Leming Shen

Leming Shen

PhD student at The Hong Kong Polytechnic University

Biography

Leming Shen（沈乐明）is currently a third-year Ph. D. student of Department of Computing, The Hong Kong Polytechnic University (PolyU), under supervision of Prof. Yuanqing Zheng. He received B.S. degree in Software Engineering from College of Computer Science and Technology, Zhejiang University (ZJU), under supervision of Prof. Jinsong Han. His research interests mainly lie in Large Language Models, Edge/Mobile Computing, AIoT Applications, and Wireless Sensing.

Please find more information about me in my CV.

Research Interests

  • Large Language Models
  • Mobile/Edge Computing
  • AIoT Applications
  • Wireless Sensing

Education

  • Purchasing PhD degree in The Hong Kong Polytechnic University (2022 - 2026 expected)
  • B.S. degree from Zhejiang University (2022)


Publications

Conference

  • [SenSys'25] GPIoT: Tailoring Small Language Models for IoT Program Synthesis and Development
    Leming Shen, Qiang Yang, Xinyu Huang, Zijing Ma, Yuanqing Zheng
    [PDF] [Code] [Web] [Slides]   (Acceptance ratio: 46/245=18.8%)

  • [MobiCom'25] AutoIOT: LLM-Driven Automated Natural Language Programming for AIoT Applications
    Leming Shen, Qiang Yang, Yuanqing Zheng, Mo Li
    [PDF] [Code] [Web] [Slides] [Demo Video]   (Acceptance ratio: 41/240=17.1%)

  • [MobiSys'24] FedConv: A Learning-on-Model Paradigm for Heterogeneous Federated Clients
    Leming Shen, Qiang Yang, Kaiyan Cui, Yuanqing Zheng, Xiao-Yong Wei, Jianwei Liu, Jinsong Han
    [PDF] [Code] [Web] [Slides]   (Acceptance ratio: 43/263=16.3%)

  • [INFOCOM'24] Talk2Radar: Talking to mmWave Radars via Smartphone Speaker
    Kaiyan Cui, Leming Shen, Yuanqing Zheng, Fu Xiao, Jinsong Han
    [PDF]

  • [SenSys'22] KITE: Exploring the Practical Threat from Acoustic Transduction Attacks on Inertial Sensors
    Ming Gao, Lingfeng Zhang, Leming Shen, Xiang Zou, Jinsong Han, Feng Lin, Kui Ren
    [PDF]

  • [ICDCS'21] MandiPass: Secure and Usable User Authentication via Earphone IMU
    Jianwei Liu, Wenfan Song, Leming Shen, Jinsong Han, Xian Xu, Kui Ren
    [PDF] [Video]

Journal

  • [TMC] Towards ISAC-Empowered mmWave Radars by Capturing Modulated Vibrations
    Kaiyan Cui, Qiang Yang, Leming Shen, Yuanqing Zheng, Fu Xiao, Jinsong Han
    [PDF]

  • [TMC] Exploring Practical Acoustic Transduction Attacks on Inertial Sensors in MDOF Systems
    Ming Gao, Lingfeng Zhang, Leming Shen, Xiang Zou, Jinsong Han, Feng Lin, Kui Ren
    [PDF]

  • [TMC] Secure User Verification and Continuous Authentication via Earphone IMU
    Jianwei Liu, Wenfan Song, Leming Shen, Jinsong Han, Kui Ren
    [PDF]

Others

  • [MobiCom'24] Poster: IoTCoder: A Copilot for IoT Application Development
    Leming Shen, Yuanqing Zheng
    [PDF]

  • [ICDCS'23] PhD Symposium: FedDM: Data and Model Heterogeneity-Aware Federated Learning via Dynamic Weight Sharing
    Leming Shen, Yuanqing Zheng
    [PDF]

  • [SenSys'22] Poster: Integrated Sensing and Communication between Daily Devices and mmWave Radars
    Kaiyan Cui, Qiang Yang, Leming Shen, Yuanqing Zheng, Jinsong Han
    [PDF] [Video]

Professional Services

  • Program committee of ACM MobiCom 2025 Artifact Evaluation.
  • Program committee of ACM MobiSys 2025 Artifact Evaluation.
  • Program committee of ACM SenSys 2024 Artifact Evaluation.
  • Program committee of ACM MobiSys 2024 Artifact Evaluation.
  • Invited reviewer of IEEE Transactions on Mobile Computing (TMC) 2024.
  • Invited reviewer of ACM Transactions on Senosr Networks (ToSN) 2024.
  • Invited reviewer of IEEE Transactions on Wireless Communications (TWC) 2023, 2024.
  • Invited reviewer of ACM IMWUT/UbiComp 2023. 2024.

Honors & Awards

  • ACM SenSys Distinguished Artifact Evaluation Reviewer Award, 2024.
  • ACM MobiSys Distinguished Artifact Evaluation Reviewer Award, 2024.
  • ACM MobiSys Student Travel Grant, 2024.
  • Outstanding Graduates of Zhejiang University, awarded on Undergraduate period, 2022.
  • Microsoft Student Partners, presented by Microsoft, 2019, 2020, and 2021.
  • Microsoft Learn Student Ambassadors, presented by Microsoft, 2022.

Teaching

  • Teaching Assistant, COMP5311 Internet Infrastructure And Protocols, 2022 Fall, 2023 Fall.
  • Teaching Assistant, COMP1011 Programming Fundamentals, 2023 Spring, 2024 Spring, 2025 Spring.
  • Teaching Assistant, COMP5434 Big Data Computing, 2024 Fall.

Contact

visited: