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, with the long-term goal of developing AI agents that are interpretable, reliable, and human-beneficial in real-world applications. At the moment, topics that I am interested in include interpretability, agents, and the intersection of decision making and foundation models. In my research, I employ rigorous empirical study and principled thinking.

I was a visiting intern in Professor Fei Fang’s group in CMU, also in collaboration with Professor Geoffrey J. Gordon and Professor Lei Li. Previously, I worked with Professor Farzan Farnia in Chinese University of Hong Kong, and Professor Li Yi in Tsinghua University. I appreciate the opportunities to work with all of my kind and amazing collaborators.

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