Shugang Hao
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Research Grant

  • Principal Investigator, “Distributed Autonomous Wi-Fi Algorithms for Channel Access and Sharing,” SUTD Wireless Innovation Centre, SGD 0.79 million, March 2026 – Present.

    • Publications

    Journal Papers

    1. [TMC'26] Transformer-Based In-Context Learning for Distributed Channel Access Optimization
      Shugang Hao*, Hongbo Li* (co-first authors) and Lingjie Duan
      IEEE Transactions on Mobile Computing, to appear, July 2026, doi: 10.1109/TMC.2026.3713842. PDF

    2. [TMC'26] Truthful Online Preference Aggregation for LLM Fine-Tuning in Mobile Crowdsourcing
      Shugang Hao and Lingjie Duan
      IEEE Transactions on Mobile Computing, to appear, May 2026. PDF

    3. [TMC'24] To Save Mobile Crowdsourcing from Cheap-talk: A Game Theoretic Learning Approach
      Shugang Hao and Lingjie Duan
      IEEE Transactions on Mobile Computing, vol. 23, no. 8, pp. 8418-8430, August 2024. PDF

    4. [TMC'23] To Help or Disturb: Introduction of Crowdsourced WiFi to 5G Networks
      Shugang Hao and Lingjie Duan
      IEEE Transactions on Mobile Computing, vol. 22, no. 9, pp. 5583-5596, September 2023. PDF

    5. [JSAC'20] Regulating Competition in Age of Information under Network Externalities
      Shugang Hao and Lingjie Duan
      IEEE Journal on Selected Areas in Communications, vol. 38, no. 4, pp. 697-710, April 2020. PDF

    Conference Papers

    1. [MobiHoc'25] To Theoretically Understand Transformer-Based In-Context Learning for Optimizing CSMA
      Shugang Hao*, Hongbo Li* (co-first authors) and Lingjie Duan
      ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, Houston, Texas, USA, October 27-30, 2025. PDF

    2. [ICASSP'25 (oral)] Online Learning from Strategic Human Feedback in LLM Fine-Tuning
      Shugang Hao and Lingjie Duan
      IEEE International Conference on Acoustics, Speech, and Signal Processing, Hyderabad, India, April 6-11, 2025. PDF

    3. [ICASSP'25] Algorithm Design for Continual Learning in IoT Networks
      Shugang Hao and Lingjie Duan
      IEEE International Conference on Acoustics, Speech, and Signal Processing, Hyderabad, India, April 6-11, 2025. PDF

    4. [WiOpt'23] To Save Crowdsourcing from Cheap-Talk: Strategic Learning from Biased Users
      Shugang Hao and Lingjie Duan
      International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks, Singapore, August 24-27, 2023. PDF

    5. [MobiHoc'19] Economics of Age of Information Management under Network Externalities
      Shugang Hao and Lingjie Duan
      ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, Catania, Italy, July 2-5, 2019. PDF