[Biography] [Selected Honors] [Publications] [Professional Activities]

Biography

You Shi has been with the College of Electrical Engineering and Control Science, Nanjing Tech University (NJTech), China, as a Lecturer, since December 2024. He obtained Ph.D. degree from the College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics (NUAA), China, in 2024, under the supervision of Prof. Bing Chen and Prof. Changyan Yi.

His research interests include human-centric digital twin, stochastic optimization, online optimization and learning for service and resource management in mobile edge computing, Industrial IoT and UAV systems.

Experience

•  Lecturer: December 2024 to Present,
    College of Electrical Engineering and Control Science, Nanjing Tech University (NJTech), China.

Selected Honors

Selected Publications

•  Book and Chapter

[BC1] You Shi, Yuye Yang, Changyan Yi, Bing Chen and Jun Cai, ''Edge-Cloud Collaboration for Industrial IoT: An Online Optimization Approach'', Edge Computing - Technology, Management and Integration, IntechOpen press, 2023. (ISBN: 978-1-83768-862-3)

•  Journal/Magazine (* denotes the corresponding author)

[J12] You Shi, Jian Wang, Changyan Yi, Ran Wang and Bing Chen, ''Proactive Application Deployment for MEC: An Adaptive Optimization Based on Imperfect Multi-Dimensional Prediction'', IEEE Transactions on Vehicular Technology, accepted.

[J11] Jialiuyuan Li, You Shi*, Chen Dai, Changyan Yi, Yuxiao Yang, Xiangping Zhai and Kun Zhu, ''A Learning-Based Stochastic Game for Energy Efficient Optimization of UAV Trajectory and Task Offloading in Space/Aerial Edge Computing'', IEEE Transactions on Vehicular Technology, vol. 74, no. 6, pp. 9717-9733, Jun. 2025.

[J10] Jialiuyuan Li, Changyan Yi, Jiayuan Chen, You Shi, Tong Zhang, Xiaolong Li, Ran Wang and Kun Zhu, ''A Reinforcement Learning Based Stochastic Game for Energy-Efficient UAV Swarm Assisted MEC with Dynamic Clustering and Scheduling'', IEEE Transactions on Green Communications and Networking, vol. 9, no. 1, pp. 255-270, Mar. 2025.

[J9] Yuye Yang, You Shi, Changyan Yi, Jun Cai, Jiawen Kang, Dusit Niyato and Xuemin (Sherman) Shen, ''Dynamic Human Digital Twin Deployment at the Edge for Task Execution: A Two-Timescale Accuracy-Aware Online Optimization'', IEEE Transactions on Mobile Computing,vol. 23, no. 12, pp. 12262-12279, Dec. 2024.

[J8] Jiayuan Chen, You Shi, Changyan Yi, Hongyang Du, Jiawen Kang and Dusit Niyato, ''Generative AI-Driven Human Digital Twin in IoT-Healthcare: A Comprehensive Survey'', IEEE Internet of Things Journal, vol. 11, no. 21, pp. 34749-34773, Nov. 2024.

[J7] You Shi, Yuye Yang, Changyan Yi, Bing Chen and Jun Cai, ''Towards Online Reliability-Enhanced Microservice Deployment with Layer Sharing in Edge Computing'', IEEE Internet of Things Journal, vol. 11, no. 13, pp. 23370-23383, Jul. 2024.

[J6] You Shi, Changyan Yi, Ran Wang, Qiang Wu, Bing Chen and Jun Cai, ''Service Migration or Task Rerouting: A Two-Timescale Online Resource Optimization for MEC'', IEEE Transactions on Wireless Communications, vol. 23, no. 2, pp. 1503-1519, Feb. 2024.

[J5] Chen Ying, Zhen Zhao, Changyan Yi, You Shi and Jun Cai, ''An AoTI-Driven Joint Sampling Frequency and Access Selection Optimization for Industrial Wireless Sensor Networks'', IEEE Transactions on Vehicular Technology, vol. 72, no. 9, pp. 12311-12325, Sep. 2023.

[J4] Yong Yuan, You Shi*, Shanliang Xue, Changyan Yi and Bing Chen, ''A dynamic obstacle avoidance method for AGV based on improved speed barriers'', Electronics, vol. 11, no. 24, pp. 4175, 2022.

[J3] Yong Yuan, Changyan Yi, Bing Chen, You Shi and Jun Cai, ''A Computation Offloading Game for Jointly Managing Local Pre-Processing Time-Length and Priority Selection in Edge Computing'', IEEE Transactions on Vehicular Technology, vol. 71, no. 9, pp. 9868 - 9883, Sep. 2022.

[J2] You Shi, Changyan Yi, Bing Chen, Chenze Yang, Kun Zhu and Jun Cai, ''Joint Online Optimization of Data Sampling Rate and Preprocessing Mode for Edge-Cloud Collaboration Enabled Industrial IoT'', IEEE Internet of Things Journal, vol. 9, no. 17, pp. 16402-16417, Sep. 2022.

[J1] Lin Lin, You Shi*, Jinfu Chen, et al, ''A novel fuzzy PID congestion control model based on cuckoo search in WSNs'', Sensors, vol. 20, no. 7, pp. 1862, 2020.

[CJ2] 倪苏婕, 陈兵, 石优, "一种联合V2I和V2V的任务卸载优化方案", 计算机工程, 2024, 50(12):174-183.

[CJ1] 石优, 林琳, 吴岩, "基于布谷鸟搜索的模糊 PID 拥塞控制方法", 计算机工程, 2020, 46(11): 238-245.

•  Conference

[C6] Jialiuyuan Li, You Shi, Jiayuan Chen and Changyan Yi, ''A Two-Timescale DRL-Based Stochastic Game for Energy-Efficient Hierarchical Aerial Computing,'' IEEE Vehicular Technology Conference (VTC 2025-Fall), Chengdu, China, Oct. 19-22, 2025.

[C5] Yuye Yang, You Shi, Ruoyang Chen, Changyan Yi and Jiawen Kang, ''Online Optimization of Edge Empowered Human Digital Twin Deployment and Task Offloading,'' IEEE/CIC International Conference on Communications in China (ICCC), Hangzhou, China, Aug. 7-9, 2024.

[C4] You Shi, Yuye Yang, Changyan Yi and Junyi Wang, ''Layer-Aware Microservice Deployment for Edge Computing with Service Reliability Provisioning,'' International Conference on Wireless Artificial Intelligent Computing Systems and Applications (WASA), Qingdao, China, Jun. 21-23, 2024.

[C3] You Shi, Changyan Yi, Bing Chen, Chenze Yang and Jun Cai, ''A Two-timescale Online Optimization for Balancing Service Migration and Task Rerouting in MEC,'' IEEE Global Communication Conference (GLOBECOM), Kuala Lumpur, Malaysia, Dec. 4-8, 2023.

[C2] Chen Ying, Zhen Zhao, Changyan Yi, You Shi and Ran Wang, ''AoTI Minimization for Multi-Type Data Sampling in Industrial Wireless Sensor Networks,'' IEEE International Conference on Embedded and Ubiquitous Computing (EUC), Wuhan, China, Oct. 28-30, 2022.

[C1] You Shi, Changyan Yi, Bing Chen, Chenze Yang, Xiangping Zhai and Jun Cai, ''Closed-Loop Control of Edge-Cloud Collaboration Enabled IIoT: An Online Optimization Approach,'' IEEE International Conference on Communications (ICC), Seoul, Korea, May 16-20, 2022.

Professional Activities

• Reviewer