Changhao Li
📚 Bio
I am a second-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 !
- [09/2025] Two papers accepted by NeurIPS 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)
- Changhao Li*, Yuchen Zhuang*, Rushi Qiang, Haotian Sun, Hanjun Dai, Chao Zhang, Bo Dai. Matryoshka: Learning to Drive Black-Box LLMs with LLMs. NeurIPS 2025 (Paper) (Code)
- Rushi Qiang*, Yuchen Zhuang*, Yinghao Li, Dingu Sagar V K, Rongzhi Zhang, Changhao Li, Ian Shu-Hei Wong, Sherry Yang, Percy Liang, Chao Zhang, Bo Dai. MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering NeurIPS 2025 (Paper) (Code)
💼 Industrial Experience
- Amazon (May 2025 - Aug 2025)
Applied Scientist Intern, AWS AI Lab
Mentor: Elad Ben Avraham, Noah Flynn, Ron Litman, Roy Ganz Manager: Elman Mansimov
🎓 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 Computational Science and Engineering, Georgia Institute of Technology, 2024 - present.
- B.Eng. in Computer Science and Technology, Tsinghua University, 2020 - 2024.