Yukai Yang 杨昱剀

MS Student, Statistics Department, University of Chicago

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Hi there! I am Yukai Yang, a 2nd year Master student in Statistics at UChicago.

I recently work on Uncertainty Quantification for Large Language Models. My research interest lies in applying statistical tools to understand foundation models, with a focus on high-dimensional statistics and random matrix theory.

Prior to UChicago, I graduated with a Bachelor’s degree (magna cum laude) in Data Science and Mathematics from New York University. During the time, I was fortunate to work with Tim Rudner and Marco Morucci on active learning at the Center for Data Science.

I am applying for a PhD in Stats/ML starting in 2025. Please feel free to reach out if you are interested in my research!

Contact: yy2949 [at] uchicago [dot] edu

News

Oct, 2024 Our work on weak-to-strong confidence prediction is accepted by NeurIPS workshops!

Selected Publications

* denotes equal contributions
  1. uq-llm.png
    Weak-to-Strong Confidence Prediction
    Yukai Yang*, Tracy Zhu*, Marco Morucci, and Tim G. J. Rudner
    In Workshop on Statistical Foundations of LLMs and Foundation Models, Attributing Model Behavior at Scale, Safe Generative AI, and Regulatable ML (NeurIPS 2024 Workshop) , 2024