cv

Curriculum Vitae

General Information | 基本信息

Full Name | 姓名 Yayuan Li
Position | 身份 Ph.D. Student (since 2025), School of Computer Science, Nanjing University
南京大学计算机学院博士研究生（2025级）
Email | 邮箱 liyayuan@smail.nju.edu.cn
Homepage | 主页 https://himuwu.com/resume/
GitHub https://github.com/lyymuwu
Google Scholar | 谷歌学术 https://scholar.google.com/citations?user=5C-40K4AAAAJ
Research Interests | 研究方向 Model Merging, Knowledge Transfer, Training-Free Adaptation, Multimodal Few-shot Learning
模型融合、知识迁移、免训练适配、多模态小样本学习

Education | 教育背景

  • 2025 - Present
    Ph.D. in Computer Science
    Nanjing University
    • Advisor: Prof. Yinghuan Shi
      导师：史颖欢教授
    • Focus: Efficient adaptation and composition of large models.
      研究重点：大模型高效适配与能力组合
  • 2023 - 2025
    M.S. in Computer Science
    Nanjing University
    • M.S. in Computer Science, Nanjing University
      南京大学计算机科学硕士
  • 2019 - 2023
    B.S. in Computer Science
    Beijing Jiaotong University
    • B.S. in Computer Science, Beijing Jiaotong University
      北京交通大学计算机科学学士

Publications | 代表论文

  • 2025
    Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP
    AAAI (CCF-A)
    • Authors: Yayuan Li, Jintao Guo, Lei Qi, Wenbin Li, Yinghuan Shi.
      作者：李雅元，郭金涛，齐磊，李文斌，史颖欢。
  • 2025
    Social jetlag elicits fatty liver via perturbed circulating prolactin rhythm-mediated circadian remodeling of hepatic lipid metabolism
    Military Medical Research (SCI Q1, IF 22.9)
    • Co-first author.
      共同第一作者。
  • 2025
    MAGIC: Achieving Superior Model Merging via Magnitude Calibration
    arXiv
    • Authors: Yayuan Li, Jian Zhang, Jintao Guo, et al.
      作者：李雅元，张剑，郭金涛等。
  • 2026
    When Shared Knowledge Hurts: Spectral Over-Accumulation in Model Merging
    arXiv
    • Authors: Yayuan Li, Ze Peng, Jian Zhang, et al.
      作者：李雅元，彭泽，张剑等。

Honors and Awards | 荣誉与奖励

  • 2025
    • Jiangsu Financial Leasing Scholarship
      江苏金融租赁奖学金
    • Outstanding Youth League Cadre, Nanjing University
      南京大学优秀共青团干部
    • Co-first-author paper accepted by Military Medical Research (SCI Q1, IF 22.9)
      与鼓楼医院合作论文被 Military Medical Research 录用（共同一作）
  • 2024
    • Excellence in Master's Assessment, Nanjing University
      南京大学硕士中期考核卓越
    • Outstanding Youth League Member, Nanjing University
      南京大学优秀共青团员
  • 2023
    • Postgraduate Academic Scholarship (First Class)
      南京大学研究生学业一等奖学金
    • Outstanding Graduate, Beijing Municipality
      北京市优秀毕业生
    • Outstanding Graduate, Beijing Jiaotong University
      北京交通大学优秀毕业生
  • 2022
    • National Scholarship
      国家奖学金
    • Finalist, MCM
      美国大学生数学建模竞赛 Finalist
    • MathorCup National Third Prize
      MathorCup 高校数学建模挑战赛全国三等奖

Projects | 项目经历

  • 2023.03 - 2023.08
    ChatDRG: DRG-oriented medical insurance QA large model (Core Contributor)
    Smart medical insurance domain project
    • Built a vertical QA system for DRG terminology interpretation, regional medical insurance settlement data query, multi-turn dialogue, and streaming response.
      面向医保场景构建 DRG 垂直问答系统，支持术语释义、地区结算查询、多轮对话与流式响应。
    • Led data and algorithm tasks: automatic Excel-query dataset generation, terminology cleaning/expansion, low-quality sample feedback training, and backend table-query refactor.
      负责数据与算法核心工作：自动化数据集生成、术语清洗扩充、低质量样本回灌训练与查询后端重构。
    • Iterated model/back-end solutions (including ChatGLM/CPM-BEE/Aquila exploration), and improved fuzzy search, result export, and query robustness in real-world use.
      迭代模型与后端方案（含 ChatGLM/CPM-BEE/Aquila 等探索），并增强模糊检索、结果导出与真实场景鲁棒性。