Zhuorui Ye

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zhuoruiy at princeton dot edu

I am Zhourui Ye, a first-year PhD student at Princeton University, where I’m very fortunate to be co-advised by Professor Zhuang Liu and Danqi Chen. I finished my undergraduate study in Computer Science at Yao Class, Tsinghua University.

My research interest is to develop better understanding into the current ML models and improve their capabilities. Feel free to reach out if you want to chat about research or life.

Publications

  1. ICLR
    LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning
    Zhuorui Ye*, Stephanie Milani*, Geoffrey J. Gordon, and Fei Fang
    In The Thirteenth International Conference on Learning Representations , 2025
    arXiv PDF
  2. AISTATS
    Gaussian Smoothing in Saliency Maps: The Stability-Fidelity Trade-Off in Neural Network Interpretability
    Zhuorui Ye, and Farzan Farnia
    In Proceedings of The 28th International Conference on Artificial Intelligence and Statistics , 2025
    arXiv PDF
  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
    arXiv PDF Video Website
  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
    arXiv PDF Video Website