Zhuorui Ye

prof_pic.jpg

Yao Class 13, Tsinghua University

cuizhuyefei at gmail dot com

Photo taken by Jinhan Li.

I am Zhourui Ye, a senior undergraduate student majoring in Computer Science at IIIS, Tsinghua University (a.k.a. Yao Class, directed by Andrew Chi-Chih Yao).

My research interests broadly lie in machine learning. I want to build fundamental understanding of current ML models or LLMs exemplified by Physics of language models, and thus inspire better ML methods from the technical side. In the long run, I also care about making AI reliable and human-beneficial, which I believe should be an important real-world problem in a few years.

During my undergraduate study, I was fortunate to work with Professor Fei Fang, Geoffrey J. Gordon, Lei Li, Farzan Farnia, and Li Yi.

I am applying for PhD in 2025 Fall. I also love generally chatting about research or life. Feel free to reach out for any reason!

Selected Publications

  1. ICLR
    LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning
    Zhuorui Ye*, Stephanie Milani*, Geoffrey J. Gordon, and Fei Fang
    2024
    ICLR 2025
  2. AISTATS
    On the Trade-Off between Stability and Fidelity of Gaussian-Smoothed Saliency Maps
    Zhuorui Ye, and Farzan Farnia
    2024
    AISTATS 2025
  3. EMNLP
    Sing it, Narrate it: Quality Musical Lyrics Translation
    Zhuorui Ye*, Jinhan Li*, and Rongwu Xu
    In Findings of the Association for Computational Linguistics: EMNLP 2024 , 2024
  4. AAAI
    Semantic Complete Scene Forecasting from a 4D Dynamic Point Cloud Sequence
    Zifan Wang*Zhuorui Ye*, Haoran Wu*, Junyu Chen, and Li Yi
    In Proceedings of the AAAI Conference on Artificial Intelligence , 2024