Zhuorui Ye

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
- ICLR
- AISTATSOn the Trade-Off between Stability and Fidelity of Gaussian-Smoothed Saliency Maps2024AISTATS 2025