Dingzhu Wen
Assistant Professor
Graduated School: The University of Hong Kong, China
Tel: 021-20680822
Office: Room 2-302.B, SIST Building
Homepage:
Research Area:
Affiliation:
Research Group:
Research Area: Key technology in the next generation telecommunication
招聘主页:
Profile
Teammate
Research
Educate
Service
achievements
Papers
Videos
Related
Main Responsibilities(A)
Minor Responsibilities(B)
Minor Responsibilities(C)

Dr. Wen is currently an assistant professor at the Network Intelligence Center of the School of Information Science and Technology at ShanghaiTech University. He received the Bachelor degree and the Master degree from the Department of Information Science and Electronic Engineering of Zhejiang University in 2014 and 2017, respectively, and received the Ph. D. degree from the Department of Electrical and Electronic Engineering of The University of Hong Kong in 2021. His research interests include federated edge learning, edge artificial intelligent inference, integrated sensing, communication, and computation, over-the-air computation, in-band full-duplex communications, and device-to-device communications. He served as the session chairs of APEMC 2022 and IEEE ICC 2023, the TPC members of IEEE ICC 2023, IEEE GlobeCom 2022, IEEE VTC-Fall 2020, and IEEE WCSP 2018, and the TPC co-chair of IEEE PIMRC 2023 workshop on Edge Learning for 5G Mobile Networks and Beyond. He was elected as the exemplary reviewer of IEEE Transactions on Communications in 2023.

  • 1. Li Zeng;Dingzhu Wen;Guangxu Zhu;Changsheng You;Qimei Chen;Yuanming Shi#, Joint Bandwidth Allocation, Computation Control, and Device Scheduling for Federated Learning with Energy Harvesting Devices, CONFERENCE RECORD - ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, 2022, 2022-October:1164-1168
  • 2. Shengli Liu;Guanding Yu;Dingzhu Wen;Xianfu Chen;Mehdi Bennis;Hongyang Chen#, Communication and Energy Efficient Decentralized Learning over D2D Networks, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, PP(99):1-1
  • 3. Dingzhu Wen;Xiang Jiao;Peixi Liu;Guangxu Zhu;Yuanming Shi;Kaibin Huang#, Task-Oriented Over-the-Air Computation for Multi-Device Edge Split Inference, IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC, 2023, 2023-March
  • 4. Qimei Chen;Zehua You;Dingzhu Wen;Zhaoyang Zhang#, Enhanced Hybrid Hierarchical Federated Edge Learning Over Heterogeneous Networks, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, PP(99):1-15
  • 5. Dingzhu Wen;Xiang Jiao;Peixi Liu;Guangxu Zhu;Yuanming Shi;Kaibin Huang#, Task-Oriented Over-the-Air Computation for Multi-Device Edge AI, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, PP(99):1-1
  • 6. Yuanming Shi;Yong Zhou;Dingzhu Wen;Youlong Wu;Chunxiao Jiang;Khaled B. Letaief#, Task-Oriented Communications for 6G: Vision, Principles, and Technologies, IEEE WIRELESS COMMUNICATIONS, 01 Jun 2023, 30(3):78-85
  • 7. Zeming Zhuang;Dingzhu Wen;Yuanming Shi;Guangxu Zhu;Sheng Wu;Dusit Niyato#, Integrated Sensing-Communication-Computation for Over-the-Air Edge AI Inference, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, PP(99):1-1
  • 8. Li Zeng;Dingzhu Wen;Guangxu Zhu;Changsheng You;Qimei Chen;Yuanming Shi#, Federated Learning With Energy Harvesting Devices, IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2023, PP(99):1-1
  • 9. Dingzhu Wen;Peixi Liu;Guangxu Zhu;Yuanming Shi;Jie Xu;Yonina C. Eldar;Shuguang Cui#, Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, PP(99)
  • 10. Yiji Wang;Cheng Zou;Dingzhu Wen;Yuanming Shi#, Federated Learning over LEO Satellite, 2022 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 04 Dec 2022,
  • 11. Peng Yang;Yuning Jiang;Dingzhu Wen;Ting Wang;Colin N. Jones;Yuanming Shi#, Decentralized Over-the-Air Federated Learning by Second-Order Optimization Method, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, PP(99)
  • 12. Dingzhu Wen, Ki-Jun Jeon, Kaibin Huang#, Federated Dropout--A Simple Approach for Enabling Federated Learning on Resource Constrained Devices, IEEE Wireless Communications Letters, 2022/2/8, vol. 11, no. 5, pp. 923-927
  • 13. Dingzhu Wen, Ki-Jun Jeon, Mehdi Bennis, Kaibin Huang#, Adaptive subcarrier, parameter, and power allocation for partitioned edge learning over broadband channels, IEEE Transactions on Wireless Communications, 2021/7/1, vol. 20, no. 12, pp. 8348-8361
  • 14. Dingzhu Wen, Mehdi Bennis, Kaibin Huang#, Joint parameter-and-bandwidth allocation for improving the efficiency of partitioned edge learning, IEEE Transactions on Wireless Communications, 2020/9/10, vol. 19, no. 12, pp. 8272-8286
  • 15. Dingzhu Wen, Guangxu Zhu, Kaibin Huang#, Reduced-dimension design of MIMO over-the-air computing for data aggregation in clustered IoT networks, IEEE Transactions on Wireless Communications, 2019/8/20, vol. 18, no. 11, pp. 5255-5268
  • 16. Dingzhu Wen, Guanding Yu, Rongpeng Li, Yan Chen, Geoffrey Ye Li#, Results on energy-and spectral-efficiency tradeoff in cellular networks with full-duplex enabled base stations, IEEE Transactions on Wireless Communications, 2017/1/4, vol. 16, no. 3, pp. 1494-1507
  • 17. Dingzhu Wen, Xiaoyang Li, Qunsong Zeng, Jinke Ren, Kaibin Huang#, An overview of data-importance aware radio resource management for edge machine learning, Journal of Communications and Information Networks, 2019/12, vol. 4, no. 4, pp. 1-14
  • 18. Dingzhu Wen, Guanding Yu#, Time-division cellular networks with full-duplex base stations, IEEE Communications Letters, 2016/2, vol. 20, no. 2, pp. 392-395
  • 19. Dingzhu Wen, Guanding Yu#, Full‐duplex and half‐duplex: power efficiency comparison, Electronics Letters, 2016/3, Volume52, Issue6, Pages 483-485
  • 20. Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C Eldar, Shuguang Cui#, Task-oriented sensing, computation, and communication integration for multi-device edge AI, arXiv preprint arXiv:2207.00969, 2022/7/3,
  • 21. Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang#, Task-Oriented Over-the-Air Computation for Multi-Device Edge AI, arXiv preprint arXiv:2211.01255, , 10.48550/arXiv.2211.01255