汉鹏超  Han Pengchao  副教授 职称：副教授 所属学院：信息工程学院 导师类别：硕士生导师 科研方向：无线通信、边缘计算、机器学习 联系方式：hanpengchao@gdut.edu.cn 硕士招生学院：信息工程学院

 

个人简述：

广东工业大学信息工程学院副教授。2021年博士毕业于东北大学，导师为郭磊教授。曾在英国帝国理工学院Kin K Leung教授团队进行访问交流。2021-2023年于香港中文大学（深圳）黄建伟教授课题组开展博士后研究工作。主要研究方向包括移动通信网络和边缘计算、网络优化、分布式学习、以及知识蒸馏。目前已发表国际学术论文40余篇。其中，以第一/通信作者发表期刊论文8篇，包括本领域知名国际期刊IEEE TMC，IEEE Communications Magazine，IEEE IOTJ等。以第一作者发表会议论文12篇，包括IEEE INFOCOM、 ICDCS、 ICASSP、 Globecom和ICC等。获2016年“辽宁省自然科学学术成果奖三等奖”等多项荣誉称号。担任过NeurIPS、ICML和IEEE ICDCS的技术委员会成员，并长期担任IEEE TMC、TPDS、IOTJ、ICC等多个期刊和会议审稿人。

 

学科领域：

科学学位：信息与通信工程

专业学位：电子与通信工程

教育背景：

2016/09 – 2021/07，东北大学，通信与信息系统专业，博士

工作经历：

2023/09 – 至今，广东工业大学，信息工程学院，副教授、硕导

2021/09 – 2023/09，香港中文大学（深圳），理工学院，博士后

主要论文：

1. P. Han, Y. Liu and L. Guo, “Interference-aware online multi-component service placement in edge cloud networks and its AI application,” IEEE Internet of Things Journal, vol. 8, no. 13, pp.10557-10572, 2021. (中科院一区Top，JCR一区)

2. C Feng, P Han*, X Zhang*, Q Zhang, Y Liu, and L Guo, “Dependency-aware task reconfiguration and offloading in multi-access edge cloud networks,” IEEE Transactions on Mobile Computing, 2024. (CCF A类，中科院Top期刊，JCR一区)

3. X Zhang, P Han*, C Feng*, T Ma, L Guo, “Multi-dimensional resource orchestration toward edge intelligence in 6g networks,” IEEE Communications Magazine, 2024. (中科院一区Top期刊，JCR一区)

4. P. Han, Y. Liu, X. Zhang, L. Guo, “Energy-efficient service placement based on equivalent bandwidth in cell zooming enabled mobile edge cloud networks,” IEEE Transactions on Vehicular Technology, 2022. (中科院Top期刊，JCR一区)

5. P. Han, Y. Liu and L. Guo, “QoS satisfaction aware and network reconfiguration enabled resource allocation for virtual network embedding in Fiber-Wireless access network,” Computer Networks, vol.143 pp. 30-48, 2018. (JCR一区)

6. C. Feng, P. Han*, X. Zhang, Q. Zhang, Y. Zong, Y. Liu, L. Guo, “Cost-minimized computation offloading of online multi-function services in collaborative edge-cloud networks,” IEEE Transactions on Network and Service Management, 2022. (JCR一区)

7. C. Feng, P. Han*, X. Zhang*, B. Yang, Y. Liu, L. Guo, “Computation offloading in mobile edge computing networks: A survey,” Journal of Network and Computer Applications, vol. 202, 2022. (JCR一区)

8. P. Han, L. Guo, Y. Liu, J. Hou and X. Han, “Joint Wireless and Optical Power States Scheduling for Green Multi-Radio Fiber-Wireless Access Network,” IEEE/OSA Journal of Lightwave Technology, vol. 34, no. 11, pp. 2610-2623, 2016. (JCR一区)

9. B. Luo, X. Ouyang, P. Sun, P. Han, J. Huang and N. Ding, “Optimization Design for Federated Learning Heterogeneous 6G Networks,” IEEE Network, vol. 37, no. 2, pp. 38-43, 2023.  (JCR 1区)

10. P. Han, S. Wang, Y. Jiao, and J. Huang, “Federated learning while providing model as a service: Joint training and inference optimization,” IEEE International Conference on Computer Communications (INFOCOM), 2024. (CCF A类，录取率：19.6%)

11. P. Han, S. Wang and K. K. Leung, “Adaptive gradient sparsification for efficient federated learning: an online learning approach,” IEEE International Conference on Distributed Computing Systems (ICDCS), 2020. (CCF B类，录取率：18.0%)

12. P. Han, J. Park, S. Wang and Y. Liu, “Robustness and diversity seeking data-free knowledge distillation,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021. (CCF B类)

13. C Huang, P. Han, and J Huang, “Incentive mechanism design for distributed ensemble learning,” IEEE Global Communications Conference (Globecom), 2023. (共同第一作者)

14. P. Han, S. Wang, K. K. Leung, “Capacity analysis of distributed computing systems with multiple resource types,” IEEE Wireless Communications & Networking Conference (WCNC), 2020, pp.1-6.

15. P. Han, L. Guo, Y. Liu, X. Wei, J. Hou and X. Han, “A new virtual network embedding framework based on qos satisfaction and network reconfiguration for fiber-wireless access network,” IEEE International Conference on Communications (ICC), 2016.

 

本科生课程：

《通信原理》

我的团队：

无线通信与数据存储处理团队