Biography

I earned my Bachelor of Computer Science (Honours) from the University of Information Technology (UIT), Vietnam National University Ho Chi Minh City (VNU-HCM). Presently, I work as a Research Assistant while pursuing my master's degree at the Singapore University of Technology and Design (SUTD) being advised by Prof. Ngai-Man Cheung. My research interest is to develope Responsible AI, specifically in developing robust AI systems resilient to prevalent threats like adversarial attacks, model inversion attacks, and out-of-distribution shifts.

Recent News

  • Sep, 2024, One paper accepted by NeurIPS-24
  • Jul, 2024, One paper accepted by ECCV-24
  • Mar, 2024, One paper accepted by CVPR-24
  • Jan, 2024, Started my Master of Engineering at SUTD

Selected Publications

Google Scholar

  • On the Vulnerability of Skip Connections to Model Inversion Attacks
    Koh Jun Hao*, Sy-Tuyen Ho*, Ngoc-Bao Nguyen, Ngai-man Cheung,
    European Conference on Computer Vision (ECCV) 2024
    [paper] [project]

  • Model Inversion Robustness: Can Transfer Learning Help?
    Sy-Tuyen Ho, Koh Jun Hao, Keshigeyan Chandrasegaran, Ngoc-Bao Nguyen, Ngai-man Cheung,
    Conference on Computer Vision and Pattern Recognition (CVPR) 2024
    [paper] [project]

* indicates co-first authors

Work Experience

  • Temasek Lab @ SUTD
    Research Assistant

  • Viettel Group
    Intern

Education

  • Singapore University of Technology and Design (SUTD)
    M.Eng (Research)

  • University of Information and Technology (UIT), Vietnam Nation University (VNU) HCMC
    B.Sc in Computer Science (Honour)

Academic Services

  • Conference Reviewer
    NeurIPS-24, ICLR-25, AISTATS-25

  • Journal Reviewer
    TMM-24