Ziying Huang

Ziying Huang

B.E. in EEE at Southern University of Science and Technology (SUSTech)

Basic Information

I am a 4th-year undergraduate student majoring in Communication Engineering at the Department of Electrical and Electronic Engineering of Southern University of Science and Technology (SUSTech). I am currently working as a remote research assistant under the supervision of Prof. Liangqiong Qu, an Assistant Professor in the School of Computing and Data Science at The University of Hong Kong (HKU), where she leads the HKU-HealthAI Lab.

📄 Resume 📚 Publications

News

  • Apr 2026: Our paper The Model Agreed, But Didn’t Learn: Diagnosing Surface Compliance in Large Language Models was accepted as an ACL 2026 Findings paper. 🎉🎉
  • Mar 2026: Our paper UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Language Models was accepted as a TMLR paper. 🚀🚀
  • Nov 2025: Selected as one of the Top 15 Individuals in the G-Star Global Talent Program 2025 by the New Turing Institute. 🌟🌟
  • Feb 2025: Our ASC Student Supercomputer Challenge team won the International Second Prize as part of Team ASC900. 🏆🏆

Selected Publications

  • The Model Agreed, But Didn’t Learn: Diagnosing Surface Compliance in Large Language Models
    Xiaojie Gu*, Ziying Huang*, Weicong Hong, Jian Xie, Renze Lou, Kai Zhang.
    Findings of ACL 2026. OpenReview

  • UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Language Models
    Xiaojie Gu, Ziying Huang, J.-C. Gu, Kai Zhang.
    TMLR. Paper

Award

  • G-Star Global Talent Program Top 15 Individual
  • ASC Student Supercomputer Challenge International Second Prize
  • Outstanding Student Scholarship, SUSTech – First Prize (¥5,000; top 5%) 2024 & 2025

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