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Ph.D. Supervisor and Master's Supervisor
Name: Yongmin Zhang
Professional Title: Professor
Administrative Position: Professor
Name (Pinyin): zhangyongmin
Sex: Male
School/Department: School of Computer Science and Engineering
Education Level: PhD Graduate
Date of Employment: 2019-06-15
Degree: Doctoral degree
Alma Mater: Zhejiang University
Status: Employed
Discipline: Computer Science and Technology
Enrollment Disciplines: Computer Science and Technology
Yongmin Zhang received the PhD degree in control science and engineering in 2015, from Zhejiang University, Hangzhou, China. He was a visiting student at California Institute of Technology, CA, USA, and a postdoctoral research fellow in the Department of Electrical and Computer Engineering at the University of Victoria, BC, Canada. He won the best paper award of IEEE PIMRC 2012, the IEEE Asia-Pacific (AP) outstanding paper award 2018, the first prize of Natural Science Award of the Ministry of Education of China, and the Hundred-Talent Program in Hunan Province. He is currently a Professor in the School of Computer Science and Engineering at the Central South University, Changsha, China. His research interests include IoTs, Smart Grid, and Mobile Computing.
If you are interesting with my research, please contact me via zhangyongmin @csu.edu.cn or ymzhang.zju@gmail.com.
›湖南省科技计划:大模型算力算据共享服务关键技术研发与应用示范（2025JK2004），湖南省重点研发项目，课题负责人,开始日期:2025-07-01,结项时间:2027-06-30.
›湖南省烟草公司常德市公司:基于多模态特征的卷烟包裹智能识别算法研究与应用，技术合作开发项目，项目负责人,开始日期:2025-06-20,结项时间:2026-09-30.
›国家自然科学基金项目:面向低空经济的端边云协同计算关键技术研究（62572490），面上项目，项目负责人,开始日期:2026-01-01,结项时间:2029-12-31.
›中南大学:面向工业互联网的感-传-算资源部署与调度优化研究(62172445),Yongmin Zhang,开始日期:2022-01-01,立项时间:2022-01-01,结项时间:2025-12-31.
›湖南中电金骏科技集团有限公司:面向无人机的智能识别与分析软件平台开发,Yongmin Zhang,开始日期:2023-11-23,立项时间:2023-12-14,结项时间:2025-12-31.
›思博伦通信科技（北京）有限公司:面向云服务的测试技术开发服务，技术开发项目，项目负责人,开始日期:2024-10-17,结项时间:2025-10-17.
›国家自然科学基金委:面向复杂业务场景的云边端融合理论与技术(62341201),Yongmin Zhang,开始日期:2023-07-01,立项时间:2023-09-25,结项时间:2024-12-31.
›面向重症循环功能衰竭的人工智能辅助诊治技术研究，中南大学前沿交叉项目，2023.01--，联合项目负责人
›全天候多工况智能感知与信息处理关键技术及应用研究，湖南省自然科学基金重大项目（揭榜制），2022.01--2024.12，项目骨干
›智能计算软件跨设备按需加载运 行关键技术及标准研究，科技部重点研发计划课题，2022.10--2025.9，项目骨干
›Research on energy management and path planning for rechargeable mobile sensor networks, National Natural Science Foundation of China Youth Foud, 2018.1-2020.12, Project principal
›Multi-level collaborative intelligent sensing and data fusion in high-speed mobile environment, Major program of NSFC, 2018.1-2022.12, Project participant
›Active defense technology with enhanced credibility, Key R&D plan of the Ministry of science and technology, 2016.7-2019.6, Project participant
›Zhaohui Li, Yongmin Zhang, Shihao Yang, Jianxi Chen. Room-scale 2D Passive Acoustic Tracking and Gait Recognition using a Smart Speaker.IEEE INFOCOM 2026, 2026: to appear.
›Yafei Qi, Chen Wang, Zhaoning Zhang, Yaping Liu, Yongmin Zhang. Balance Divergence for Knowledge Distillation.Engineering Applications of Artificial Intelligence, 167 (3) : 113943.
›Yafei Qi, Menghao Yang, Yongmin Zhang, Bing Xiong, Yaping Liu, Zhaoning Zhang. SelfDN: Adaptive Self-Denoising for multi-view 3D object detection.Knowledge-Based Systems, 2025, 324: 113816.
›Yongmin Zhang, Weil Wang, Rui Huang, Zhou Junfan, Yang Xu, Ju Ren, Yaoxue Zhang. Collaborative Edge and Cloud Computing: Optimal Configuration and Computation Management.IEEE Transactions on Mobile Computing, 2025, 24 (11) : 11641-11656..
›Zhaohui Li, Yongmin Zhang, Lin Cai, Yaoxue Zhang. HearLoc: Locating Unknown Sound Sources in 3D with a Small-Sized Microphone Array.IEEE Transactions on Mobile Computing, 2025, 24 (4) : 3163 - 3177.
›Feng Lyu, Jie Zhang, Huali Lu, Huaqing Wu, Fan Wu, Yongmin Zhang, Yaoxue Zhang. SynthCAT: Synthesizing Cellular Association Traces with Fusion of Model-Based and Data-Driven Approaches.ACM IMWUT, 2024, 8 (4) : Article No.: 161.
›Zhaohui Li, Wei Luo, Yongmin Zhang, Jianxi Chen, Yuanchao Shu, Yaoxue Zhang. Asliquid: Non-intrusive liquid counterfeit identification with your earphones.ACM Sensys 2024: 41-53.
›Jiani Liu, Ju Ren, Yongmin Zhang, Sheng Yue, Yaoxue Zhang. SESAME: A Resource Expansion and Sharing Scheme for Multiple Edge Services Providers. 32.IEEE/ACM Transactions on Networking, 2024, 32 (4) : 3189 - 3204.
›Nan Qiao, Sheng Yue, Yongmin Zhang, Ju Ren.PoPeC: PAoI-Centric Task Offloading with Priority over Unreliable Channels.IEEE/ACM Transactions on Networking, 2024, 32 (3) : 2376 - 2390.
›Wei Wang, Yongmin Zhang, Rui Huang, Ju Ren, Feng Lyu, Yaoxue Zhang. Efficient Resource Management and Expansion Scheme for Collaborative Edge-Cloud Computing[J].IEEE Transactions on Mobile Computing, 2024, 23 (4) : 2731 - 2747.
›Yongmin Zhang, Wei Wang, Ju Ren, Jinge Huang, Shibo He, Yaoxue Zhang. Efficient Revenue-based MEC Server Deployment and Management in Mobile Edge-Cloud Computing[J].IEEE/ACM Transactions on Networking, 2023, 31 (4) : 1449 - 1462.
›Ju Ren, Jiani Liu, Yongmin Zhang, Zhaohui Li, Feng Lyu, Zhibo Wang, Yaoxue Zhang. An Efficient Two-Layer Task Offloading Scheme for MEC System with Multiple Services Providers[C].IEEE INFOCOM 2022, 2022: 1519-1528.
›Jiagang Liu, Yongmin Zhang, Ju Ren, Yaoxue Zhang. Auction-based Dependent Task Offloading for IoT Users in Edge Clouds[J].IEEE Internet of Things Journal, 2022, 10 (6) : 4907-4921.
›Yongmin Zhang, Cenchen Ji, Nan Qiao, Ju Ren, Yaoxue Zhang, Yuanyuan Yang. Distributed Pricing and Bandwidth Allocation in Crowdsourced Wireless Community Networks[J].IEEE Transactions on Mobile Computing, 2023, 22 (9) : 5170-5183.
›Fan Wu, Ju Ren, Feng Lyu, Peng Yang, Yongmin Zhang, Deyu Zhang, Yaoxue Zhang. Boosting Internet Card Cellular Business via User Portraits: A Case of Churn Prediction[C].IEEE INFOCOM 2022, 2022: 640-649.
›Sheng Yue, Ju Ren, Nan Qiao, Yongmin Zhang, Hongbo Jiang, Yaoxue Zhang, Yuanyuan Yang. TODG: Distributed task offloading with delay guarantees for edge computing[J].IEEE Transactions on Parallel and Distributed Systems, 2021, 33 (7) : 1650-1665.
›Jiagang Liu, Ju Ren, Yongmin Zhang, Xuhong Peng, Yaoxue Zhang, Yuanyuan Yang. Efficient dependent task offloading for multiple applications in MEC-cloud system[J].IEEE Transactions on Mobile Computing, 2021, 22 (4) : 2147-2162.
›Yongheng Deng, Feng Lyu, Ju Ren, Peng Yang, Yongmin Zhang, Yuezhi Zhou, Yaoxue Zhang. SHARE: Shaping Non-IID Data Distribution at Edge for CommunicationEfficient Hierarchical Federated Learning[C].IEEE ICDCS, 2021
›Feng Lyu, Fan Wu, Yongmin Zhang, Jiang Xin, Xueling Zhu. Virtualized and micro services provisioning in space-air-ground integrated networks..IEEE Wireless Communications, 2020, 27 (6) : 68-74.
›Xiaolong Lan, Yongmin Zhang, Lin Cai, Qingchun Chen. Adaptive Transmission Design for Rechargeable Wireless Sensor Network with a Mobile Sink[J].IEEE Internet of Things Journal, 2020, 7 (9) : 9011-9025.
›Yongmin Zhang, Xiaolong Lan, Ju Ren, Lin Cai. Efficient Computing Resource Sharing for Mobile Edge-Cloud Computing Networks[J].IEEE/ACM Transactions on Networking, 2020, 28 (3) : 1227-1240.
›Ruyin Shen, Deyu Zhang, Yongmin Zhang, Tingting Yang, Yaoxue Zhang. A Block Prefetching Framework for Energy Harvesting IoT Devices[J].IEEE Internet of Things Journal, 2020, 7 (4) : 3427 - 3440.
›Xiaolong Lan, Yongmin Zhang, Qingchun Chen, Lin Cai. Energy Efficient Bufferaided Transmission Scheme in Wireless Powered Cooperative NOMA Relay Network[J].IEEE Transactions on Communications, 2020, 68 (3) : 1432 - 1447.
›Yongmin Zhang, Jiayi Chen, Lin Cai, Jianping Pan.Expanding EV Charging Networks Considering Transportation Pattern and Power Supply Limit[J].IEEE Transactions on Smart Grid, 2019, 6 (2) : 3455-3466.
›Yongmin Zhang, Pengcheng You, Lin Cai. Optimal Charging Scheduling by Pricing for EV Charging Station with Dual Charging Modes[J].IEEE Trans. Intelligent Transportation Systems, 2019, 20 (9) : 3386 - 3396.
›Yue Li, Yongmin Zhang, Lin Cai. Optimal location of supplementary node in UAV surveillance system[J].Journal of Network and Computer Applications, 2019, 140: 23-39.
›Yongmin Zhang, Xiaolong Lan, Yue Li, Lin Cai, Jianping Pan. Efficient Computation Resource Management in Mobile Edge-Cloud Computing[J].IEEE Internet of Things Journal, 2019, 6 (2) : 3455 - 3466.
›Yongmin Zhang, Zhe Wei, Heng Li, Lin Cai, Jianping Pan. Optimal Charging Scheduling for Catenary-Free Trams in Public Transportation Systems[J].IEEE Transactions on Smart Grid, 2019, 10 (1) : 227 - 237.
›Yongmin Zhang, Lin Cai. Dynamic Charging Scheduling for EV Parking Lots with Renewable Energy Source[J].IEEE ACCESS, 2018, 6: 56995 - 57005.
›Zhe Wei, Yue Li, Yongmin Zhang, Lin Cai. Intelligent Parking Garage EV Charging Scheduling Considering Battery Charging Characteristic.IEEE Transactions on Industrial Electronics, 2018, 3 (65) : 2806 - 2816.
›Yongmin Zhang, Jiayi Chen, Lin Cai, Jianping Pan. EV Charging Network Design with Transportation and Power Grid Constraints[C].IEEE INFOCOM, 2018
›Guangsheng Feng, Fumin Xia, Yongmin Zhang, Dongdong Su, Haibin Lv, Huiqiang Wang, Hongwu Lv. Optimal Cooperative Wireless Communication for Mobile User Data Offloading[J].IEEE ACCESS, 2018, 6: 16224 - 16234.
›Guangsheng Feng, Yongmin Zhang*, Junyu Lin, Huiqiang Wang, Lin Cai. Joint optimization of downlink and D2D transmissions for SVC streaming in cooperative cellular networks[J].Neurocomputing, 2017, 270: 178-187.
›Yongmin Zhang, Shibo He, Jiming Chen. Near Optimal Data Gathering in Rechargeable Sensor Networks with a Mobile Sink[J].IEEE Transactions on Mobile Computing, 2017, 16 (6) : 1718 - 1729.
›Pengcheng You, Zaiyue Yang, Yongmin Zhang, Steven Low, Youxian Sun. Optimal Charging Schedule for a Battery Switching Station Serving Electric Buses[J].IEEE Transactions on Power Systems, 2016, 31 (5) : 3473 - 3483.
›Yongmin Zhang, Shibo He, Jiming Chen. Data Gathering Optimization by Dynamic Sensing and Routing in Rechargeable Sensor Networks[J].IEEE/ACM Transactions on Networking, 2016, 24 (3) : 1632 - 1646.
›Ruilong Deng, Yongmin Zhang, Shibo He, Jiming Chen and Xuemin (Sherman) Shen. Maximizing Network Utility of Rechargeable Sensor Networks With Spatiotemporally Coupled Constraints[J].IEEE Journal on Selected Areas in Communications, 2016, 34 (5) : 1307 - 1319.
›Yongmin Zhang, Shibo He, Jiming Chen, Youxian Sun and Xuemin (Sherman) Shen. Distributed Sampling Rate Control for Rechargeable Sensor Nodes with Limited Battery Capacity[J].IEEE Transactions on Wireless Communications, 2013, 12 (6) : 3096 - 3106.
›一种基于多通信模块的传感器节点数据传输方法，国家发明专利，第一发明人
›一种移动边缘云计算网络中的MEC服务器部署方法，国家发明专利，第一发明人
›一种基于移动雾计算的任务卸载方法，国家发明专利，第一发明人
›一种基于内存与图像分类模型时延关系的任务调度方法，国家发明专利，第一发明人
›基于CPU资源与图像模型时延关系的资源分配方法，国家发明专利，第一发明人
›一种容器镜像体积缩小方法、存储器及装置，国家发明专利，第一发明人，已公开
›一种交通拥堵预测方法、系统、设备及存储介质，国家发明专利，第二发明人
›一种数据驱动的互联网卡用户价值分类方法、设备及介质，国家发明专利，第二发明人
›网络指纹识别模型训练方法、识别方法、设备及存储介质，国家发明专利，第二发明人
›一种基于稀疏蜂窝信令数据的共乘匹配方法、系统及设备，国家发明专利，第二发明人
›一种基于不确定需求下的边云资源协作方法，国家发明专利，第三发明人
›一种无线网络的接入方法及装置，国家发明专利，第三发明人
›用于超5G车联网中的动态频谱切片框架的优化方法及系统，国家发明专利，第四发明人
›国家高层次青年人才
›Hundred-Talent Program in Hunan Province
›the first prize of Natural Science Award of the Ministry of Education of China
›资源受限移动物联网数据传输理论与方法，湖北省自然科学三等奖，2023
›Best Paper Award, IEEE Communications Society Asia/Pacific Region, 2018,Yongmin Zhang
›Leadership Award of Communication，CNLab at University of Victoria， 2017,Yongmin Zhang
›Best Paper Award，IEEE PIMRC 2012,Yongmin Zhang
›Provincial Top Talent,2020
›中国电子学会自然科学一等奖,2024-03-30
›国家高层次青年人才,2023-08-31
›the Hundred-Talent Program in Hunan Province,2020-03-13
›the first prize of Natural Science Award of the Ministry of Education of China,2019-12-10
›IEEE Asia-Pacific (AP) outstanding paper award,2018-12-12
›湖北省自然科学三等奖,2023-02-28
›the best paper award of IEEE PIMRC 2012,2012-09-09
University of Victoria › EE › Postdoc
Central South University › Computer Science › Professor
中南大学
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