Ye Du

PhD student, Hong Kong Polytechnic University

Joined

April 2022

Names

Ye Du (Preferred)

Emails

****@buaa.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@stu.ouc.edu.cn (Confirmed)

****@connect.polyu.hk (Confirmed)

****@pjlab.org.cn (Confirmed)

Personal Links

Homepage

Career & Education History

PhD student

Hong Kong Polytechnic University (polyu.edu.hk)

2024 – Present

Advisors, Relations & Conflicts

Coauthor

Shujun Wang

2024 – 2027

Expertise

Computer Vision and Pattern Recognition

2024 – Present

Publications

Learning to Re-think: Gated Recurrence with LoRA for Efficient and Effective Domain Incremental Learning
Nanxi Yu, Kang LI, Ye Du, Guangqian Yang, Shujun Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CausalNovo: Advancing De Novo Peptide Sequencing via a Causality-Informed Framework
Ye Du, Chen Yang, Yuanliang Zhang, Lequan Yu, Qian Zhao, Shujun Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Escaping Low-Rank Traps: Interpretable Visual Concept Learning via Implicit Vector Quantization
Shujian Gao, Yuan Wang, Chenglong Ma, Xin Gao, Jiangtao Yan, Junzhi Ning, Cheng Tang, Changkai Ji, Huihui Xu, Wei Li, Ziyan Huang, Jiashi Lin, Ming Hu, Jiyao Liu, Wenhao Tang, Ye Du, Tianbin Li, Jin Ye, Junjun He
- ICLR 2026 Poster
- Readers: Everyone
Latent Imputation before Prediction: A New Computational Paradigm for De Novo Peptide Sequencing
Ye Du, Chen Yang, Nanxi Yu, Wanyu Lin, Qian Zhao, Shujun Wang
- ICML 2025 poster
- Readers: Everyone
Pixel-Level Domain Adaptation: A New Perspective for Enhancing Weakly Supervised Semantic Segmentation
Ye Du, Zehua Fu, Qingjie Liu
- IEEE Trans. Image Process. 2024
- Readers: Everyone
Learning from Future: A Novel Self-Training Framework for Semantic Segmentation
Ye Du, Yujun Shen, Haochen Wang, Jingjing Fei, Wei Li, Liwei Wu, Rui Zhao, Zehua Fu, Qingjie LIU
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast
Ye Du, Zehua Fu, Qingjie Liu, Yunhong Wang
- 2022 (modified: 17 Nov 2022)
- CVPR 2022
- Readers: Everyone
Visual Grounding with Transformers
Ye Du, Zehua Fu, Qingjie Liu, Yunhong Wang
- 2022 (modified: 17 Nov 2022)
- ICME 2022
- Readers: Everyone

Co-Authors

View all 36 co-authors