Bowen Zheng @ NJUAI

Bowen Zheng 

郑博文
Bowen Zheng

PhD student
LAMDA Group
School of Artificial Intelligence
National Key Laboratory for Novel Software Technology
Nanjing University

Email: zhengbw@lamda.nju.edu.cn

Supervisor

Professor De-Chuan Zhan.

Education

  • School of Artificial Intelligence, Nanjing University, PhD Student of Computer Science
    • Nanjing, China 2023~

  • School of Artificial Intelligence, Nanjing University, Master of Computer Science
    • Nanjing, China 2020~2023

  • Yingcai Honors College, UESTC, Bachelor of Computer Science
    • Chengdu, China 2016~2020

    Publications

    ICML2024
    Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning
    Bowen Zheng, Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan ICML 2024 (Poster)
    Related Topics: Machine Learning, Continual Learning, Margin Theory, Feature Augmentation, Adversarial Training.
    ICME2023
    Preserving Locality in Vision Transformers for Class Incremental Learning
    Bowen Zheng, Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan ICME 2023 (Oral)
    Related Topics: Machine Learning, Continual Learning, Vision Transformer, Locality, Attention Mechanism.

    Internships

  • Computer Vision Engineer @ 4Paradigm
    • Beijing, China 2022.7~2022.10
    Related Topics: Forgery Detection, Document Images, Optical Character Recognition

    Teaching Assistants

  • Discrete Mathematics
    • 2021 Spring & Fall

  • Advanced Machine Learning [website]
    • 2023 Fall

  • Mathematical Analysis II
    • 2024 Spring

    Correspondence

    Mail

    Bowen Zheng
    National Key Laboratory for Novel Software Technology
    Nanjing University
    Nanjing 210023, China

    Laboratory

    Room 201, Yifu Building, Xianlin Campus of Nanjing University

    Address

    National Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 603, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China