Currently, I focus on Natural Language Processing, particularly in LLM Agent, model alignment (RLHF) and math reasoning.

📝 Publications

  • He, Wei, Shichun Liu, Jun Zhao, Yiwen Ding, Yi Lu, Zhiheng Xi, Tao Gui, Qi Zhang and Xuanjing Huang. “Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models.” (2024).
  • Xi, Zhiheng, Wenxiang Chen, Boyang Hong, Senjie Jin, Rui Zheng, Wei He, Yiwen Ding, Shichun Liu, Xin Guo, Junzhe Wang, Honglin Guo, Wei Shen, Xiaoran Fan, Yuhao Zhou, Shihan Dou, Xiao Wang, Xinbo Zhang, Peng Sun, Tao Gui, Qi Zhang and Xuanjing Huang. “Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning.” ArXiv abs/2402.05808 (2024).
  • Ye, Junjie, Xuanting Chen, Nuo Xu, Can Zu, Zekai Shao, Shichun Liu, Yuhan Cui, et al. “A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models.” arXiv, December 23, 2023. https://doi.org/10.48550/arXiv.2303.10420.
  • Zhang, Yue, Ming Zhang, Haipeng Yuan, Shichun Liu, Yongyao Shi, Tao Gui, Qi Zhang, and Xuanjing Huang. “LLMEval: A Preliminary Study on How to Evaluate Large Language Models.” arXiv, December 17, 2023. https://doi.org/10.48550/arXiv.2312.07398.

🎖 Honors and Awards

  • 2022.09, the First prize (Top 0.6% of 49242 teams) of Contemporary Undergraduate Mathematical Contest in Modeling (CUMCM).
  • 2021.12, the Second Prize of the Scholarship for Outstanding Students at Fudan University in the 2020-2021 academic year.
  • 2021.12, the Second Prize Winner(Non-Physics A) in the 38th National Physics Competition for College Students.
  • 2021.12, 2022.12, the Second Prize Winner(Non-Math) in the 13, 14th National Mathematics Competition for College Students.

📖 Educations

  • 2020.9 - 2024.6, B.E. at Fudan University with a major in computer science and technology.

💻 Internships