Hanxun Huang

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I am a Postdoctoral Research Fellow at the School of Computing and Information Systems, The University of Melbourne. I earned my Ph.D. degree from The University of Melbourne, where I also completed my Master’s degree. Prior to that, I earned my Bachelor’s degree from Purdue University.

🔭 My research mainly focus on:

  • Adversarial ML
  • Trustworthy ML
  • Self-supervised Learning
  • Cybersecurity


News

May 15, 2025 Our work on Super Transferable Adversarial Attack on CLIP is accepted by ICML’25.
Feb 27, 2025 Our work on million-scale adversarial robustness evalution is accepted by CVPR’25.
Feb 06, 2025 Our work on backdoor sample detection in CLIP is accepted by ICLR’25.
Nov 25, 2024 Co-organizing and tutorial talk at AJCAI24
Jan 21, 2024 Our work on self-supervised learning is accepted by ICLR’24.

Professional Activities

  • Program Committee Member
    • ICML (2021-2025), NeurIPS (2021-2025), ICLR (2022-2025), CVPR (2024-2025), ACM MM (2025), DIG-BUG at ICML (2025), AROW at ECCV (2022).
  • Journal Reviewer
    • KAIS, IEEE Trans. Syst. Man Cybern, TDSC, TIST, TIP, TMLR, JAIR, TPAMI.