Changhao Li

📚 Bio

I am a first-year Ph.D. student at Georgia Institute of Technology, co-advised by Bo Dai and Chao Zhang. Previously, I was an undergraduate student studying at Tsinghua University, majoring in Computer Scienece. I was a member of the TSAIL group, where I was advised by Jianfei Chen and Jun Zhu.

My research interest includes RL, LLM, Modular Learning and AI Agents. I also have experience in efficient machine learning including network quantization and CUDA programming.

🔥 News

• [06/2025] One paper accepted by ICCV 2025 !

📝 Publications and Preprints

• Haocheng Xi, Changhao Li, Jianfei Chen and Jun Zhu. Training Transformers with 4-bit Integers. NeurIPS 2023 (Paper)
• Changhao Li*, Xinrui Chen*, Ji Wang*, Kang Zhao, Jianfei Chen. Task-Specific Zero-shot Quantization-Aware Training for Object Detection. ICCV 2025
    ⏳ Paper & Code will be released soon
• Changhao Li*, Yuchen Zhuang*, Rushi Qiang, Haotian Sun, Hanjun Dai, Chao Zhang, Bo Dai. Matryoshka: Learning to Drive Black-Box LLMs with LLMs. Preprints (Paper) (Code)

💼 Industrial Experience

• Amazon (May 2025 - Aug 2025)
  Applied Scientist Intern, AWS AI Lab
  Mentor: Noah Flynn, Elad Ben Avraham, Manager: Elman Manismov

🎓 Academic Services

• Reviewer for conferences: ICML (2025), NeurIPS (2025), ARR (2024-2025)

🏆 Awards & Honors

• Outstanding Graduate Awards, Tsinghua University, 2024
• Comprehensive Excellence Scholarship, Tsinghua University, 2023
• Academic & Social Service Excellence Scholarship, Tsinghua University, 2022

📖 Educations

• Ph.D. in Computer Science and Engineering, Georgia Institute of Technology, 2024 - present.
• B.Eng. in Computer Science and Technology, Tsinghua University, 2020 - 2024.