个人简介

张耘川，武汉理工大学信息工程学院特岗教授，英国伦敦国王学院研究员，入选湖北省“百人计划”、湖北省自然科学基金青年B类项目获得者；主要从事人工智能驱动的语义感知、智能信号处理、下一代通信传感网络、博弈论等理论与技术研究。以第一作者在IEEE TSP, IEEE JSTSP, IEEE TCCN, IEEE SPL, IEEE GLOBECOM,等国际顶级期刊/会议发表论文10余篇。担任信号处理国际顶级会议IEEE ICASSP领域主席，IEEE SPAWC, EUSIPCO专题主席；人工智能国际旗舰会议IJCNN领域主席；信息论国际顶级会议IEEE ISIT研讨会主席；无线通信国际顶级会议IEEE VTC专题主席，IEEE/CIC ICCC研讨会主席，IEEE ICC, IEEE WCNC等国际顶尖会议程序委员会委员。

联系方式：yunchuan.zhang@whut.edu.cn

教育和工作经历

2026/04-至今，武汉理工大学，信息工程学院，教授（特岗）

2025/09-2026/03，武汉理工大学，信息工程学院，讲师

2024/06-2025/09，英国伦敦国王学院，工程系，研究员

2020/10-2024/08，英国伦敦国王学院，信息工程，博士

2018/09-2019/12，英国伦敦国王学院，移动通信，硕士

2014/09-2018/06，武汉理工大学，信息工程，学士

主要研究方向

贝叶斯优化、统计机器学习、博弈论、人工智能驱动无线通信与信号处理等

主持或参与的科研项目

[1] 湖北省自然科学基金青年B类项目，JCZRQNB202600496，贝叶斯优化使能的FR3频段6G群体智能网络资源共享博弈方法研究，主持

代表性学术成果

[1] Y. Zhang, O. Simeone and H. V. Poor, "Multi-Fidelity Bayesian Optimization for Nash Equilibria With Black-Box Utilities," in IEEE Transactions on Signal Processing, vol. 74, pp. 1015-1029, 2026.

[2] Y. Zhang, S. Park and O. Simeone, "Multi-Fidelity Bayesian Optimization With Across-Task Transferable Max-Value Entropy Search," in IEEE Transactions on Signal Processing, vol. 73, pp. 418-432, 2025.

[3] Y. Zhang, S. Park and O. Simeone, "Bayesian Optimization With Formal Safety Guarantees via Online Conformal Prediction," in IEEE Journal of Selected Topics in Signal Processing, vol. 19, no. 1, pp. 45-59, Jan. 2025.

[4] Y. Zhang, O. Simeone, S. T. Jose, L. Maggi and A. Valcarce, "Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management," in IEEE Transactions on Cognitive Communications and Networking, vol. 9, no. 5, pp. 1282-1295, Oct. 2023.

[5] Y. Zhang, J. Chen, K. Yu, H. V. Poor, M. Xiao and Z. Li, " No-Regret Multi-Fidelity Optimization for Mixed Nash Equilibria With Black-Box Utilities," in IEEE Signal Processing Letters, 2026.

[6] Y. Zhang, J. Chen, J. Liu and RC. Qiu, ''Bayesian Optimization for Non-Cooperative Game-Based Radio Resource Management,'' in IEEE Global Communications Conference (Globecom), 8-12 Dec 2025, Taipei, Taiwan.

[7] Y. Zhang and O. Simeone, ''Managing Conflicts Among Black-Box RAN Apps via Multi-Fidelity Game-Theoretic Optimization,'' in Advances in Neural Information Processing Systems (Neurips) Workshop, 2-7 Dec 2025, San Diego, USA.

[8] Y. Zhang, S. Park and O. Simeone, ''Transferable Multi-Fidelity Bayesian Optimization for Radio Resource Management,'' in IEEE International Workshop on Signal Processing Advances in Wireless Communication (SPAWC), 10-13 Sep 2024, Lucca, Italy.

[9] Y. Zhang, D. Liu and O. Simeone, "Leveraging Channel Noise for Sampling and Privacy via Quantized Federated Langevin Monte Carlo," in IEEE International Workshop on Signal Processing Advances in Wireless Communication (SPAWC), 4-6 July 2022, Oulu, Finland.

[10] Y. Zhang, S. T. Jose and O. Simeone, "Transfer Bayesian Meta-Learning Via Weighted Free Energy Minimization," in IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 25-28 Oct. 2021, Gold Coast, Australia.

[11] 马小林，张耘川，郭凡，刘新华，徐智诚，吴倩茹，王朝豆。基于舒适度的酒店客房环境监测调节系统与方法，发明专利，授权，ZL 201710344646.5

获得的荣誉奖励

[1] Yunchuan Zhang，King’s Education Award，2023