Zhaoyi Liu

Zhaoyi Liu

Visiting Student

University of Illinois Urbana-Champaign

Biography

At present, I have the privilege of being a visiting student at University of Illinois Urbana-Champaign under the esteemed guidance of Professor Huan Zhang. I was fortunate to be advised by Prof.Mingjie Tang (SCU) and to work with Prof.Carl Yang (Emory) to bring me to the research world. I am a highly motivated and passionate undergraduate eagerly seeking admission to a Ph.D. program beginning at 2025 Fall.

My research interest lies at Trustworthy Machine Learning. Specifically, I focus on enhancing the trustworthiness of ML-driven applications and related topics around foundation models and ML algorithms.

Interests
  • Trustworthy ML
Education
  • Visiting Student, 2025, 01 (expected)

    University of Illinois Urbana-Champaign

  • BSc in cyber science and engineering, 2025, 06 (expected)

    Sichuan University

Recent News

  • [2024/05/02] Our paper BadPart is accepted by ICML 2024!
  • [2023/08/08] My software themed in medical CT segementation has won the silver award in National College Student Software Design Competition!

Recent Publications

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(2024). Stealthy Backdoor Attack on Self-supervised Vision Encoders for Large Vision Language Models. In Conference on Computer Vision and Pattern Recognition (CVPR 2025, In Submission).

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(2024). Interleaved Scene Graph for Interleaved Text-and-Image Generation Assessment. In Thirteenth International Conference on Learning Representations (ICLR 2025, In Submission).

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(2024). Attack as Defense: Run-time Backdoor Implantation for Image Content Protection. In Thirteenth International Conference on Learning Representations (ICLR 2025, In Submission).

(2024). BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks. In Forty-first International Conference on Machine Learning (ICML 2024).

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