吴梦如
发布者:     发布时间：2025-09-17    浏览次数：

吴梦如

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硕士生导师

研究领域：智能物联网、端-边协同推理、深度学习、无人机通信、语义通信

办公室＆实验室：：新疆大学博大校区信息大楼B216室

电子邮件：mengruwu@foxmail.com

联系电话：

个人简介

2022年6月毕业于东北大学通信与信息系统专业，获得工学博士学位，2021年3月至2022年3月作为国家公派联合培养博士研究生赴韩国首尔高丽大学进行访问交流，合作导师Inkyu Lee教授(韩国国家工程院院士，韩国科学技术院院士，IEEE Fellow)。发表学术论文40余篇，其中以第一/通讯作者在IEEE TMC、TVT、TNSE、IoT J、通信学报、ICC、GLOBECOM等期刊及会议上发表/录用学术论文27篇，现主持国家自然科学基金项目1项，浙江省自然科学基金项目1项，曾入选浙江省科协青年人才托举培养项目、杭州市科协青年人才托举工程项目。现为IEEE Transactions on Vehicular Technology(中科院2区，IF: 7.5)副编辑；IEEE/KICS Journal of Communications and Networks(JCN, IF: 3.0)编辑；Electronics(中科院4区, IF: 2.8)特邀编辑；Journal of Communications and Information Networks(JCIN)青年编委；《电信科学》青年编委；作为分论坛研讨会主席，组织了包括IEEE VTC和IEEE/CIC ICCC等多个会议的分论坛研讨会；TWC、TCOM、TMC、TSC、TVT、TASE、TITS、TCCN等20余个SCI期刊的审稿人。

工作简历

  1. 2022.10~2026.05，浙江工业大学信息工程学院，朝晖特聘副研究员，硕士生导师；

  2. 2026.06~至今，新疆大学计算机科学与技术学院，硕士生导师；

  3. 2025.08~至今，IEEE Transactions on Vehicular Technology (中科院2区, IF: 7.5)，Associate Editor；

  4. 2026.05月~至今，IEEE/KICS Journal of Communications and Networks (中科院 4 区, IF: 3.0)，Editor；

  5. Electronics(中科院4区, IF:2.8)，AI-Driven Secure Communications and Networking in 6G Integrated Satellite-Terrestrial Networks，Guest Editor；

  6. 2025.10~至今，《电信科学》(中国通信学会推荐中文科技期刊T1级)，青年编委；

  7. 2026.06~至今，Journal of Communications and Information Networks(JCIN, 信息通信领域T1级期刊)，青年编委；

  8. IEEE CIC/ICCC 2026 Workshop on Closed-Loop Communication, Sensing, Computation, and Control for the Internet of Robotic Things, Workshop Chair；

  9. IEEE VTC 2026 Spring Workshop on Communication-Computing Co-Design for Energy-Efficient 6G Cloud-Edge Intelligence, Workshop Chair；

  10. IEEE 6th International Conference on Computer, Big Data and Artificial Intelligence, Workshop Chair；

  11. The 4th International Conference on Internet of Things, Communication and Intelligence Technology (IoTCIT), Workshop Chair；

  12. The 3rd International Conference on Networks, Communications and Intelligent Computing (NCIC), Workshop Chair。

学生指导情况

  1. 第十九届“挑战杯”全国大学生课外学术科技作品竞赛  全国一等奖；

  2. 第十二届“大唐杯”全国大学生新一代信息通信技术大赛  全国一等奖 (赛道一)；

  3. 第十二届“大唐杯”全国大学生新一代信息通信技术大赛  全国三等奖 (赛道二)；

  4. 2026年浙江省大学生科技创新活动计划(新苗人才计划) (本科生科研项目，项目经费：5000元)；

  5. 第十二届“大唐杯”全国大学生新一代信息通信技术大赛，优秀指导教师；

  6. 浙江工业大学2024届本科毕业论文(设计)优秀指导教师；

  7. 浙江工业大学信息工程学院2023/2024学年优秀班主任;

  8. 浙江工业大学信息工程学院2024/2025学年优秀班主任；

  9. 研究生指导：2022年~至今 指导学硕8人，指导专硕5人;

    ---4人已毕业，浙江工业大学本校硕博连读1人，东南大学攻博1人，在读研究生9人，3人获得硕士研究生国家奖学金；

    ---指导研究生在IEEE TMC、IEEE JSAC等中科院一区Top期刊发表论文5篇，在IEEE TVT、IEEE IoT J等中科院二区权威期刊发表论文10余篇;

  10. 本科生指导：指导本科生发表SCI论文1篇(IEEE Wireless Communications Letters, IF: 5.1)，发表通信领域旗舰会议IEEE GLOBECOM论文1篇。

主持项目

  1. 国家自然科学基金青年科学基金项目(C 类)[原青年科学基金项目]，2024.01-2026.12，项目主持人，30万元。

  2. 浙江省自然科学基金/探索项目/探索青年，2024.01-2026.12，项目主持人，10万元。

学术成果

近五年发表的期刊论文

  1. Mengru Wu, Haonan Wu, Weidang Lu, Lei Guo, Inkyu Lee, Abbas Jamalipour. Security-aware designs of multi-UAV deployment, task offloading and service placement in edge computing networks[J]. IEEE Transactions on Mobile Computing, 2025, 24(10): 11046-11060. (中科院1区Top, CCF A, IF: 8.8)

  2. Mengru Wu, Haonan Wu, Weidang Lu, Zhaolong Ning, Lei Guo, Abbas Jamalipour. Secure split offloading and trajectory design for UAV-assisted collaborative multi-exit DNN inference[J]. IEEE Transactions on Mobile Computing, early access, DOI: 10.1109/TMC.2026.3708394. (中科院1区Top, CCF A, IF: 8.8)

  3. Mengru Wu, Qingyang Song, Lei Guo, Abbas Jamalipour. Charge-then-cooperate: Secure resource allocation for wireless-powered relay networks with wireless energy transfer[J]. IEEE Transactions on Vehicular Technology, 2021, 70(5): 5088-5093. (中科院2区, IF: 7.5)

  4. Mengru Wu, Qingyang Song, Lei Guo, Abbas Jamalipour. Joint user pairing and resource allocation in a SWIPT-enabled cooperative NOMA system[J]. IEEE Transactions on Vehicular Technology, 2021, 70(7): 6826-6840. (中科院2区, IF: 7.5)

  5. Mengru Wu, Weijing Qi, Junhee Park, Peng Lin, Lei Guo, Inkyu Lee. Residual energy maximization for wireless powered mobile edge computing systems with mixed-offloading[J]. IEEE Transactions on Vehicular Technology, 2022, 71(4): 4523-4528. (中科院2区, IF: 7.5)

  6. Mengru Wu, Qingyang Song, Lei Guo, Inkyu Lee. Energy-efficient secure computation offloading in wireless powered mobile edge computing systems[J]. IEEE Transactions on Vehicular Technology, 2023, 72(5): 6907-6912. (中科院2区, IF: 7.5)

  7. Mengru Wu, Haonan Wu, Weidang Lu, Qingyang Song, Bo Xu, Lei Guo, Arumugam Nallanathan. Energy-constrained multidimensional optimization for UAV-assisted secure data collection with cooperative jamming[J]. IEEE Transactions on Vehicular Technology, 2025, 74(12): 18529-18542. (中科院2区, IF: 7.5)

  8. Mengru Wu, Jiale Lin, Weidang Lu, Lei Guo, Arumugam Nallanathan. Joint transmit power and trajectory optimization for covert short-packet communication in UAV-aided relay networks[J]. IEEE Transactions on Vehicular Technology, accepted. (中科院2区, IF: 7.5)

  9. Mengru Wu, Shizhen Lai, Weidang Lu, Bo Zhao, Lei Guo, Arumugam Nallanathan. Rethinking fluid antennas for ISAC: A systematic review and a novel air-ground collaborative framework[J]. IEEE Transactions on Network Science and Engineering, 2026, 13: 3682-3700. (中科院2区, IF: 7.3, 曾入选IEEE TNSE最受欢迎论文榜单)

  10. Mengru Wu, Weijin Chen, Liping Qian, Lei Guo, Inkyu Lee. Joint service caching and secure computation offloading for reconfigurable intelligent surface-assisted edge computing networks[J]. IEEE Internet of Things Journal, 2024, 11(19): 30469-30482. (中科院2区Top, IF: 8.7)

  11. Mengru Wu, Yu Gao, Qingyang Song, Kexin Li, Weidang Lu, Lei Guo, Abbas Jamalipour. Integrated resource collaboration for RIS-assisted digital-twin-empowered Internet of everything[J]. IEEE Internet of Things Journal, 2025, 12(13): 23275-23287. (中科院2区Top, IF: 8.7)

  12. Bo Zhao, Ruotong Zhang, Mengru Wu*, Lei Guo, Abbas Jamalipour. Secrecy-aware adaptive federated learning for satellite multiaccess edge computing networks. IEEE Internet of Things Journal, 2026, 13(13): 29123-29136. (中科院2区Top, IF: 8.7)

  13. Mengru Wu, Jiawei Li, Jiaqi Wei, Bin Lyu, Kai-Kit Wong, Hyundong Shin. Joint optimization of model partitioning and resource allocation for anti-jamming collaborative inference systems. IEEE Wireless Communications Letters, 2026, 15: 3352-3356. (中科院3区, IF: 5.1)

  14. He Wang (本科生), Jiaqi Wei, Mengru Wu*, Weidang Lu, Inkyu Lee, Kai-Kit Wong. Security-oriented UAV deployment, DNN splitting, and resource allocation for collaborative inference[J]. IEEE Wireless Communications Letters, 2026, 15: 455-459. (中科院3区, IF: 5.1)

  15. Mengru Wu, Kexin Li, Liping Qian, Yuan Wu, Inkyu Lee. Secure computation offloading and service caching in mobile edge computing networks[J]. IEEE Communications Letters, 2024, 28(2): 432-436. (中科院3区, IF: 4.5)

  16. Mengru Wu, Yu Gao, Weidang Lu, Huimei Han, Lei Sun, Wanli Ni. Accuracy and security-guaranteed participant selection and beamforming design for RIS-assisted federated learning[J]. Accept, (2025-07-02)[2026-03-29]. https://arxiv.org/abs/2507.00388. (China Communications, 信息通信领域期刊分级T1级, 中科院4区, IF: 2.8)

  17. 吴梦如, 孔亚威, 韩会梅, 陆海全, 斯沛远, 卢为党, 郭磊. 安全驱动的空地协同边缘计算网络中的服务缓存与计算卸载策略[J]. 通信学报, 2025, 46(07): 132-144. (信息通信领域期刊分级T1级, 计算领域高质量科技期刊分级T1级)

  18. 吴梦如, 高羽, 赵波, 徐波, 孙浩, 郭磊. 面向异构人工智能生成内容服务的通算存资源协同优化策略[J/OL]. 电子与信息学报, 1-12[2026-03-10]. https://link.cnki.net/urlid/11.4494.TN.20260310.0925.002. (中国卓越行动计划中文领军期刊, CCF计算领域高质量科技期刊分级目录T1级)

  19. 吴梦如, 林嘉乐, 卢为党, 李博, 郭磊. 面向无人机可见光通信系统的安全隐蔽传输策略研究[J/OL]. 电子与信息学报, 1-11[2026-06-08]. https://link.cnki.net/urlid/11.4494.TN.20260606.0813.004. (中国卓越行动计划中文领军期刊, CCF计算领域高质量科技期刊分级目录T1级)

  20. 吴梦如, 仲南艳, 胡嘉阳, 龚树凤, 郭磊, 卢为党. 面向空地协同网络的无线安全通信技术研究与展望[J]. 移动通信, 2026, 50(01): 139-145.

  21. Yangting Chen (学生), Mengru Wu, Yu Ding, Weidang Lu, Xianbin Wang. Covert communication towards an aerial warden in NOMA-based UAV-MEC systems[J]. IEEE Journal on Selected Areas in Communications, 2026, 44: 1618-1632. (中科院1区top, IF: 16.8)

  22. Zheng Xing, Weibing Zhao, Mengru Wu, Jun Gao, Wenjie Liu, Cheng Zeng, Xuhui Zhang, Huijun Xing, Ruimao Zhang. Topology-aware embedding network for label-free radio map construction [J]. IEEE Transactions on Wireless Communications, vol. 25, pp. 20782-20799, 2026. (中科院1区Top, IF: 10.3)

  23. Liping Qian, Chenxi Wang, Qian Wang, Mengru Wu, Yuan Wu, Xiaoniu Yang. OFDM receiver design with learning-driven automatic modulation recognition[J]. IEEE Transactions on Cognitive Communications and Networking, 2024, 10(2): 429-441. (中科院1区Top, IF: 8.0)

  24. Liping Qian, Xinyu Dong, Mengru Wu, Yuan Wu, Lian Zhao. Long-term energy consumption minimization in NOMA-enabled vehicular edge computing networks[J]. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(10): 13717-13728. (中科院2区, IF: 9.1)

  25. Fuyuqi Zhang, Yu Ding, Mingfeng Cao, Mengru Wu, Weidang Lu, Arumugam Nallanathan. Resource and trajectory optimization for secure enhancement in IRS-assisted UAV-MEC systems[J]. IEEE Transactions on Vehicular Technology, 2025, 74(7): 11466-11471. (中科院2区, IF: 7.5)

  26. Haitao Zhao, Suyao Huang, Bo Xu, Linghao Zhang, Mengru Wu, Jinlong Sun. Hastening co-inference in space-air-ground integrated networks: A submodular optimization based task offloading approach. IEEE Transactions on Vehicular Technology, early access. https://doi:10.1109/TVT.2026.3681626(中科院2区, IF: 7.5)

  27. Yingtian Hu, Liye He, Mengru Wu, Weidang Lu, Dongdong Zhao, Lianjie Fang, Changhua Liu. Design of a terminal sensor with super-resolution reconstruction algorithm used in IoT-based water quality monitoring[J]. IEEE Internet of Things Journal, 2026, 13(7): 13095-13109. (中科院2区Top, IF: 8.7)

  28. Lijie Zhang, Qingyang Song, Mengru Wu, Weijing Qi, Lei Guo. Joint terminal pairing and multi-dimensional resource allocation for cooperative computation in a WP-MEC system[J]. IEEE Transactions on Green Communications and Networking, 2023, 7(3): 1447-1456. (中科院2区, IF: 6.9)

  29. Liping Qian, Suru Zhou, Mengru Wu, Yuan Wu. Joint optimization of resource allocation and SIC ordering in energy-harvesting relay-aided NOMA NB-IoT networks[J]. IEEE Transactions on Green Communications and Networking, 2024, 8(1): 468-481. (中科院2区, IF: 6.9)

  30. Liwei Shao, Liping Qian, Mengru Wu, Yuan Wu. Integrated clustering and routing design and triangle path optimization for UAV-assisted wireless sensor networks[J]. China Communications, 2024, 21(4): 178-192. (信息通信领域期刊分级T1级, 中科院4区, IF: 2.8)

第一作者会议论文

  1. Mengru Wu, Qingyang Song, Qiang Ni, Lei Guo, Zhaolong Ning, Mohammad S. Obaidat. Joint user pairing and resource allocation for SWIPT-enabled cooperative D2D communications[C]. 2021 IEEE International Conference on Communications (ICC), Montreal, QC, Canada, 2021: 1-6. (通信领域两大旗舰会议之一, CCF C类, 获得2021 ICC Student Grant)

  2. Mengru Wu, Jiaqi Wei, Weidang Lu, Hao Sun, Lei Guo, Abbas Jamalipour. Resource allocation and model deployment for heterogeneous AIGC service provisioning in AIoT networks[C]. 2025 IEEE Global Communications Conference (GLOBECOM), Taiwan, 2025: 6184-6189. (通信领域两大旗舰会议之一, CCF C类)

  3. Mengru Wu, Jianan Jiang, Haonan Wu, Zheng Xing, Bowen Gu. Joint model partitioning and resource allocation for wireless powered collaborative inference in MEC networks[C]. 2026 IEEE Global Communications Conference (GLOBECOM), accept. (通信领域两大旗舰会议之一, CCF C类)

  4. Mengru Wu, Yunpeng Ma, Zelin Zhu. Ray tracing-based wireless channel modeling in room-and-pillar mines[C]. 2021 IEEE Wireless Communications and Networking Conference (WCNC), Nanjing, China, 2021: 1-6. (CCF C类)

  5. Mengru Wu, Xinyu Dong, Liping Qian, Mingqing Li, Yuan Wu. Long-term energy consumption minimization in NOMA-enabled vehicular edge computing[C]. 2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Toronto, ON, Canada, 2023: 1-6.

  6. Mengru Wu, Weijing Qi, Zelin Zhu, Qingyang Song, Lei Guo. Joint resource allocation and power splitting control for SWIPT-enabled cooperative D2D communication networks[C]. 2021 IEEE/CIC International Conference on Communications in China (ICCC), Xiamen, China, 2021: 481-486.

  7. Mengru Wu, Weijin Chen, Kexin Li, Liping Qian. Secure computation offloading for IRS-assisted mobile edge computing networks[C]. 2023 IEEE/CIC International Conference on Communications in China (ICCC), Dalian, China, 2023: 1-6.

  8. Mengru Wu, Yunpeng Ma, Juan Cheng. Wireless channel modeling in underground mines with roughness in industrial Internet[C]. 2019 IEEE 2nd International Conference on Computer and Communication Engineering Technology (CCET), Beijing, China, 2019: 198-202.

其他

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