Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search Chuchu Han, Zhedong Zheng, Changxin Gao, Nong Sang, Yi Yang AAAI Conference on Artificial Intelligence (AAAI), 2021 PDF
Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark Shuyu Yang, Yinan Zhou, Zhedong Zheng, Yaxiong Wang, Yujiao Wu, Li Zhu ACM International Conference on Multimedia (ACM MM), 2023 PDF Code 中文解读
A discriminatively learned CNN embedding for person reidentification Zhedong Zheng, Liang Zheng, Yi Yang ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2018 PDF Code
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search Jintao Sun, Hao Fei, Gangyi Ding, Zhedong Zheng ACM Web Conference (ACM WWW), 2025 PDF Code 中文解读
Macro-micro adversarial network for human parsing Yawei Luo, Zhedong Zheng, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang European Conference on Computer Vision (ECCV), 2018 PDF Code
Pedestrian alignment network for large-scale person re-identification Zhedong Zheng, Liang Zheng, Yi Yang IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018 PDF Code 中文解读
Soft Person Re-identification Network Pruning via Block-wise Adjacent Filter Decaying Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang IEEE Transactions on Cybernetics (TCYB), 2022 PDF Code
Multi-pseudo regularized label for generated data in person re-identification Yan Huang, Jingsong Xu, Qiang Wu, Zhedong Zheng, Zhaoxiang Zhang, Jian Zhang IEEE Transactions on Image Processing (TIP), 2018 PDF Code
Camstyle: A novel data augmentation method for person re-identification Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang IEEE Transactions on Image Processing (TIP), 2019 PDF Code
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval Hang Yu, Jiahao Wen, Zhedong Zheng IEEE Transactions on Information Forensics and Security (TIFS), 2025 PDF Code
Parameter-Efficient Person Re-identification in the 3D Space Zhedong Zheng, Xiaohan Wang, Nenggan Zheng, Yi Yang IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 PDF Code 中文解读
DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search Chuchu Han, Zhedong Zheng, Kai Su, Dongdong Yu, Zehuan Yuan, Changxin Gao, Nong Sang, Yi Yang IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 PDF
Camera style adaptation for person re-identification Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2018 PDF Code
Joint discriminative and generative learning for person re-identification Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019 (Oral Presentation) PDF Code 中文解读
Unlabeled samples generated by gan improve the person re-identification baseline in vitro Zhedong Zheng, Liang Zheng, Yi Yang IEEE/CVF International Conference on Computer Vision (ICCV), 2017 (Spotlight Presentation) PDF Code
Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search Shuyu Yang, Yaxiong Wang, Li Zhu, Zhedong Zheng IEEE/CVF International Conference on Computer Vision (ICCV), 2025 (Highlight Presentation) PDF Code 中文解读
Improving person re-identification by attribute and identity learning Yutian Lin, Liang Zheng, Zhedong Zheng, Yu Wu, Zhilan Hu, Chenggang Yan, Yi Yang Pattern Recognition (PR), 2019 PDF Code
Bayesian query expansion for multi-camera person re-identification Yutian Lin, Zhedong Zheng, Hong Zhang, Chenqiang Gao, Yi Yang Pattern Recognition Letters (PRL), 2020 PDF