Felix Huiwei Lin (林辉威)

Postdoctoral Fellow

JC STEM Lab of Machine Learning and Symbolic Reasoning
Department of Computer Science and Engineering
The Chinese University of Hong Kong
Shatin
New Territories
Hong Kong SAR
China

E-mail: huiweilin@cuhk.edu.hk

Felix Huiwei Lin

Biography

Felix Huiwei Lin is currently a Postdoctoral Fellow at The Chinese University of Hong Kong, working with Prof. Sinno Jialin Pan. Before that, he obtained his Ph.D. degree from the Harbin Institute of Technology (Shenzhen) under the supervision of Prof. Yunming Ye and Prof. Shanshan Feng. His current research interests include knowledge-based machine learning and continual learning.

Educations

  • Ph.D. (2024.03), School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, China.
  • M.E. (2020.01), School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, China.
  • B.E. (2017.06), School of Mathematics, South China University of Technology, Guangzhou, China.
  • Work Experience

  • 2024.06-present, Postdoctoral Fellow, The Chinese University of Hong Kong, Hong Kong, China.
  • 2024.04-2024.06, Research Assistant, Harbin Institute of Technology (Shenzhen), Shenzhen, China.
  • 2020.04-2020.06, Quantitative Engineer (Intern), Futu Holdings Limited, Shenzhen, China.
  • 2018.09-2019.08, Algorithm Engineer (Intern), Gridsum Holding Inc., Shenzhen, China.
  • 2016.03-2017.02, Software Engineer (Intern), Guangzhou Jingyun Intelligent Technology Co., Ltd., Guangzhou, China.
  • Publications [Google Scholar]

    Preprints

    ER-FSL: Experience Replay with Feature Subspace Learning for Online Continual Learning

    Huiwei Lin

    Conference Paper

    UER: A Heuristic Bias Addressing Approach for Online Continual Learning

    Huiwei Lin, Shanshan Feng, Baoquan Zhang, Hongliang Qiao, Xutao Li, Yunming Ye

    PCR: Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning

    Huiwei Lin, Baoquan Zhang, Shanshan Feng, Xutao Li, Yunming Ye

    Journal Article

    HPCR: Holistic Proxy-based Contrastive Replay for Online Continual Learning

    Huiwei Lin, Shanshan Feng, Baoquan Zhang, Xutao Li, Yunming Ye

    Anchor Assisted Experience Replay for Online Class-Incremental Learning

    Huiwei Lin, Shanshan Feng, Xutao Li, Wentao Li, Yunming Ye