Bowen Zheng @ NJUAI

Bowen Zheng

郑博文
Bowen Zheng New version

PhD Candidate
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 Candidate of Computer Science
    • Nanjing, China 2023~2027(E)

  • 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

    Technical Reports

    Boogu-Image-0.1
    Boogu-Image-0.1: Boosting Open-Source Unified Multimodal Understanding and Generation
    Guoxuan Chen, Chufeng Xiao, Haoran Yang, Siyue Xie, Binxiao Huang, Ming Zhang, Cheuk Him Chau, Xinyu Fu, Yingzhao Lian, Tom S.Y. Li, Jintao Lin, Bowen Dong, Zian Qian, Yuhao Liu, Yuxuan Hu, Weikang Shi, Bin Zou, Bowen Zheng, Haoxuan Che, Chang Chen, Yuyang He, Heyang Sun, Tianyu Huang, Chong Hou Choi, Cheng Gong, Han Shi, Haoli Bai, Xihui Liu, Hongsheng Li, Qifeng Chen, Chao Huang, Rui Liu, Chenyang Lei Arxiv July, 2026
    A competitive open-source image generation and editing model.

    Conference Papers

    NeurIPS26
    MDMR-Bench: A Multi-Dimensional Benchmark for Multi-Reference Image Generation
    Bowen Zheng*, Jintao Lin*, Chang-Heng Yi, Haoran Yang, Binxiao Huang, Chenyang Lei, Rui Liu, Xihui Liu NeurIPS 2026 (Poster)
    Related Topics: Multi-reference Image Generation, Evaluation Benchmark, Checklist-based Evaluation.
    CVPR25
    Task-Agnostic Guided Feature Expansion for Class-Incremental Learning
    Bowen Zheng, Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan CVPR 2025 (Poster)
    Related Topics: Machine Learning, Continual Learning, Unsupervised Learning, Feature Collision, Feature Expansion.
    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.

    Journal Papers

    IJCV26
    Bi-Compatible Task-Agnostic Feature Augmentation for Expansion-Based Class-Incremental Learning
    Bowen Zheng, Zijun Shen, Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan IJCV 2026
    Related Topics: Machine Learning, Continual Learning, Bi-Compatible Continual Learning

    Internships

  • AI Model Engineer @ Huawei Noah's Ark Lab
    • Shanghai, China 2026.5~2026.11(E)
    Related Topics: Image Generation Post-training, Agentic Image Generation, On-Policy Distillation

  • AI Engineer @ Huawei Mobile Services, Xiaoyi
    • Nanjing, China 2025.2~2026.2
    Related Topics: Multimodal LLMs, Unified Image Generation Models

  • 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

    Office

    Room A333, School of Artificial Intelligence, 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