Yee Man (Kath) Choi

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Waterloo, Ontario, Canada

Greetings! My name is Yee Man Choi (you are also welcome to call me Kath). I am an PhD Student at the David R. Cheriton School of Computer Science, University of Waterloo. I am fortunate to be co-supervised by Professors Freda Shi and Krzysztof Czarnecki. I completed my M.S. degrees at Carnegie Mellon University, where I was advised by Professor Lei Li. Prior to that, I received my BASc of Computer Engineering from the University of Toronto, St. George Campus, with a minor in Artificial Intelligence.

My research interests lie broadly in natural language processing, with a particular emphasis on LLM alignment, reliability, and safety. I am interested in understanding and evaluating large language models, including their behaviors, failure modes, limitations and risks. I aim to contribute to research that advances language models not only in terms of performance, but also in trustworthiness and responsible deployment.

news

Apr 06, 2026 CiteGuard is accepted by ACL 2026 (Main Conference)!
Jan 26, 2026 HardTestGen is accepted by ICLR 2026!

selected publications

  1. hardtestgen_img.png
    HARDTESTGEN: A High-Quality RL Verifier Generation Pipeline for LLM Algorithimic Coding
    Zhongmou He* , Yee Man Choi* , Kexun Zhang*, and 7 more authors
    In The Fourteenth International Conference on Learning Representations, 2026
  2. citeguard_img.png
    CiteGuard: Faithful Citation Attribution for LLMs via Retrieval-Augmented Validation
    Yee Man Choi , Xuehang Guo , Yi R. Fung, and 1 more author
    2026