My Research
My long-term research goal is to develop a principled science for analyzing and reprogramming large language models (LLMs) to fundamentally bridge their inherent limitations, and extending them across capabilities, domains and disciplines. I believe that there exist hidden laws governing the internal mechanisms of LLMs, pointing toward a systematic framework for understanding and steering these seemingly black-box systems. My research roadmap aims to build a systematic framework that spans from foundational understanding to adaptation.
I will join Department of Computer Sciences at University of Wisconsin-Madison as an assistant professor in Fall 2027 and recruit PhD students this application cycle.
If you are interested in joining my group, please apply to the CS Ph.D. program and list my name. Unfortunately, I’m not able to respond to individual inquiries.
Awards and Honors
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