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文鼎柱
助理教授、研究员、博导
博士毕业院校： 香港大学
电话： 021-20680822
办公室： 信息学院2号楼302.B
个人主页： https://dingzhuwen.github.io/
专业方向： 通信与信息系统
单位：
所属课题组：
研究方向： 无线通信与网络，边缘人工智能，通信-感知-计算融合
招聘主页：
简介
团队
科研
教学
服务
成果
论文
影集
报道
主要岗位职责（A角）
兼任岗位职责（B角）
兼任岗位职业（C角）

文鼎柱博士课题组常年招收博士后、博士生、硕士生、访问学者、访问学者，欢迎加入！

研究方向

  • 边缘人工智能（Edge Artificial Intelligence）

  • 通信-感知-计算融合（Integrated Sensing-Communication-Computation）

  • 任务导向通信（Task-Oriented Communications）

学术影响力

文博士已在通信领域国际顶级期刊和会议发表学术论文60余篇，获授权中国专利5项，美国专利2项。

  • 学术活动

    • [2025-09]在IEEE PIMRC 2025上组织主题为“Integrated Sensing-Communication-Computation: Evolution, Emerging Techniques, and Future Directions”的讲座（Tutorial）与主题为“Task-Oriented and Generative Communications”的Workshop

    • [2025-08]在IEEE/CIC ICCC 2025上组织主题为“Integrated Sensing-Communication-Computation in Al-Driven 6G Networks”的讲座（Tutorial）

    • [2025-06]作为共同主席在IEEE ICC 2025上组织主题为“Task-Oriented and Generative Communications”的Workshop

    • [2025-03]作为共同主席在IEEE WCNC 2025上组织主题为“Task-Oriented and Generative Communications”的Workshop

    • [2025-01]课题组文章“Task-Oriented Over-the-Air Computation for Multi-Device Edge AI”入选为ESI高被引论文（本领域内引用量前1%，论文链接）

    • [2024-12]课题组论文“A Survey on Integrated Sensing, Communication, and Computation”被IEEE Communications Surveys and Tutorials (影响因子：34.4)接收（论文链接）

    • [2024-12]课题组论文“Structured IB: Improving Information Bottleneck with Structured Feature Learning” 被人工智能领域顶级会议AAAI(CCF-A)接收

    • [2024-11]课题组文章“Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI”入选为ESI热点论文与高被引论文（本领域内引用量前0.1%，论文链接）

    • 作为主席在IEEE ICC 2024上组织主题为“Task-Oriented and Generative Communications”的Workshop

    • 作为共同主席在IEEE PIMRC 2024上组织主题为“Task-Oriented and Pragmatic Communications for 6G”的Workshop

    • 作为共同主席在IEEE VTC 2023-Fall上组织了主题为“Task-Oriented Communication and Networking for 6G”的Workshop

    • 作为共同主席在IEEE PIMRC 2023上组织了主题为“Edge Learning for 5G Mobile Networks and Beyond”的Workshop

    • 作为组织者之一于IEEE GlobeCom 2022做主题为“Edge Artificial Intelligence for 6G: Scalability, Trustworthiness, and Applications”的演讲（Tutorial）

    • 担任IEEE ICC/VTC/WCSP等多个国际会议的分会场主席

奖项与荣誉

  • 2025年度世界2%顶尖科学家

  • 上海市海外高层次人才计划（青年）

  • 上海市浦东新区明珠菁英人才

  • 2023年度上海科技大学优秀书院导师

  • 2022年度IEEE Transactions on Communications期刊模范审稿人（为该期刊所有审稿人的前5%）

  • 2023年度IEEE GlobeCom Workshop on Edge Learning over 5G Mobile Networks and Beyond的最佳论文奖（为该Workshop发表的12篇文章中唯一的获奖文章）

教育经历

  • 2010-2014 浙江大学信息与电子工程学系 学士

  • 2014-2017 浙江大学信息与电子工程学院 硕士

  • 2017-2021 香港大学电机与电子工程学系 博士

  • 姓名：郭明昭
    身份：硕士研究生
    年级：2022级
    邮箱：guomzh2022@shanghaitech.edu.cn
    研究方向：无线联邦学习
  • 姓名：刘澍
    身份：硕士研究生
    年级：2022级
    邮箱：liushu2022@shanghaitech.edu.cn
    研究方向：边缘人工智能
  • 姓名：谢思静
    身份：硕士研究生
    年级：2023级
    邮箱：xiesj2023@shanghaitech.edu.cn
    研究方向：无线联邦学习
  • 姓名：尹衍博
    身份：硕士研究生
    年级：2023级
    邮箱：yinyb2023@shanghaitech.edu.cn
    研究方向：语义通信
  • 姓名：胡乔升
    身份：硕士研究生
    年级：2023级
    邮箱：huqsh2023@shanghaitech.edu.cn
    研究方向：基于通感算融合的联邦学习
  • 姓名：张硕
    身份：硕士研究生
    年级：2024级
    邮箱：zhangshuo2024@shanghaitech.edu.cn
    研究方向：
  • 姓名：龙文杰
    身份：硕士研究生
    年级：2024级
    邮箱：longwj2024@shanghaitech.edh.cn
    研究方向：

  • 分布式优化与智能（本研一体课程）

  • 概率论与数理统计（本科生课程）


  • 1. Dingzhu Wen;Ki-Jun Jeon;Kaibin Huang;#, Federated Dropout A Simple Approach for Enabling Federated Learning on Resource Constrained Devices, IEEE WIRELESS COMMUNICATIONS LETTERS, 01 May 2022, 11(5):923-927
  • 2. 杨瀚哲;游家伟;文鼎柱;石远明;#, 基于脉冲神经网络的无线空中联邦学习, 移动通信, 28 Sep 2022, 46(9):14-19
  • 3. 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
  • 4. 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, Dec 2023, 22(12):9549 - 9563
  • 5. 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
  • 6. 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
  • 7. 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
  • 8. 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, Mar 2024, 23(3):2039 - 2053
  • 9. 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, Apr 2024, PP(99):1-1
  • 10. 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, Mar 2024, 8(1):190 - 204
  • 11. 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, Mar 2024, 23(3):2486 - 2502
  • 12. Yiji Wang;Cheng Zou;Dingzhu Wen;Yuanming Shi;#, Federated Learning over LEO Satellite, 2022 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 04 Dec 2022, 1652-1657
  • 13. 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, Jun 2024, PP(99):1-1
  • 14. Zeming Zhuang;Dingzhu Wen;Yuanming Shi;#, Decentralized Over-the-Air Computation for Edge AI Inference with Integrated Sensing and Communication, GLOBECOM 2023 - 2023 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Dec 2023, 4644-4649
  • 15. Yiji, WANG;Dingzhu, Wen;Yijie, Mao;Yuanming, Shi;#, RIS-Assisted Federated Learning in Multi-Cell Wireless Networks, ZTE COMMUNICATIONS, Mar 2023, 23(1):25-37
  • 16. Yiji, Wang;Jingyang, Zhu;Yijie, Mao;Dingzhu, Wen;Xiaohua, Tian;Yuanming, Shi;#, Hierarchical Federated Edge Learning over Space-Air-Ground Integrated Networks, 2023 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 08 Dec 2023, 190-196
  • 17. Ye, Xinrui;Sun, Yanzan;Wen, Dingzhu;Pan, Guanjin;Zhang, Shunqing;#, End-to-End Delay Minimization based on Joint Optimization of DNN Partitioning and Resource Allocation for Cooperative Edge Inference, ARXIV, 19 Oct 2023,
  • 18. Wen, Dingzhu;Li, Xiaoyang;Zhou, Yong;Shi, Yuanming;Wu, Sheng;Jiang, Chunxiao;#, Integrated Sensing-Communication-Computation for Edge Artificial Intelligence, IEEE INTERNET OF THINGS MAGAZINE, 27 Jun 2024, 7(4):14 - 20
  • 19. Ye, Xinrui;Sun, Yanzan;Wen, Dingzhu;Pan, Guanjin;Zhang, Shunqing;#, End-to-End Delay Minimization based on Joint Optimization of DNN Partitioning and Resource Allocation for Cooperative Edge Inference, IEEE VEHICULAR TECHNOLOGY CONFERENCE, 2023,
  • 20. Yang, Peng;Wen, Dingzhu;Zeng, Qunsong;Wang, Ting;Shi, Yuanming;#, Communication-Efficient Vertically Split Inference via Over-the-Air Computation, 2023 IEEE 24TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC), 25 Sep 2023, 1-5
  • 21. Wen, Dingzhu;Liu, Peixi;Zhu, Guangxu;Shi, Yuanming;Xu, Jie;Eldar, Yonina C.;Cui, Shuguang;#, Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI, IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2023, 2023-May:3608-3613
  • 22. Diao Wang;Dingzhu Wen;Yinghui He;Guanding Yu;#, Device Scheduling for Privacy-Aware Integrated Sensing, Computation, and Communication Systems, 2023 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 08 Dec 2023, 957-962
  • 23. Chonghe Liu;Shengli Liu;Dingzhu Wen;Guanding Yu;#, Adaptive Cluster Head Selection and Spectrum Allocation for D2D-Enabled Collaborative Learning, 2023 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 08 Dec 2023, 491-496
  • 24. Sisi Lin;Mengyuan Lee;Qimei Chen;Dingzhu Wen;Wen Du;Zhidong He;#, OverGNN Assisted Power Allocation for Heterogeneous Ultra-Dense Networks, 2023 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 04 Nov 2023, 152-157
  • 25. Pengfei Zhang;Dingzhu Wen;Guangxu Zhu;Qimei Chen;Kaifeng Han;Yuanming Shi;#, Collaborative Edge AI Inference over Cloud-RAN, IEEE TRANSACTIONS ON COMMUNICATIONS, Sep 2024, PP(99):1-1
  • 26. Yifan Chen;Shengli Liu;Dingzhu Wen;#, Communication Efficient Decentralized Learning over D2D Network: Adaptive Relay Selection and Resource Allocation, IEEE WIRELESS COMMUNICATIONS LETTERS, Sep 2024, PP(99):1-1
  • 27. Xiang Jiao;Dingzhu Wen;Guangxu Zhu;Wei Jiang;Wu Luo;Yuanming Shi;#, Task-Oriented Over-the-Air Computation for Edge-Device Co-Inference With Balanced Classification Accuracy, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, Nov 2024, 73(11):1-6
  • 28. Zhanpeng Yang;Zhiyong Yu;Xin Liu;Dingzhu Wen;Yong Zhou;Yuanming Shi;#, Latency-Aware Microservice Deployment for Edge AI Enabled Video Analytics, 2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2024,
  • 29. Sisi Lin;Xiaoxia Xu;Qimei Chen;Zihan Zhang;Dingzhu Wen;Guocao Tao;Hao Jiang;#, End-to-End Hybrid Beamforming for mmWave Integrated Access and Backhaul with Active Sensing Strategy, 2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2024,
  • 30. Jiayi Yang;Yijie Mao;Dingzhu Wen;Yong Zhou;Yuanming Shi;#, RIS-Assisted Multi-Device Edge AI Inference, 2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2024,
  • 31. 谢思静;文鼎柱;#, 基于联邦分割学习与低秩适应的RoBERTa预训练模型微调方法, 数据采集与处理, 15 May 2024, 39(03):577-587
  • 32. Shengli Liu;Chonghe Liu;Dingzhu Wen;Guanding Yu;#, Efficient Collaborative Learning Over Unreliable D2D Network: Adaptive Cluster Head Selection and Resource Allocation, IEEE Transactions on Communications, 01 Jan 2025, 73(1):425-438
  • 33. Liu, Shu;Wen, Dingzhu;Li, Da;Chen, Qimei;Zhu, Guangxu;Shi, Yuanming;#, Energy-Efficient Optimal Mode Selection for Edge AI Inference via Integrated Sensing-Communication-Computation, IEEE TRANSACTIONS ON MOBILE COMPUTING, Dec 2024, 23(12):1-15
  • 34. Zeyang Hu;Changsheng You;Tianyu Liu;Dingzhu Wen;Ye Hu;Yuanhao Cui;Yi Gong;Kaibin Huang;#, Semantic Communication Meets Edge Intelligence: Semantic-Relay-Aided Text Transmissions, IEEE INTERNET OF THINGS JOURNAL, 15 Dec 2024, PP(99):1-1
  • 35. Diao Wang;Dingzhu Wen;Yinghui He;Qimei Chen;Guangxu Zhu;Guanding Yu;#, Joint Device Scheduling and Resource Allocation for ISCC-Based Multi-View-Multi-Task Inference, IEEE INTERNET OF THINGS JOURNAL, 15 Dec 2024, PP(99):40814-40830
  • 36. Hongtao Zhu;Li Chen;Dingzhu Wen;Xiaohui Chen;Weidong Wang;#, Balancing Straggler Mitigation and Information Protection for Matrix Multiplication in Heterogeneous Multi-Group Networks, IEEE Transactions on Communications, 01 Feb 2025, 73(2):1276-1289
  • 37. Dingzhu Wen;Sijing Xie;Xiaowen Cao;Yuanhao Cui;Weijie Yuan;Zhaohui Yang;Jie Xu;Yuanming Shi;Shuguang Cui;#, Over-the-Air Federated Edge Learning with Integrated Sensing, Communication, and Computation, 2024 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2024, 862-867
  • 38. Ziao Zhou;Shaoming Huang;Youlong Wu;Dingzhu Wen;Ting Wang;Haibin Cai;Yuanming Shi;#, Communication-efficient Federated Learning with Privacy Enhancing via Probabilistic Scheduling, 2024 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2024, 1233-1238
  • 39. Peng Yang;Dingzhu Wen;Qunsong Zeng;Yong Zhou;Ting Wang;Haibin Cai;Yuanming Shi;#, Over-the-Air Computation Empowered Vertically Split Inference, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, Dec 2024, PP(99):19634-19648
  • 40. Mingzhao Guo;Dongzhu Liu;Osvaldo Simeone;Dingzhu Wen;#, Efficient Wireless Federated Learning Via Low-Rank Gradient Factorization, IEEE Transactions on Vehicular Technology, 01 Apr 2025, 74(4):6811-6816
  • 41. Wen, Dingzhu;Zhou, Yong;Li, Xiaoyang;Shi, Yuanming;Huang, Kaibin;Letaief, Khaled B.;#, A Survey on Integrated Sensing, Communication, and Computation, IEEE COMMUNICATIONS SURVEYS & TUTORIALS, 23 Dec 2024, PP(99)
  • 42. Jingfeng Huang;Lixiang Lian;Dingzhu Wen;Yong Zhou;Fuzhai Wang;Weichang Wang;Yuanming Shi;#, Dynamic UAV-Assisted Cooperative Edge AI Inference, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 01 Jan 2025, 24(1):615-628
  • 43. Jielin Zhu;Youlong Wu;Dingzhu Wen;Xuan Liu;Liqun Fu;Yuanming Shi;#, Fisher-Robust Information Bottleneck for Task-Oriented Communication with Noisy Data, 2024 16TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 01 Jan 2024, 78-83
  • 44. Xiang Jiao;Guangxu Zhu;Wei Jiang;Li Chen;Wu Luo;Dingzhu Wen;#, Sensing–Communication–Computation Integration for Federated Edge Learning With Controllable Model Dropout, IEEE Internet of Things Journal, 12 null 2025, 12(12):19767-19781
  • 45. Zhihui Jiang;Dingzhu Wen;Shengli Liu;Guangxu Zhu;Guanding Yu;#, Partitioned Edge Learning Over Fast Fading Channels, IEEE Transactions on Vehicular Technology, 01 Jun 2025, 74(6):8561-8576
  • 46. Yuhan Ai;Qimei Chen;Guangxu Zhu;Dingzhu Wen;Hao Jiang;Jun Zeng;Ming Li;#, Clustered Federated Multi-Task Learning: A Communication-and-Computation Efficient Sparse Sharing Approach, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 24(6):4824-4838
  • 47. Zhanpeng,Yang;Pengfei,Zhang;Jingyang,Zhu;Dingzhu,Wen;Yuanming,Shi;Wei,Chen;#, Hierarchical Federated Learning with Integrated Sensing-Communication-Computation over Space-Air-Ground Integrated Networks, 2025 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), Jun 2025,
  • 48. Yan Zhu;Peng Yang;Jingyang Zhu;Dingzhu Wen;Ting Wang;Yong Zhou;Yuanming Shi;Chunxiao Jiang;#, Satellite Federated Fine-Tuning for Foundation Models: Architecture Design and System Optimization, GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, 12 Dec 2024, 5030-5035
  • 49. Sijing Xie;Dingzhu Wen;Xiaonan Liu;Changsheng You;Tharmalingam Ratnarajah;Kaibin Huang;#, Convergence Analysis for Federated Dropout, GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, 12 Dec 2024, 5313-5318
  • 50. Qiaosheng Hu;Nannan Zhang;Dingzhu Wen;#, Integrated Sensing-Communication-Computation Based Online Federated Learning with Limited Cache, 2025 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 27 Mar 2025, 1-6
  • 51. Hanzhe Yang;Dingzhu Wen;Li You;Jingjing Wang;Sheng Wu;Yuanming Shi;#, MIMO Over-the-Air Computation for Device-Edge Collaborative Inference, IEEE Transactions on Wireless Communications, Dec 2023, PP(99):1-1
  • 52. Yanbo Yin;Shu Liu;Dingzhu Wen;Youlong Wu;Yuanming Shi;#, Joint Source and Channel Coding for Multi-Modal Satellite-to-Ground Semantic Communications, 2025 IEEE Wireless Communications and Networking Conference (WCNC), 27 Mar 2025, 01-06
  • 53. Yang, Hanzhe;Wu, Youlong;We, Dingzhu;Zhou, Yong;Shi, Yuanming;#, Structured IB: Improving Information Bottleneck with Structured Feature Learning, PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 11 Apr 2025, 39(20):21922-21928
  • 54. Dingzhu Wen;Sijing Xie;Xiaowen Cao;Yuanhao Cui;Jie Xu;Yuanming Shi;Shuguang Cui;#, Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, PP(99):1-1
  • 55. Wang, Diao;Wen, Dingzhu;He, Yinghui;Chen, Qimei;Zhu, Guangxu;Yu, Guanding;#, Joint Device Scheduling and Resource Allocation for ISCC-Based MultiviewMultitask Inference, IEEE INTERNET OF THINGS JOURNAL, 15 Dec 2024, 11(24):40814-40830
  • 56. Yin, Yanbo;Liu, Shu;Wen, Dingzhu;Wu, Youlong;Shi, Yuanming;#, Joint Source and Channel Coding for Multi -Modal Satellite -to -Ground Semantic Communications, 2025 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC, 01 Jan 2025,
  • 57. Hu, Qiaosheng;Zhang, Nannan;Wen, Dingzhu;#, Integrated Sensing -Communication -Computation Based Online Federated Learning With Limited Cache, 2025 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC, 01 Jan 2025,
  • 58. Yang, Hanzhe;Wu, Youlong;Wen, Dingzhu;Zhou, Yong;Shi, Yuanming;#, Structured IB: Improving Information Bottleneck with Structured Feature Learning, AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 11 Dec 2024,
  • 59. Xiang Jiao;Guangxu Zhu;Wei Jiang;Li Chen;Wu Luo;Dingzhu Wen;#, Sensing–Communication–Computation Integration for Federated Edge Learning With Controllable Model Dropout, IEEE Internet of Things Journal, 12 null 2025, 12(12):19767-19781
  • 60. Hanzhe Yang;Dingzhu Wen;Li You;Jingjing Wang;Sheng Wu;Yuanming Shi;#, MIMO Over-the-Air Computation for Device-Edge Collaborative Inference, IEEE Transactions on Wireless Communications, 2025, PP(99):1-1
  • 61. Yanbo Yin;Shu Liu;Dingzhu Wen;Youlong Wu;Yuanming Shi;#, Joint Source and Channel Coding for Multi-Modal Satellite-to-Ground Semantic Communications, 2025 IEEE Wireless Communications and Networking Conference (WCNC), 27 Mar 2025, 01-06
  • 62. Xiang Jiao;Guangxu Zhu;Wei Jiang;Li Chen;Wu Luo;Dingzhu Wen;#, Sensing–Communication–Computation Integration for Federated Edge Learning With Controllable Model Dropout, IEEE Internet of Things Journal, 15 null 2025, 12(12):19767-19781
  • 63. 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
  • 64. 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
  • 65. 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
  • 66. 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
  • 67. 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
  • 68. 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
  • 69. 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
  • 70. Dingzhu Wen, Guanding Yu#, Full‐duplex and half‐duplex: power efficiency comparison, Electronics Letters, 2016/3, Volume52, Issue6, Pages 483-485