous Controllability of Non-Homogeneous Markov Switch Generalized Asynchronous Boolean Control Networks with Deterministic Dwell Time. IEEE Transactions on Computational Biology and Bioinformatics, 2026, 23(1): 483-493.
[3] Zhang H*, Xu L S, Liu F K, Zhang C, Zou C Y. Secure synchronization of multi-agent systems over finite fields under shifting attacks: a state-circulated control approach [J]. Nonlinear Dynamics, 2026, 114: 534.
[4] Sun R C, Liu F K, Yan P F, Zhang H*. Modeling and Fixed-Point Analysis of Network Evolutionary Games with Player Exit and Join [J]. Expert Systems with Applications, 2026, 313: 131573.
[5] Liu F K, Zhong J, Luo C, Xu L S, Zhang H*. Modeling and stabilization of multi-layer Boolean networks under pinning control [J]. Communications in Nonlinear Science and Numerical Simulation, 2026, 152: 109309.
[6] Zhang H*, Yang J, Guo Y T, Teng L, Feng X F. Visually secure steganography scheme for color images based on Trans-CS network, Cantor and 4D-TSCNN [J]. Information Sciences, 2026, 742(25): 123034.
[7] Yang F F, Fu S H, Zhong J, Su X H, Zhang H*. Stabilization of sampled-data generalized asynchronous Boolean control networks under noise interference [J]. Applied Mathematics and Computation, 2025, 507: 129561.
[8] Sun R C, Zhang H*, Zou C Y, Zhang C, Liu Z Q. Attractors and basins of cascading networked evolutionary game under generalized asynchronous update [J]. Chaos, Solitons & Fractals, 2025, 200: 117002.
[9] Li H N, Yan P F, Liu F K, Zhang H*. Stability of networked evolutionary games with asynchronous strategy updating rules and different memory lengths [J]. Chaos, Solitons & Fractals, 2025, 199: 116655.
[10] Li G W, Luo C, Zhou S, Xu L S, Yan P F, Zhang H*. Dynamics of generalized asynchronous Boolean networks based on probability transition: Searching for attractors and basins [J]. Chaos, Solitons & Fractals, 2025, 197: 116467.
[11] Li G W, Luo C, Zhou S, Xu L S, Yan P F, Zhang H*. Semi-tensor product based long-run behavior estimation of generalized asynchronous Boolean networks with time delays [J]. Chaos, 2025, 35: 073146.
[12] Guo Y T, Zhang H*, Zou C Y, Zhou S, Yan P F. Image Compression and Encryption Based on Compressive Sensing and Game of Life with Semi-Tensor Product [J]. IEEE Internet of Things Journal, 2025, 13(4): 6387-6400.
[13] Zhang H*, Su X H, Xu L S, Yan P F. Controllability of Delayed Generalized Asynchronous Boolean Control Networks under Disturbances [J]. Nonlinear Analysis: Hybrid Systems, 2024, 54: 101528.
[14] Zhang H*, Xu L S, Luo C, Zhang C, Su X H. Cluster Approximate Synchronization for Probabilistic Asynchronous Finite Field Networks [J]. Journal of Applied Mathematics and Computing, 2024, 71: 783-800.
[15] Zhang H*, Nan S X, Liu Z H, Yang J, Feng X F. Lossless and Lossy Remote Sensing Image Encryption-Compression Algorithm Based on DeepLabv3+ and 2D CS [J]. Applied Soft Computing, 2024, 159: 111693.
[16] Yang J, Feng X F, Teng L, Liu H J, Zhang H*. A Lossless Compression and Encryption Scheme for Sequence Images Based on 2D-CTCCM, MDFSM and STP [J]. Nonlinear Dynamics, 2024, 112: 6715-6741.
[17] Xu L S, Zhang H*, Luo C, Zhang C, Su X H. Synchronizations for K-Valued Logical Networks Under the State-Circulated Control [J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2024, 71(5): 2709-2713.
[18] Su X H, Zhang H*, Luo C, Xu L S, Alghamdi S. Controllability of Generalized Asynchronous Boolean Networks with Periodical Impulsive Control [J]. Communications in Nonlinear Science and Numerical Simulation, 2024, 128: 107653.
[19] Chang R Y, Feng X F, Zhang H*, Yan P F. A Robust Privacy Protection Scheme for Stereoscopic Medical Images Based on Fractal Chaos [J]. Nonlinear Dynamics, 2023, 111: 19425-19445.
[20] Jiang M R, Feng X F, Wang C P, Zhang H*. Robust Color Image Watermarking Algorithm Based on Synchronization Correction with Multi-layer Perceptron and Cauchy Distribution Model [J]. Applied Soft Computing, 2023, 140: 110271.
[21] Sun J Y, Cai H, Gao Z B, Wang C P, Zhang H*. A Novel Multi-Wing Chaotic System with FPGA Implementation and Application in Image Encryption [J]. Nonlinear Dynamics, 2023, 111: 3851-3868.
[22] Feng X F, Nan S X, Ma R Q, Zhang H*. A Lossless Compression and Encryption Method for Remote Sensing Image Using LWT, Rubik’s Cube and 2D-CCM [J]. International Journal of Bifurcation and Chaos, 2022, 32(10): 2250149.
[23] Nan S X, Feng X F, Wu Y F, Zhang H*. Remote Sensing Image Compression and Encryption Based on Block Compressive Sensing and 2D-LCCCM [J]. Nonlinear Dynamics, 2022, 108: 2705-2729.
[24] Gao Y J, Xie H W, Zhang J, Zhang H*. A Novel Quantum Image Encryption Technique Based on Improved Controlled Alternated Quantum Walks and Hyperchaotic System [J]. Physica A: Statistical Mechanics and its Applications, 2022, 598: 127334.
[25] Wang X Q, Zhang H*, Sun Y J, Wang X Y. A Plaintext-Related Image Encryption Algorithm Based on Compressive Sensing and A Novel Hyperchaotic System [J]. International Journal of Bifurcation and Chaos, 2021, 31(2): 2150021.
[26] Zhang H*, Wang X Y, Yan P F, Sun Y J. Combination Synchronization and Stability Analysis of Time-varying Complex-valued Neural Networks [J]. Chaos, Solitons & Fractals, 2020, 131: 109485.
[27] Zhang H*, Wang X Q, Sun Y J, Wang X Y. A Novel Method for Lossless Image Compression and Encryption Based on LWT, SPIHT and Cellular Automata [J]. Signal Processing: Image Communication, 2020, 83: 115829.
[28] Sun Y J, Zhang H*, Wang X Y, Wang X Q, Yan P F. 2D Non-Adjacent Coupled Map Lattice with Q and Its Applications in Image Encryption [J]. Applied Mathematics and Computation, 2020, 375: 125039.
[29] Zhang H*, Wang X Y. Cluster Synchronization of Boolean Network [J]. Communications in Nonlinear Science and Numerical Simulation, 2018, 55, 157-165.
[30] Zhang H, Wang X Y, Lin X H. Topology Identification and Module-Phase Synchronization of Neural Network with Time Delay [J]. IEEE Transactions on Systems Man and Cybernetics Systems, 2017, 47(6), 885-892.
[31] Zhang H, Wang X Y, Lin X H. Synchronization of Asynchronous Switched Boolean Network [J]. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2015, 12(6), 1449-1456.
[32] Zhang H, Wang X Y, Lin X H. Synchronization of Boolean Networks with Different Update Schemes [J]. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2014, 12(6), 1449-1456.

科研项目：
1、国家自然科学基金项目，61702356，复杂生物网络的动力学分析及同步研究，2018/01-2020/12，结题，主持
2、国家自然科学基金项目，61873178，阿尔兹海默症患者多尺度动态脑网络建模及分析，2019/01-2022/12，结题，参与
3、国家科学技术学术著作出版基金, 复杂混沌系统同步及其应用, 2020-11 至 2020-11, 结题, 主持
4、山西省基础研究计划（自由探索类）面上项目, 20210302124050, 异步布尔网络动力学建模及在图像信息隐藏中的应用, 2022-01 至 2024-12, 在研, 主持
5、山西省基础研究计划（自由探索类）面上项目, 202203021221074, 基于改进量子算法的医学图像信息隐藏的应用研究, 2023-01 至 2025-12, 在研, 参与