Zhenyu     Cui     [Google Profile]   [中文版]

Ph.D. Candidate （Supervisor: Prof. Yuxin Peng）

Multimedia Information Processing Lab

Wangxuan Institute of Computer Technology

Peking University

No. 128, Zhong-Guan-Cun North Street

Beijing 100080, China

E-mail: cuizhenyu@stu.pku.edu.cn

Research Directions

• Person Re-identification

Education

• Ph.D. Candidate, Computer Application Technology, Wangxuan Institute of Computer Technology, Peking University, 2021 - Now
• M.S., Computer Application Technology, School of Computer Science and Technology, Chinese Academy of Sciences, 2018 – 2021
• B.S., Computer Science and Technology, School of Computer and Communication Engineering, China University of Petroleum (East China), 2014 – 2018

Awards

• 2024     Presidential Scholarship for Ph.D. Candidates
• 2021     Merit Student of University of Chinese Academy of Sciences
• 2021     Excellent Communist Youth League Member of the Chinese Academy of Sciences
• 2020     National Scholarship for Graduate Students
• 2017     ACM-ICPC Asian Beijing Regional Contest Bronze Medal
• 2017     ACM-ICPC China Shandong Provincial Programming Contest Gold Medal
• 2016     ACM-ICPC Asian Qingdao Regional Contest Silver Medal
• 2016     ACM-ICPC China Shandong Provincial Programming Contest Gold Medal

Publication

1. Zhenyu Cui, Jiahuan Zhou and Yuxin Peng*, "DKC: Differentiated Knowledge Consolidation for Cloth-Hybrid Lifelong Person Re-identification", 38th IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Music City Center, Nashville TN, USA, Jun. 11-15, 2025. (Accept)
2. Zhenyu Cui, Jiahuan Zhou, Xun Wang, Manyu Zhu and Yuxin Peng*, "Learning Continual Compatible Representation for Re-indexing Free Lifelong Person Re-identification", 37th IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle WA, USA, June 17 - 21, 2024. 【pdf】【source code】
3. Zhenyu Cui, Yuxin Peng*, Xun Wang, Manyu Zhu, Jiahuan Zhou, "Continual Vision-Language Retrieval via Dynamic Knowledge Rectification", 38th AAAI Conference on Artificial Intelligence (AAAI), Vancouver, Canada, February 20 - 27, 2024. 【pdf】
4. Zhenyu Cui, Jiahuan Zhou and Yuxin Peng*, "DMA: Dual Modality-Aware Alignment for Visible-Infrared Person Re-Identification", IEEE Transactions on Information Forensics and Security (TIFS), DOI: 10.1109/TIFS.2024.3352408, 2024. 【pdf】【source code】
5. Zhenyu Cui, Jiahuan Zhou, Yuxin Peng*, Shiliang Zhang and Yaowei Wang, "DCR-ReID: Deep Component Reconstruction for Cloth-Changing Person Re-Identification", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 33, No. 8, pp. 4415-4428, Aug. 2023. 【pdf】【source code】【introduction】
6. 崔振宇, 周嘉欢, 彭宇新*, "跨模态目标重识别研究综述", 计算机科学 (创刊50周年特别专题综述论文) , 2024, 51(1): 13-25 【pdf】
7. Zhenyu Cui, Jiaxu Leng, Ying Liu, Tianlin Zhang, Pei Quan and Wei Zhao, "SKNet: Detecting Rotated Ships as Keypoints in Optical Remote Sensing Images", IEEE Transactions on Geoscience and Remote Sensing (TGRS), Vol. 59, No. 10, pp. 8826-8840, Feb. 2021. 【pdf】
8. Zhenyu Cui, Ying Liu, Wei Zhao and Cheng Wang, "Learning to Transfer Attention in Multi-Level Features for Rotated Ship Detection", Neural Computing and Applications (NCA), Vol. 34, No. 22, pp. 19831-19844, Jul. 2022. 【pdf】

Personal Interests

• Music
• Ping-pong