Bowen Zheng @ NJUAI

郑博文 Bowen Zheng 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

Publications

Technical Reports

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. [arxiv] [code] [huggingface]

Conference Papers

	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. [arxiv] [code]
	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. [paper] [code]
	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. [paper] [arxiv] [code] [slides]

Journal Papers

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 (To appear) Related Topics: Machine Learning, Continual Learning, Bi-Compatible Continual Learning [code]

Internships

Teaching Assistants

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