华中科技大学
导师风采
万凯
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  • 教授
  • 导师类别:硕士,博士生导师
  • 性别: 男
  • 学历:博士研究生
  • 学位:博士

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  • 所属院系:电子信息与通信学院
  • 所属专业: 信息与通信工程  、 电子信息
  • 邮箱 : kai_wan@hust.edu.cn
  • 工作电话 : -

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万凯,华中科技大学电子信息与通信学院教授,博士毕业于法国巴黎萨克雷大学,曾任德国柏林工业大学博士后。曾入选国家级青年人才(海外),湖北省百人计划,华中科技大学东湖学者。长期从事信息论和编码领域的研究工作,并将这些理论应用于通信、存储、计算、信息安全和隐私、机器学习等方向。解决了缓存、分布式计算、通感一体化部分系统高效传输的难题,针对缓存系统的开创性下界推导理论引领了一系列相关研究,曾被缓存领域权威专家评为突破性成果。这些成果为分布式系统的“通”、“感”、“算”、“存”性能基本折衷夯实了理论基础。总共发表国际顶级学术期刊和学术会议论文71篇,包括25篇SCI期刊论文(第一或通讯作者文章20篇)与46篇EI会议论文(第一作者文章25篇),其中信息论领域旗舰期刊IEEE Transactions on Information Theory收录15篇(7篇分别入选该杂志月度热门文章),通信领域旗舰期刊IEEE Transactions on Communications与IEEE Journal on Selected Areas in Communications共收录7篇,信息论领域旗舰会议IEEE ISIT收录21篇,在John Wiley & Sons出版社发表书章节1章,并作为贡献者之一参与《通算一体网络十大基础问题白皮书》的撰写工作。根据谷歌学术数据,近5年新增论文引用量超过900次,最高单篇论文引用超过200次。曾获得2023年度中国电子学会信息论分会青年新星奖(唯二人获奖),第三十届信息论学术会议最佳论文奖(唯一得奖论文)、最佳报告奖,以及EI会议ICCCS 2023青年科学家奖。现任SCI期刊IEEE Transactions on Communications,IEEE Communications Letters副编辑。


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科研项目

1.国家自然科学基金委员会智能反射面辅助的新型无线通信数学理论与数学技术,300 万元,参与, 2021-2022

2. 中国计算机学会 CFF-海康威视斑头雁基金项目: 基于随机矩阵和信息瓶颈理论的神经网络表达和压缩的研究,28 万元,第二负责人, 2022-2025

3. 欧 盟 研 究 委 员 会:Content-Aware Wireless Networks: Fundamental Limits, Algorithms, and Architectures,250 万欧元,参与, 2018-2023


研究成果

1. Kai Wan*, Hua Sun, Mingyue Ji, and Giuseppe Caire, “On Secure Distributed Linearly Separable Computation”, IEEE Journal on Selected Areas in Communications, vol. 40, no. 3, pp. 912-926, Mar. 2022.

2. Kai Wan*, Hua Sun, Mingyue Ji, Tiebin Mi, and Giuseppe Caire, “The Capacity Region of InformationTheoretic Secure Aggregation with Uncoded Groupwise Keys”, IEEE Trans. on Information Theory, Apr.2024.

3. Kai Wan*, Hua Sun, Mingyue Ji, Daniela Tuninetti, and Giuseppe Caire, “On the Fundamental Limits ofCoded Caching with Correlated Files of Combinatorial Overlaps”, IEEE Trans. on Information Theory,Jun. 2023.

4. Kai Wan*, Hua Sun, Mingyue Ji, Daniela Tuninetti, and Giuseppe Caire, “On the Fundamental Limits ofDevice-to-Device Private Caching Under Uncoded Cache Placement and User Collusion”, IEEE Trans. onInformation Theory, vol. 68, no. 9, pp. 5701-5729, Sep. 2022.

5. Kai Wan*, Hua Sun, Mingyue Ji, Daniela Tuninetti, and Giuseppe Caire, “Cache-Aided Matrix Multipli-cation Retrieval”, IEEE Trans. on Information Theory, vol. 68, no. 7, pp. 4301-4319, Jul. 2022.

6. Kai Wan*, Hua Sun, Mingyue Ji, and Giuseppe Caire, “Distributed Linearly Separable Computation”,IEEE Trans. on Information Theory, vol. 68, no. 2, pp. 1259-1278, Feb. 2022.

7. Kai Wan*, Daniela Tuninetti, Mingyue Ji, and Pablo Piantanida, “Combination Networks with End-user-caches: Novel Achievable and Converse Bounds under Uncoded Cache Placement”, IEEE Trans. on Infor-mation Theory, vol. 68, no. 2, pp. 806-827, Feb. 2022.

8. Kai Wan*, Hua Sun, Mingyue Ji, Daniela Tuninetti, and Giuseppe Caire, “On the Optimal Load-MemoryTradeoff of Cache-Aided Scalar Linear Function Retrieval”, IEEE Trans. on Information Theory, vol. 67,no. 6, pp. 4001-4018, Jun. 2021.

9. Kai Wan*, Daniela Tuninetti, Mingyue Ji, and Giuseppe Caire, “On the Fundamental Limits of Fog-RANCache-aided Networks with Downlink and Sidelink Communications”, IEEE Trans. on Information Theory,vol. 67, no. 4, pp. 2353-2378, April 2021.

10. Kai Wan* and Giuseppe Caire, “On Coded Caching with Private Demands”, IEEE Trans. on InformationTheory, vol. 67, no. 1, pp. 358-372, Jan. 2021.

11. Kai Wan*, Daniela Tuninetti, Mingyue Ji, Giuseppe Caire, and Pablo Piantanida, “Fundamental Limits ofDecentralized Data Shuffling”, IEEE Trans. on Information Theory, vol. 66, no. 6, pp. 3616-3637, June2020.

12. Kai Wan*, Daniela Tuninetti, and Pablo Piantanida, “An Index Coding Approach to Caching with UncodedCache Placement”, IEEE Trans. on Information Theory, vol. 66, no. 3, pp. 1318-1332, Mar. 2020.

13. Kai Wan*, Minquan Cheng, Mari Kobayashi, and Giuseppe Caire, “On the Optimal Load Memory Tradeoffof Coded Caching for Location-Based Content”, IEEE Transactions on Communications, vol. 70, no. 5,pp. 3047-3062, May 2022.

14. Kai Wan*, Hua Sun, Mingyue Ji, and Giuseppe Caire, “On the Tradeoff Between Computation and Commu-nication Costs for Distributed Linearly Separable Computation”, IEEE Transactions on Communications,vol. 69, no. 11, pp. 7390-7405, Nov. 2021.

15. Ali Gholami, Kai Wan*, Hua Sun, Mingyue Ji, and Giuseppe Caire, “Coded Caching with Private Demandsand Caches”, IEEE Trans. on Information Theory, Nov. 2023.

16. Minquan Cheng, Dequan Liang, Kai Wan*, Mingming Zhang, and Giuseppe Caire, “A Novel Transforma-tion Approach of Shared-link Coded Caching Schemes for Multiaccess Networks”, in IEEE Transactionson Communications, Aug. 2021.

17. Xiang Zhang, Kai Wan*, Hua Sun, Mingyue Ji, and Giuseppe Caire, “On the Fundamental Limits of Cache-aided Multiuser Private Information Retrieval”, IEEE Transactions on Communications, vol. 69, no. 9, pp.5828-5842, Sept. 2021.

18. Mozhgan Bayat, Kai Wan*, and Giuseppe Caire, “Coded Caching over Multicast Routing Networks”, IEEETrans. on Communications, vol. 69, no. 6, pp. 3614-3627, Jun. 2021.

19. Cagkan Yapar, Kai Wan*, Rafael F. Schaefer, and Giuseppe Caire, “On the Optimality of D2D CodedCaching with Uncoded Cache Placement and One-shot Delivery”, IEEE Trans. on Communications, vol.67, no. 12, pp. 8179-8192, Dec. 2019.

20. Kai Wan*, Hua Sun, Mingyue Ji, Daniela Tuninetti, and Giuseppe Caire, “Cache-aided General LinearFunction Retrieval”, Entropy 2021, 23(1), 25.

21. Jinyu Wang, Minquan Cheng, Kai Wan, and Giuseppe Caire, “Placement Delivery Array Construction viaCartesian Product for Coded Caching”, IEEE Trans. on Information Theory, vol. 69, no. 12, pp. 7602-7626,Dec. 2023.

22. Mingming Zhang, Kai Wan, Minquan Cheng, and Giuseppe Caire, “Coded Caching for Two-DimensionalMulti-Access Networks with Cyclic Wrap Around”, IEEE Trans. on Information Theory, vol. 70, no. 1,pp. 30-50, Jan. 2024.

23. Ting Yang, Kai Wan, Minquan Cheng, Robert Caiming Qiu, and Giuseppe Caire, “Multiple-antenna Place-ment Delivery Array for Cache-aided MISO Systems”, IEEE Trans. on Information Theory, vol. 69, no. 8,pp. 4855-4868, Aug. 2023.

24. Yifeng Xiong, Fan Liu, Kai Wan, Weijie Yuan, Yuanhao Cui and Giuseppe Caire, “From Torch to Projector:Fundamental Tradeoff of Integrated Sensing and Communications”, IEEE BITS the Information TheoryMagazine, Mar. 2024.

25. Xiaojun Li, Qiaoling Zhang, Minquan Cheng, and Kai Wan, “An Approach to Reduce the Redundancy ofPlacement Delivery Array Schemes for Random Demands”, IEEE Wireless Communications Letters, Mar.2021.


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