Zhuorui Ye
![prof_pic.jpg](/assets/img/prof_pic.jpg?22c00858fb85626921810b1dcd5e36d8)
Yao Class 13, Tsinghua University
cuizhuyefei at gmail dot com
I am Zhourui Ye, a junior-year undergraduate student majoring in Computer Science and Technology at IIIS, Tsinghua University (a.k.a. Yao Class, directed by Andrew Chi-Chih Yao).
My research interests broadly spread in machine learning. Recently, I am interested in 1) enhancing the intelligence of multi-agent system with techniques of RL and LLM 2) helping humans better communicate with complex ML models 3) understanding phenomenon and mechanisms behind current models to inspire improved techniques. Besides, I also enjoy applying and developing AI techniques to solve real-world challenges with societal significance.
I am 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 really appreciate the opportunities to work with all of my kind and amazing collaborators.
Selected Publications
- Under ReviewConcept-Based Interpretable Reinforcement Learning with Limited to No Human Labels2024Submitted to NeurIPS 2024
- Under ReviewOn the Trade-Off between Stability and Fidelity of Gaussian-Smoothed Saliency Maps2024Submitted to NeurIPS 2024
- Under ReviewSing it, Narrate it: Quality Musical Lyrics Translation2024Submitted to EMNLP 2024
- Under ReviewCooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models2024Submitted to EMNLP 2024