Zhehao Huang 👨🏻‍💻
Zhehao Huang

PhD Student

About Me

Currently, I am a third-year Ph.D. student (Zhiyuan Honors) at Shanghai Jiao Tong University, studying under the supervision of Prof. Xiaolin Huang. My research interests include continual learning, machine unlearning, and text-to-image large models.

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Interests
  • Machine Learning
  • Continual Learning
  • Text-to-Image Generation
Education
  • PhD Automation Science and Engineering

    Shanghai Jiao Tong University

  • BSc Automation

    Shanghai Jiao Tong University

Featured Publications
Recent Publications
(2024). Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement. In NeurIPS 2024 Spotlight.
(2024). Online Continual Learning via Logit Adjusted Softmax. In TMLR 05/2024.
(2024). Towards Natural Machine Unlearning. In arXiv.
(2024). Machine Unlearning by Suppressing Sample Contribution. In arXiv.
(2023). Query Attack by Multi-Identity Surrogates. In TAI 2023.
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