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Yiming Liu

Undergraduate Student
IIIS, Tsinghua University
liuym23@mails.tsinghua.edu.cn


Short Bio

Hi,

I am Yiming Liu (刘一铭 in Chinese), an undergraduate student at Tsinghua University.

My current research lies at Multimodal AI – with a special focus on vision understanding. My research interests include Multimodal AI, Mechanistic Interpretability, NLP, and AI Safety and Alignment.

News

Education

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Tsinghua University

Institute for Interdisciplinary Information Sciences (IIIS)

Undergraduate in Computer Science, [2023 Fall - Ongoing]

Publications [Google Scholar]

    Conference

  1. NeurIPS 2024
    Benchmarking Complex Instruction-Following with Multiple Constraints Composition
    Bosi Wen, Pei Ke, Xiaotao Gu, Lindong Wu, Hao Huang, Jinfeng Zhou, Wenchuang Li, Binxin Hu, Wendy Gao, Jiaxin Xu, Yiming Liu, Jie Tang, Hongning Wang, Minlie Huang
    NeurIPS 2024, the Thirty-eighth Annual Conference on Neural Information Processing Systems
    PDF Code BibTex
  2. ACL 2025 Findings
    LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models
    Jiayi Gui*, Yiming Liu*, Jiale Cheng*, Xiaotao Gu*, Xiao Liu, Hongning Wang, Yuxiao Dong, Jie Tang, Minlie Huang
    ACL 2025 Findings, the 63rd Annual Meeting of the Association for Computational Linguistics
    PDF Code BibTex
  3. ML4H 2024
    Converting Open-ended Questions to Multiple-choice Questions Simplifies Biomedical Vision-Language Model Evaluation
    Yuchang Su, Yuhui Zhang, Yiming Liu
    ML4H, Machine Learning for Health 2024
  4. CVPR 2025
    Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation
    Yuhui Zhang*, Yuchang Su*, Yiming Liu, Xiaohan Wang, James Burgess, Elaine Sui, Chenyu Wang, Josiah Aklilu, Alejandro Lozano, Anjiang Wei, Ludwig Schmidt, Serena Yeung-Levy
    CVPR 2025, the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025
    PDF Code Project Page
  5. ACL 2025 Findings
    NegVQA: Can Vision Language Models Understand Negation?
    Yuhui Zhang, Yuchang Su, Yiming Liu, Serena Yeung-Levy
    ACL 2025 Findings, the 63rd Annual Meeting of the Association for Computational Linguistics
    PDF Code Project Page
  6. ICLR 2025 Blogpost
    Mechanistic Interpretability Meets Vision Language Models: Insights and Limitations
    Yiming Liu, Yuhui Zhang, Serena Yeung-Levy
    ICLR 2025 Blogpost, the Fourth Blogpost Track at ICLR 2025
    Project Page

    7. Project

  7. Small VLM
    A flexible and configurable Vision Language Model (VLM) framework
    Code
  8. Course Sharing Platform
    1. Designed and implemented a PostgreSQL‑based course sharing platform using Scala for backend and React for frontend 2. Utilized Stable Diffusion 2 and Llama 2 API to enhance users experiences
    Language: Scala, HTML, CSS, JavaScript
    Code
  9. NLP Course Research Project
    Unveiling the Transformation of Features, From Base Models to Fine-Tuned Models
    PDF
  10. A Survey on K-means Clustering Algorithms： Theoretical Analysis and Performance Comparison
    Elucidated the computational complexity and convergence properties of K-means clustering algorithms and its variants
    PDF Project Page
  11. CV Course Research Project
    Controlled study of CLIP and DINO
    PDF
  12. DL Course Research Project
    An Empirical Study of Language Models as Compressors
    PDF
  13. Multimodal Course Research Project
    Propose a new multimodal framework for counting tasks

Honors & Grants & Awards

2024 Jiukun Academic Excellence Scholarship, Tsinghua University

Contact

Email: liuym23@mails.tsinghua.edu.cn

Twitter: leoliuym

Github: leo1oel



2024 Yiming Liu