My research focuses on understanding and controlling generative models to ensure they produce meaningful and trustworthy content.
π Educations
- Master of Science in CS, Brown University.
- Bachelor of Science in CS, Columbia University in the City of New York.
π₯ News
- 2025.08: Β ππ One paper was accepted by EMNLP 2025.
- 2025.04: Β ππ One paper was accepted by USENIX ATC 2025 and won the best paper awardππ.
- 2025.01: Β ππ One paper was accepted by NAACL 2025.
- 2024.10: Β ππ One paper was accepted by GenAI4Health@NeurIPS 2024 and won the best demo paper awardππ.
π Publications
Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs
Zhuoxuan Zhang, Jinhao Duan, Edward Kim, Kaidi Xu
The Koala Benchmarks for the Shell: Characterization and Implications
Evangelos Lamprou, Ethan Williams, Georgios Kaoukis, Zhuoxuan Zhang, Michael Greenberg, Konstantinos Kallas, Lukas Lazarek, Nikos Vasilakis
GuideLLM: Exploring LLM-Guided Conversation with Applications in Autobiography Interviewing
Jinhao Duan*, Xinyu Zhao*, Zhuoxuan Zhang*, Eunhye Grace Ko, Lily Boddy, Chenan Wang, Tianhao Li, Alexander Rasgon, Junyuan Hong, Min Kyung Lee, Chenxi Yuan, Qi Long, Ying Ding, Tianlong Chen, Kaidi Xu
Demo: An Exploration of LLM-Guided Conversation in Reminiscence Therapy
Jinhao Duan*, Xinyu Zhao*, Zhuoxuan Zhang*, Eunhye Grace Ko, Lily Boddy, Chenan Wang, Tianhao Li, Alexander Rasgon, Junyuan Hong, Min Kyung Lee, Chenxi Yuan, Qi Long, Ying Ding, Tianlong Chen, Kaidi Xu
π«‘ Miscellaneous
I love art in all its forms, both auditory and visual, finding beauty in both Western classical music and Eastern traditional performances. Playing the violin is one of my greatest joys, and I have a deep appreciation for Western classical music. I also enjoy Peking opera, especially the Shang School of Peking Opera Dan role (ε°ζ΄Ύ), xiangsheng (crosstalk, a traditional Chinese comedic dialogue), and classical Chinese dance like ζι²θ (Korean ethnic dance in the Chinese classical dance style).