✨ I’m currently a CS PhD student at UW-Madison. Before that, I got my bachelor from Shanghai Jiao Tong University, majoring in Computer Science and Technology (IEEE Honor Class).
♍️ My research focus generally lies in LLM Efficiency. Currently, I’m interested in inference acceleration of LLMs.
📚 Prior to UW-Madison, I conducted research on long-context LLMs under the guidance of Prof. Pengfei Liu. Before that, I worked closely with Prof. Junxian He on tool learning and LLM Benchmarks.
🎓 Educations
- 2024.09 - (now), PhD in CS, University of Wisconsin-Madison.
- 2023.02 - 2023.07, Exchange Student in CS, EPFL.
- 2020.09 - 2024.06, Bachelor in CS (IEEE Honor Class), Shanghai Jiao Tong University.
📖 Selected Publications
Dissecting Human and LLM Preferences
J. Li, F. Zhou, S. Sun, Y. Zhang, H. Zhao, P. Liu
PDF | Github | ACL, 2024
Pygmtools: A Python Graph Matching Toolkit
R. Wang, Z. Guo, W. Pan, J. Ma, Y. Zhang, N. Yang, Q. Liu, L. Wei, H. Zhang, C. Liu, Z. Jiang, X. Yang, J. Yan
PDF | Github | Journal of Machine Learning Research, 2024
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models
Y. Huang*, Y. Bai*, Z. Zhu, J. Zhang, J. Zhang, T. Su, J. Liu, C. Lv, Y. Zhang, J. Lei, Y. Fu, M. Sun, J. He
PDF | Github | NeurIPS (Datasets and Benchmarks track), 2023
🧑🌾 Work Experience
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Amazon Web Services (AWS) Shanghai AI Lab, 2024.3-2024.8
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Shanghai AI Lab, 2023.7-2023.10
🏆 Awards
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Shanghai Outstanding Graduate Award (上海市优秀毕业生), 2024
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Ubiquant Scholarship (九坤极致未来奖学金), awarded to 10 students across SJTU, 2023
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Longfor Foundation Scholarship (龙湖基金奖学金), 2021
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SJTU Outstanding Student Scholarship, 2020-2023