赵明雄

学术兼职

1) 中国通信学会数据安全委员会委员

2) 《信息与智能学报（英文）》青年编委

3) 期刊编辑(Editor)：

a) Journal of Electronic & Information Systems, Editor

b) Electronics, Leading Guest Editor for Special Issue “Celebrating the 100th Anniversary of Yunnan University—Securing Mobile Edge Computing: Challenges and Solutions for Edge Architecures”

4) Associate Editor：IEEE Region Ten Conference (TENCON 2020)

5) Track Chair: IEEE ICCT 2024

6) 国际会议技术委员会委员(TPC Member)：

a) IEEE Wireless Communications and Networking Conference (WCNC) – Track 4, 2024

b) IEEE Global Communications Conference (GLOBECOM) GCSN, 2024

c) IEEE 30th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), 2018—2022

d) IEEE International Conference on Communications ICC'19 - SAC-2 ASN Track & SAC-7 MBMC Track, 2019

e) IEEE International Conference on Communications, Networks and Satellite (COMNETSAT), 2018 & 2019&2020

f) International Conference on Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom), 2018 & 2019 & 2020

g) International Conference on Advanced Technologies for Communications (ATC), 2018 —2022

h) IEEE International Conference on Communications (ICC), 2018

i) IEEE 88th Vehicular Technology Conference (VTC), 2018

j) IEEE 10th International Conference on Wireless Communications and Signal Processing (WCSP), 2018

k) International Conference on Knowledge and Systems Engineering (KSE), 2018 & 2019

l) Asia-Pacific Conference on Communications (APCC), 2017 —2024

m) Asia-Pacific Conference on Communications (APCC) Workshop, 2018

n) IEEE International Conference on Computer and Communications (ICCC), 2016—2024

7) 学术期刊和会议审稿人(Reviewer)

a) IEEE Transactions on Wireless Communications

b) IEEE Transactions on Mobile Computing

c) IEEE Journal on Selected Areas in Communications

d) IEEE Transactions on Vehicular Technology

e) IEEE Transactions on Communications

f) IEEE Wireless Communications Letters

g) IEEE Communications Letters

h) Digital Communications Networks

i) Journal of Systems Architecture

j) IEEE Conferences: GLOBECOM, ICC, WCNC, PIMRC, SPAWC, WCSP

研究领域

边缘智能;无线通信;人工智能安全

教育背景

2011.09—2016.07华南理工大学 通信与信息系统 博士（直博）

2007.09—2011.07华南理工大学 电子科学与技术 学士

研究课题

1) 国家自然科学基金地区项目，62361056，无人机辅助的MEC网络资源管理关键技术研究，2024.01—2027.12，直接经费32万元，在研

2) 云南省应用基础研究计划面上项目，202301AT070422，面向无人机赋能的移动边缘计算网络性能提升方法研究，2023.06—2026.05，10万元，在研

3) 数字化学习技术集成与应用教育部工程研究中心创新基金重点课题，1431007，基于联邦学习和智能知识图谱的个性化虚拟实践实训资源构建与边缘调度技术研究，6万元，2025.01—2026.12，在研

4) 云南省服务计算重点实验室开放基金，YNSC24106，面向边缘智能服务的联邦学习隐私保护与安全计算策略，1万元，2025.01—2025.12，在研

5) 云南省智慧城市网络空间安全重点实验室开放基金，202105AG0710010-ZN-10，复杂网络环境中的联邦学习安全策略研究，5万元，2024.01—2025.12，在研

6) 云南省应用基础研究计划面上项目，202201AT070203，移动边缘计算中的混合卸载关键性技术研究，2022.06—2025.05，10万元，在研

7) 云南省“万人计划”青年拔尖人才，2019.10—2024.09，50万元

8) 云南省应用基础研究计划青年项目，2019FD-129，面向协作通信网络的用户可信度与协作机制研究，2019.07—2022.06，5万元，结题

9) 国家自然科学基金青年项目，61801418，基于用户可信度的协作通信关键技术研究，2019.01—2021.12，直接经费25万元，结题

10) 云南省软件工程重点实验室开放基金，2020SE316，移动边缘计算中的协作卸载关键性技术研究，2021.01—2021.12，4万元，结题

11) 云南大学“东陆中青年骨干教师”人才培养计划，2018.06—2021.05，8万元，结题

12) 云南省软件工程重点实验室开放基金，2017SE203，基于社交网络的用户安全协作策略研究，2017.01—2020.01，5万元，结题

奖励与荣誉

1) 2023年云南省大学生数学建模竞赛“优秀指导教师”

2) 2023年云南省工业和信息化技术技能大赛“优秀教练”

3) 2019年度校友总会郭氏创新创业奖助金“优秀教师奖”，2019

4) 第三届云南省高校教师教学大赛三等奖，2019

5) 云南大学第十三届教师课堂教学比赛二等奖，2019

6) 全国高校绿色计算大赛“优秀指导教师”，2018和2019

7) 2015-2016年度华南理工大学优秀博士学位论文创新基金（二等）

8) 2014-2015年度华南理工大学优秀博士学位论文创新基金（三等）

9) 2015年博士研究生国家奖学金

10) 2014年博士研究生国家奖学金

学术成果

1）期刊论文

J1）Mingxiong Zhao, Zirui Wang, Kun Guo*, Rongqian Zhang, and Tony Q.S. Quek, “Against Mobile Collusive Eavesdroppers: Cooperative Secure Transmission and Computation in UAV-Assisted MEC Networks”, Accepted by IEEE Transactions on Mobile Computing, DOI: 10.1109/TMC.2025.3529929. [IF: 7.7，计算机科学中科院2区，CCF推荐国际期刊A类]

J2）Zhenli He, Ying Guo, Xiaolong Zhai, Mingxiong Zhao*, Wei Zhou, and Keqin Li, “Joint Computation Offloading and Resource Allocation in Mobile-Edge Cloud Computing: A Two-Layer Game Approach”, Accepted by IEEE Transactions on Cloud Computing, DOI: 10.1109/TCC.2025.3538090. [IF: 5.3，计算机科学中科院2区，CCF推荐国际期刊C类]

J3）Chenyuan Feng, Ahmed Arafa, Zihan Chen, Mingxiong Zhao*, Tony Q.S. Quek, and Howard H. Yang*, “Towards Understanding Federated Learning over Unreliable Networks”, IEEE Transactions on Machine Learning in Communications and Networking, vol. 3, pp. 80-97, Feb. 2025.

J4）Rongqian Zhang, Li Yin, Yuyu Hao, Hui Gao, and Mingxiong Zhao* “Multi-Server Assisted Task Offloading and Resource Allocation for Latency Minimization in Thermal-Aware MEC Networks”, Accepted by IEEE Transactions on Consumer Electronics, DOI: 10.1109/TCE.2024.3481635. [IF: 4.3，计算机科学中科院2区]

J5）Jinghong Tan, Zhian Liu, Kun Guo, and Mingxiong Zhao*, “Long-Term Client Selection for Federated Learning with Non-IID Data: A Truthful Auction Approach”, IEEE Internet of Things Journal, vol. 12, no. 5, pp. 4953-4970, Mar. 2025. [IF: 8.2，计算机科学中科院1区]

J6）Mingxiong Zhao, Rongqian Zhang, Zhenli He*, and Keqin Li, “Joint Optimization of Trajectory, Offloading, Caching, and Migration for UAV-Assisted MEC”, IEEE Transactions on Mobile Computing, vol. 24, no. 3, pp. 1981-1998, Mar. 2025. [IF: 7.7，计算机科学中科院2区，CCF推荐国际期刊A类]

J7）Mingxiong Zhao, Yiming Xiao, Jianping Yao*, Tongda Wang, Jemin Lee, and Tony Q.S. Quek “Up-Downlink AoI-Driven Multi-Source Data Collection in UAV-Assisted Wireless Sensor Networks”, IEEE Transactions on Wireless Communications, vol. 24, no. 2, pp. 1178-1192, Feb. 2025. [IF: 8.9，计算机科学中科院1区，CCF推荐国际期刊B类]

J8）Mingxiong Zhao, Xianqi Zhang, Zhenli He*, Yu Chen, and Yunchun Zhang, “Dependency-Aware Task Scheduling and Layer Loading for Mobile Edge Computing Networks”, IEEE Internet of Things Journal, vol. 11, no. 21, pp. 34364-34381, Nov. 2024. [IF: 8.2，计算机科学中科院1区]

J9）Mingxiong Zhao, Zhaojie Yang, Zhenli He*, Fanhao Xue and Xianqi Zhang, “Multi-Round Stackelberg Game-Based Pricing and Offloading in Containerized MEC Networks”, IEEE Transactions on Green Communications and Networking, vol. 9, no. 1, pp. 191-206, Mar. 2025. [IF: 5.3，计算机科学中科院2区]

J10）Yunchun Zhang, Zikun Liao, Ning Zhang, Shaohui Min, Qi Wang, Tony Q.S. Quek, and Mingxiong Zhao*, “Deep Hashing for Malware Family Classification and New Malware Identification”, IEEE Internet of Things Journal, vol. 11, no. 16, pp. 26837-26851, Aug. 2024. [IF: 8.2，计算机科学中科院1区]

J11） Zhenli He, Yanan Xu, Mingxiong Zhao*, Wei Zhou, and Keqin Li, “Priority-based Offloading Optimization in Cloud-edge Collaborative Computing”, IEEE Transactions on Services Computing, vol. 16, no. 6, pp. 3906-3919, Nov.-Dec. 2023. [IF: 8.1，计算机科学中科院2区，CCF推荐国际期刊A类]

J12） Lingyan Bao, Zhenli He, Jinghong Tan, Yu Chen, and Mingxiong Zhao*, “Thermal-Aware Collaborative Computing and Caching for UAV-Enabled Cloud-MEC Networks”, IEEE Transactions on Green Communications and Networking, vol. 7, no. 2, pp. 579-593, Jun. 2023. [IF: 5.3，计算机科学中科院2区]

J13） Lingyan Bao, Jia Luo, Huiqi Bao, Yuyu Hao, and Mingxiong Zhao*, “Cooperative Computation and Cache Scheduling for UAV-Enabled MEC Networks”, IEEE Transactions on Green Communications and Networking, vol. 6, no. 2, pp. 965-978, Jun. 2022. [IF: 4.5，计算机科学中科院2区]

J14） Di Liu, Shigui Yang, Zhenli He, Mingxiong Zhao*, and Weichen Liu, “CARTAD: Compiler-Assisted Reinforcement Learning for Thermal-Aware Task Scheduling and DVFS on Multicores”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 41, no. 6, pp. 1813-1826, Jun. 2022. [CCF推荐国际期刊A类，计算机科学中科院2区，IF: 2.807]

J15）Mingxiong Zhao, Huiqi Bao, Li Yin, Jianping Yao*, and Tony Q.S. Quek, “Secrecy Offloading Rate Maximization for Multi-Access Mobile Edge Computing Networks”, IEEE Communications Letters, vol. 25, no. 12, pp. 3800-3804, Dec. 2021. [IF: 3.436，计算机科学中科院2区]

J16）Mingxiong Zhao, Jun-Jie Yu, Wen-Tao Li, Di Liu*, Shaowen Yao, Wei Feng, Changyang She, and Tony Q.S. Quek, “Energy-Aware Task Offloading and Resource Allocation for Time-Sensitive Mobile Edge Computing Networks”, IEEE Transactions on Vehicular Technology, vol. 70, no. 10, pp. 10925-109403, Oct. 2021. [计算机科学中科院2区，IF: 5.978]

J17）Mingxiong Zhao, Wen-Tao Li, Lingyan Bao, Jia Luo, Zhenli He, and Di Liu*, “Fairness-Aware Task Scheduling and Resource Allocation in UAV-Enabled Mobile Edge Computing Networks”, IEEE Transactions on Green Communications and Networking, vol. 5, no. 4, pp. 2174-2187, Dec. 2021. [IF: 3.525，计算机科学中科院2区]

J18）Wei Feng, Hao Liu, Yingbiao Yao, Diqiu Cao, and Mingxiong Zhao*, “Latency-Aware Offloading for Mobile Edge Computing Networks”, IEEE Communications Letters, vol. 25, no. 8, pp. 2673-2677, Aug. 2021. [IF: 3.436，计算机科学中科院2区]

J19）Wen-Tao Li, Mingxiong Zhao*, Yu-Hui Wu, Jun-Jie Yu, Ling-Yan Bao, Huan Yang, and Di Liu, “Collaborative Offloading for UAV-enabled Time-Sensitive MEC Networks”, EURASIP Journal on Wireless Communications and Networking, vol. 2021, no. 1, pp. 1-17, 2021. [IF: 2.455, 计算机科学中科院3区]

J20）Mingxiong Zhao, Di Liu*, Xu Jiang, Weichen Liu, Gang Xue, Cheng Xie, Yun Yang, and Zhishan Guo, “CASS: Criticality-Aware Standby-Sparing for real-time systems”, Journal of Systems Architecture, 100 (2019), 101661. [IF: 3.777, 计算机科学中科院2区, CCF推荐国际期刊B类]

J21）Mingxiong Zhao, Jongyeol Ryu*, Jemin Lee, Tony Q.S. Quek, and Suili Feng, “Exploiting Trust Degree for Multiple-antenna User Cooperation”, IEEE Transactions on Wireless Communications, vol. 16, no. 8, pp. 4908-4923, Aug. 2017. [IF 6.779, 计算机科学中科院1区，CCF推荐国际期刊B类]

J22）Mingxiong Zhao*, Xiangfeng Wang, and Suili Feng, “Joint Power Splitting and Secure Beamforming Design in the Multiple Non-regenerative Wireless-powered Relay Networks”, IEEE Communications Letters, vol.19, no.9, pp.1540–1543, September 2015. [IF: 3.419，计算机科学中科院3区]

J23）Mingxiong Zhao*, Xiangfeng Wang, Yuan Liu, and Suili Feng, “Sparse Beamforming in Multiple Multi-Antenna Amplify-and-Forward Relay Networks”, IEEE Communications Letters, vol.18, no.6, pp.1023–1026, June 2014. [IF: 3.419，计算机科学中科院3区]

2）会议论文

C1)Yiming Xiao, Mingxiong Zhao*, Jianping Yao, Jemin Lee, and Tony Q.S. Quek, “Age of Multi-Source Information Minimization for UAV-Assisted Wireless Sensor Networks”, IEEE Global Communications Conference (GLOBECOM), Cape Town, South Africa, Dec. 8-12, 2024. [CCF推荐会议 C类]

C2)Jinghong Tan, Zhian Liu, Zhichen Zhang, and Mingxiong Zhao*, “Joint Client Selection & Bandwidth Allocation in Federated Learning Based on Long-Term Data-Quality”, accepted by IEEE Global Communications Conference (GLOBECOM) Workshop, Cape Town, South Africa, Dec. 8-12, 2024.

C3)Mingxiong Zhao, Shihao Zhao, Chenyuan Feng*, Howard H. Yang, and Tony Q.S. Quek, “SFedXSL: Semi-Synchronous Federated Cross-Sharpness Learning for UAV Swarm”, IEEE 24th International Conference on Communication Technology (ICCT), Chengdu, China, Oct. 18-20, 2024.

C4)Yuyu Hao, Lingyan Bao, Hai Li, and Mingxiong Zhao*, “Temperature-Constrained Computation Time Minimization for Integrated Tasks in UAV-Assisted MEC Networks”, IEEE 24th International Conference on Communication Technology (ICCT), Chengdu, China, Oct. 18-20, 2024.

C5)Xianqi Zhang, Jinghong Tan, Jianping Yao, and Mingxiong Zhao*, “Dependency-Driven Computation Completion Time Minimization for MEC Networks”, in Proc. IEEE Wireless Communications and Networking Conference (WCNC), Dubai, United Arab Emirates, Apr.21- Apr.24, 2024. [CCF推荐会议 C类]

C6)Zhaojie Yang, Rongqian Zhang, Jianping Yao, and Mingxiong Zhao*, “Price-Based Offloading for Time-Sensitive and Thermal-Aware MEC Networks”, in Proc. IEEE Wireless Communications and Networking Conference (WCNC), Dubai, United Arab Emirates, Apr.21- Apr.24, 2024. [CCF推荐会议 C类]

C7)Lingyan Bao, Jia Luo, Yuyu Hao, Rongqian Zhang, Xianqi Zhang, Yunchun Zhang, and Mingxiong Zhao*, “Cruise Duration Minimization for UAV-and-Basestation Hybrid Assisted Thermal-Aware MEC Networks”, in Proc. IEEE Wireless Communications and Networking Conference (WCNC), Glasgow, Scotland, UK, Mar.26- Mar.29, 2023. [CCF推荐会议 C类]

C8)Chonghao Zhong, Kun Guo, and Mingxiong Zhao*, “Online Sparse Beamforming in C-RAN: A Deep Reinforcement Learning Approach”, in Proc. IEEE Wireless Communications and Networking Conference (WCNC), Nanjing, China, Mar.31-Apr.1, 2021. [CCF推荐会议 C类]

C9)Jun-Jie Yu, Han Wang, Mingxiong Zhao*, Hui-Qi Bao, Wen-Tao Li, Li Yin, and Mi Wu, “Energy Minimization for Mobile Edge Computing Networks with Time-Sensitive Constraints”, in Proc. IEEE Global Communications Conference (GLOBECOM), Taipei, China, Dec. 5-8, 2020. [CCF推荐会议 C类]

C10) Jun-Jie Yu, Mingxiong Zhao*, Wen-Tao Li, Di Liu, Shaowen Yao, and Wei Feng, “Joint Offloading and Resource Allocation for Time-Sensitive Multi-Access Edge Computing Network”, in Proc. IEEE Wireless Communications and Networking Conference (WCNC), Seoul, South Korea, May 25-28, 2020. [CCF推荐会议 C类]

C11) Mingxiong Zhao, Suili Feng, Xiangfeng Wang, Meng Zhang, Yuan Liu, and Hao Fu, “Joint Power Splitting and Secure Beamforming Design in the Wireless-powered Untrusted Relay Networks”, in Proc. IEEE Global Communications Conference (GLOBECOM), San Diego, CA, Dec. 2015, pp. 1-6. [CCF推荐会议 C类]

专利

P1) 赵明雄、包聆言、李文涛、余俊杰、罗佳、邓彪，时敏多任务边缘计算与缓存协作卸载策略方法，专利号ZL202010975197.6，已授权且已实现转化

P2) 赵明雄、肖一鸣、杨昭杰、王子睿、张榕倩、张贤琪，无人机网络中协同计算和缓存调度策略方法及系统，专利号ZL 202111080351.4，已授权

P3) 赵明雄、张贤琪、王子睿、杨昭杰、张榕倩、肖一鸣，一种面向终端体验的无人机系统服务方法及系统，专利号ZL 202111081640.6，已授权

P4) 赵明雄、罗佳、余俊杰、李文涛、包聆言、邓彪，时敏条件下移动边缘计算网络能耗最小化策略方法，专利号ZL 202010975206.1，已授权

P5) 赵明雄、王子睿、肖一鸣、杨昭杰、张榕倩、张贤琪，一种公平感知任务调度和资源分配方法，专利号ZL 202110744708.8，已授权

P6) 赵明雄、杨昭杰、王子睿、肖一鸣、张榕倩、张贤琪，一种基于移动边缘计算网络的计算速率确定方法及系统，专利号ZL 2021110870619.8，已授权

P7) 赵明雄、张榕倩、张贤琪、杨昭杰、肖一鸣、王子睿，一种保密卸载速率优化方法及系统，专利号ZL 202111080352.9，已授权

P8) 赵明雄、尹莉、包慧琪、包聆言、张榕倩、张贤琪、郝宇昱，移动边缘计算网络中一种基于温度感知的资源分配方法，专利号ZL 202210369719.7，发明专利，已授权

P9) 赵明雄、赵世豪、包聆言、郝宇昱、施鹏、任祎铮，热敏条件下 MEC 网络中集成任务计算时间的最小化优化方法，公开（公告）号CN 202211379141.X，发明专利，已受理

P10) 赵明雄、郝宇昱、包聆言、任祎铮、葛雪晴、施鹏，无人机协助的热感知MEC网络任务调度和资源分配方法，公开（公告）号CN 202211379773.6，发明专利，已受理

P11) 赵明雄、邓彪、陈昱、吴米、包聆言、罗佳、郝宇昱，移动边缘计算网络任务调度、无人机资源部署方法，公开（公告）号CN 202310080190.1，发明专利，已受理

主要教学成果

1) 课程负责人，《计算机网络》云南大学校级B级课程，2024

2) 课程负责人，《计算机网络》云南省第二批省级一流本科课程，线上线下一流课程，2023

3) 优秀本科教研室负责人，云南大学网络空间安全教研室，2022

4) 课程负责人，《计算机网络》云南大学校级本科双语教学课程，2020

主要指导学生获奖和项目立项成果

1) 2024年全国大学生信息安全与对抗技术竞赛国家级一等奖3项、二等奖2项

2) 2024年百度之星程序设计大赛云南省金奖

3) 2023年全国工业和信息化技术技能大赛工业互联网安全赛，云南省一等奖1项、国家级三等奖1项

4) 2023年全国大学生数学建模大赛云南省一等奖1项

5) 2023年全国大学生信息安全与对抗技术竞赛国家级一等奖5项

6) 2023年全国大学生信息安全竞赛创新实践能力赛，西南分赛区一等奖1项、国家级三等奖1项

7) 2022年全国大学生数学建模大赛国家级二等奖1项、省级三等奖1项

8) 《高空智能巡检一体化解决方案》获大学生创新创业国家级重点支持领域项目立项

9) 第八届“互联网+创新创业” 大赛云南省银奖3项（2022）

10) 2022年网络技术挑战赛西南赛区三等奖1项

11) 第十二届中国大学生服务外包创新创业大赛全国二等奖（2021）

12) 2021年全国大学生数学建模大赛云南省二等奖1项

13) 第七届“互联网+创新创业” 大赛云南省金奖2项和银奖3项（2021）

14) 第六届“互联网+创新创业” 大赛国家级铜奖1项，云南省金奖1项和铜奖1项（2020）

15) 第五届“互联网+创新创业”大赛国家级铜奖1项，云南省金奖1项和铜奖1项（2019）

16) 2019年全国大学生数学建模大赛省级一等奖2项、二等奖1项

17) 第一届全国高校绿色计算大赛：全国二等奖2项、三等奖1项

18) 第二届全国高校绿色计算大赛：全国一等奖1项、二等奖2项

19) 大学生创新创业国家级立项2项、省级立项3项（2020-2022）

20) 所指导研究生获得云南省政府奖学金5项

21) 所指导研究生获得云南大学研究生科研创新项目立项4项