Yixin Ou (欧翌昕)

Zhejiang University; ZJUNLP.

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I am now a second-year Master student of ZJUNLP majored in Computer Science and Technology at Zhejiang University, advised by Huajun Chen (陈华钧) and Ningyu Zhang (张宁豫). Previously, I graduated from the College of Computer Science and Technology, Zhejiang University (浙江大学计算机科学与技术学院) with a bachelor’s degree.

My current research interests focus on Large Language Models (LLMs) and their theory and applications. I am interested in the Mechanism Interpretability of LLMs, and I am particularly interested in the application of LLMs to Autonomous Agents.

I will graduate in the spring of 2026 and am seeking job positions as a LLM algorithm engineer.

News

Mar 06, 2025 Our paper How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training is accepted at the Open Science for Foundation Models (SCI-FM) Workshop at ICLR 2025! 🎉
Jul 02, 2024 Start my internship at the AI Theory Lab in Huawei Noah’s Ark Lab under the supervision of Hui Jin and Jiacheng Sun.
Jun 25, 2024 We release our new work Symbolic Learning Enables Self-Evolving Agents.
Jun 04, 2024 Our paper EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models is accepted by ACL 2024 System Demonstration Track! 🎉

Selected Publications

  1. Arxiv
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    Yixin Ou, Yunzhi Yao, Ningyu Zhang, Hui Jin, Jiacheng Sun, Shumin Deng, Zhenguo Li, and 1 more author
    ArXiv Preprint, Feb 2025
  2. Arxiv
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    Wangchunshu Zhou*, Yixin Ou*, Shengwei Ding*, Long Li, Jialong Wu, Tiannan Wang, Jiamin Chen, and 5 more authors
    ArXiv Preprint, Jun 2024
  3. Yuqi Zhu, Shuofei Qiao, Yixin Ou, Shumin Deng, Shiwei Lyu, Yue Shen, Lei Liang, and 3 more authors
    2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (Findings), Mar 2024
  4. Yixin Ou, Ningyu Zhang, Honghao Gui, Ziwen Xu, Shuofei Qiao, Yida Xue, Runnan Fang, and 4 more authors
    The 62nd Annual Meeting of the Association for Computational Linguistics (System Demonstration Track), Feb 2024
  5. Zhen Bi, Ningyu Zhang, Yida Xue, Yixin Ou, Daxiong Ji, Guozhou Zheng, and Huajun Chen
    The 62nd Annual Meeting of the Association for Computational Linguistics, Oct 2023
  6. Shuofei Qiao*, Yixin Ou*, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, and 2 more authors
    The 61st Annual Meeting of the Association for Computational Linguistics, Dec 2022