Portrait of Yu-Ling Liao

Taipei, Taiwan

Yu-Ling Liao 廖羽翎

M.S. Student, Graduate Institute of Networking and Multimedia, National Taiwan University

NTU NLP Lab · Advised by Prof. Hsin-Hsi Chen

Bias, robustness, safety, and representation analysis in multilingual and multimodal large language models.

I studied Mathematics at National Taiwan University, and I'm currently a graduate student at the Graduate Institute of Networking and Multimedia (GINM), working with the NTU NLP Lab advised by Prof. Hsin-Hsi Chen.

My research focuses on multimodal LLM robustness and multilingual evaluation, with a focus on how models behave when the world gets noisy, diverse, and a little messy. I'm also interested in (but not professional) connecting my math background with AI and ideas from bioengineering to build things that make the world a bit better.

Outside of research, I play basketball, do photography, and I'm a guitar newbie. I'm also a K-pop lover and a 10-year ARMY (fan of BTS). If I'm not here, you can probably find me somewhere in Korea, at least in spirit :D

If you have any ideas, or want to think through a problem together, feel free to reach out.

  1. arXiv 2026 Sep 2026

    AEGIS: Audio Endogenous Guarding via Internal Signals Against Large Audio-Language Model Jailbreaks

    Y. L. Liao , T. C. Chiu , Z. Y. Chen , C. L. Tsai , S. Y. Lo

    Under review at ICASSP 2027

  2. LREC 2026 Mar 2026
  3. Findings of EACL 2026 Feb 2026
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