Zhedong Zheng

Zhedong Zheng

Asst. Prof. @ UMacau

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Posts

Future Blog Post

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Blog Post number 4

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Blog Post number 1

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authors

Bang Zhang

  • Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Pan Pan, Yi Yang, "Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis." CVPR, 2022.[Link]
  • Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Yi Yang, Tat-Seng Chua, "Multi-View Consistent Generative Adversarial Networks for Compositional 3D-aware Image Synthesis." IJCV, 2023.[Link]
  • Yucheng Suo, Zhedong Zheng, Xiaohan Wang, Bang Zhang, Yi Yang, "Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation." ACM TOMM, 2024.[Link]

    • Bingwen Hu

  • Bingwen Hu, Ping Liu, Zhedong Zheng, Mingwu Ren, "SPG-VTON: Semantic Prediction Guidance for Multi-pose Virtual Try-on." IEEE Transactions on Multimedia, 2022.[Link]
  • Bingwen Hu, Zhedong Zheng, Ping Liu, Wankou Yang, Mingwu Ren, "Unsupervised Eyeglasses Removal in the Wild." IEEE Transactions on Cybernetics, 2020.[Link]

    • Bolun Zheng

  • Tingyu Wang, Zhedong Zheng, Chenggang Yan, Jiyong Zhang, Yaoqi Sun, Bolun Zheng, Yi Yang, "Each part matters: Local patterns facilitate cross-view geo-localization." IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021.[Link]

    • Chang Zhou

  • Shuai Bai, Zhedong Zheng, Xiaohan Wang, Junyang Lin, Zhu Zhang, Chang Zhou, Hongxia Yang, Yi Yang, "Connecting Language and Vision for Natural Language-Based Vehicle Retrieval." CVPR Workshop of AI City Challenge on Natural Language-Based Vehicle Retrieval (the 1st Place of Track 5), 2021.[Link]

    • Changxin Gao

  • Chuchu Han, Zhedong Zheng, Changxin Gao, Nong Sang, Yi Yang, "Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search." AAAI, 2021.[Link]
  • Chuchu Han, Zhedong Zheng, Kai Su, Dongdong Yu, Zehuan Yuan, Changxin Gao, Nong Sang, Yi Yang, "DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search." IEEE Transactions on Pattern Analysis & Machine Intelligence, 2022.[Link]

    • Chao Sun

  • Chao Sun, Zhedong Zheng, Xiaohan Wang, Mingliang Xu, Yi Yang, "Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes." IEEE Transactions on Multimedia, 2022.[Link]

    • Chao Wang

  • Chao Wang, Zhedong Zheng, Ruijie Quan, Yifan Sun, Yi Yang, "Context-aware Pretraining for Efficient Blind Image Decomposition." CVPR, 2023.[Link]
  • Chao Wang, Zhedong Zheng, Ruijie Quan, Yi Yang, "Depth-aware blind image decomposition for real-world adverse weather recovery." Proceedings of the European conference on computer vision (ECCV), 2024.[Link]

    • Chen Ma

  • Yinan Zhou, Yaxiong Wang, Haokun Lin, Chen Ma, Li Zhu, Zhedong Zheng, "Scale Up Composed Image Retrieval Learning via Modification Text Generation." IEEE Transactions on Multimedia, 2025.[Link]

    • Chenggang Yan

  • Zhikun Huang, Zhedong Zheng, Chenggang Yan, Hongtao Xie, Yaoqi Sun, Jianzhong Wang, Jiyong Zhang, "Real-World Automatic Makeup via Identity Preservation Makeup Net." IJCAI, 2020.[Link]
  • Tingyu Wang, Zhedong Zheng, Zunjie Zhu, Yuhan Gao, Yi Yang, Chenggang Yan, "Learning cross-view geo-localization embeddings via dynamic weighted decorrelation regularization." IEEE Transactions on Geoscience and Remote Sensing, 2024.[Link]
  • Tingyu Wang, Zhedong Zheng, Yaoqi Sun, Chenggang Yan, Yi Yang, Tat-Seng Chua, "Multiple-environment Self-adaptive Network for Aerial-view Geo-localization." Pattern Recognition, 2024.[Link]
  • Tingyu Wang, Zhedong Zheng, Chenggang Yan, Jiyong Zhang, Yaoqi Sun, Bolun Zheng, Yi Yang, "Each part matters: Local patterns facilitate cross-view geo-localization." IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021.[Link]
  • Yutian Lin, Liang Zheng, Zhedong Zheng, Yu Wu, Zhilan Hu, Chenggang Yan, Yi Yang, "Improving person re-identification by attribute and identity learning." Pattern Recognition, 2019.[Link]

    • Chenqiang Gao

  • Yutian Lin, Zhedong Zheng, Hong Zhang, Chenqiang Gao, Yi Yang, "Bayesian query expansion for multi-camera person re-identification." Pattern Recognition Letters, 2020.[Link]

    • Chuchu Han

  • Chuchu Han, Zhedong Zheng, Changxin Gao, Nong Sang, Yi Yang, "Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search." AAAI, 2021.[Link]
  • Chuchu Han, Zhedong Zheng, Kai Su, Dongdong Yu, Zehuan Yuan, Changxin Gao, Nong Sang, Yi Yang, "DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search." IEEE Transactions on Pattern Analysis & Machine Intelligence, 2022.[Link]

    • Daiheng Gao

  • Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Pan Pan, Yi Yang, "Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis." CVPR, 2022.[Link]
  • Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Yi Yang, Tat-Seng Chua, "Multi-View Consistent Generative Adversarial Networks for Compositional 3D-aware Image Synthesis." IJCV, 2023.[Link]

    • Dongdong Yu

  • Chuchu Han, Zhedong Zheng, Kai Su, Dongdong Yu, Zehuan Yuan, Changxin Gao, Nong Sang, Yi Yang, "DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search." IEEE Transactions on Pattern Analysis & Machine Intelligence, 2022.[Link]

    • Errui Ding

  • Xuanmeng Zhang, Minyue Jiang, Zhedong Zheng, Xiao Tan, Errui Ding, Yi Yang, "Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective." arXiv:2012.07620, 2020.[Link]
  • Minyue Jiang*, Xuanmeng Zhang*, Yue Yu, Zechen Bai, Zhedong Zheng, Zhigang Wang, Jian Wang, Xiao Tan, Hao Sun, Errui Ding, Yi Yang, "Robust Vehicle Re-identification via Rigid Structure Prior." CVPR Workshop of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 2nd Place of Track 2), 2021.[Link]
  • Zhedong Zheng, Minyue Jiang, Zhigang Wang, Jian Wang, Zechen Bai, Xuanmeng Zhang, Xin Yu, Xiao Tan, Yi Yang, Shilei Wen, Errui Ding, "Going beyond real data: A robust visual representation for vehicle re-identification." CVPR Workshops of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 1st Place of Track 2), 2020.[Link]

    • Fei Wu

  • Zhedong Zheng, Liang Zheng, Yi Yang, Fei Wu, "U-turn: Crafting Adversarial Queries with Opposite-direction Features." International Journal of Computer Vision (IJCV), 2022.[Link]

    • Fei Yan

  • Xiaodong Wang, Hongmin Hu, Fei Yan, Junwen Lu, Zhiqiang Zeng, Weidong Hong, Zhedong Zheng, "UniAD: Integrating Geometric and Semantic Cues for Unified Anomaly Detection." ACM Multimedia, 2025.[Link]
  • Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang, "Soft Person Re-identification Network Pruning via Block-wise Adjacent Filter Decaying." IEEE Transactions on Cybernetics, 2022.[Link]
  • Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang, "Progressive local filter pruning for image retrieval acceleration." IEEE Transactions on Multimedia, 2023.[Link]

    • Feng Zheng

  • Jian Ma, Zhedong Zheng, Hao Fei, Feng Zheng, Tat-Seng Chua, Yi Yang, "Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion." arXiv:2207.06057, 2022.[Link]

    • Gangyi Ding

  • Jintao Sun, Hao Fei, Gangyi Ding, Zhedong Zheng, "From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search." Proceedings of the ACM on Web Conference, 2025.[Link]

    • Guiyu Zhang

  • Guiyu Zhang, Huan-ang Gao, Zijian Jiang, Hao Zhao, Zhedong Zheng, "Ctrl-u: Robust conditional image generation via uncertainty-aware reward modeling." ICLR, 2025.[Link]

    • Han Yi

  • Han Yi, Zhedong Zheng, Xiangyu Xu, Tat-Seng Chua, "Progressive Text-to-3D Generation for Automatic 3D Prototyping." arXiv:2309.14600, 2023.[Link]

    • Hang Yu

  • Ruiyang Zhang, Hu Zhang, Hang Yu, Zhedong Zheng, "Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene." Proceedings of the European conference on computer vision (ECCV), 2024.[Link]
  • Hang Yu, Jiahao Wen, Zhedong Zheng, "CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval." TIFS, 2025.[Link]

    • Hao Fei

  • Jintao Sun, Hao Fei, Gangyi Ding, Zhedong Zheng, "From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search." Proceedings of the ACM on Web Conference, 2025.[Link]
  • Jian Ma, Zhedong Zheng, Hao Fei, Feng Zheng, Tat-Seng Chua, Yi Yang, "Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion." arXiv:2207.06057, 2022.[Link]

    • Hao Ju

  • Hao Ju, Shaofei Huang, Si Liu, Zhedong Zheng, "Video2BEV: Transforming Drone Videos to BEVs for Video-based Geo-localization." ICCV, 2025.[Link]

    • Hao Sun

  • Minyue Jiang*, Xuanmeng Zhang*, Yue Yu, Zechen Bai, Zhedong Zheng, Zhigang Wang, Jian Wang, Xiao Tan, Hao Sun, Errui Ding, Yi Yang, "Robust Vehicle Re-identification via Rigid Structure Prior." CVPR Workshop of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 2nd Place of Track 2), 2021.[Link]

    • Hao Zhao

  • Guiyu Zhang, Huan-ang Gao, Zijian Jiang, Hao Zhao, Zhedong Zheng, "Ctrl-u: Robust conditional image generation via uncertainty-aware reward modeling." ICLR, 2025.[Link]

    • Haokun Lin

  • Yinan Zhou, Yaxiong Wang, Haokun Lin, Chen Ma, Li Zhu, Zhedong Zheng, "Scale Up Composed Image Retrieval Learning via Modification Text Generation." IEEE Transactions on Multimedia, 2025.[Link]

    • Hong Zhang

  • Yutian Lin, Zhedong Zheng, Hong Zhang, Chenqiang Gao, Yi Yang, "Bayesian query expansion for multi-camera person re-identification." Pattern Recognition Letters, 2020.[Link]

    • Hongmin Hu

  • Xiaodong Wang, Hongmin Hu, Fei Yan, Junwen Lu, Zhiqiang Zeng, Weidong Hong, Zhedong Zheng, "UniAD: Integrating Geometric and Semantic Cues for Unified Anomaly Detection." ACM Multimedia, 2025.[Link]

    • Hongtao Xie

  • Zhikun Huang, Zhedong Zheng, Chenggang Yan, Hongtao Xie, Yaoqi Sun, Jianzhong Wang, Jiyong Zhang, "Real-World Automatic Makeup via Identity Preservation Makeup Net." IJCAI, 2020.[Link]

    • Hongxia Yang

  • Shuai Bai, Zhedong Zheng, Xiaohan Wang, Junyang Lin, Zhu Zhang, Chang Zhou, Hongxia Yang, Yi Yang, "Connecting Language and Vision for Natural Language-Based Vehicle Retrieval." CVPR Workshop of AI City Challenge on Natural Language-Based Vehicle Retrieval (the 1st Place of Track 5), 2021.[Link]

    • Hu Zhang

  • Ruiyang Zhang, Hu Zhang, Zhedong Zheng, "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation." arXiv:2411.11919, 2024.[Link]
  • Ruiyang Zhang, Hu Zhang, Zhedong Zheng, "Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection." ICCV, 2025.[Link]
  • Ruiyang Zhang, Hu Zhang, Hang Yu, Zhedong Zheng, "Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene." Proceedings of the European conference on computer vision (ECCV), 2024.[Link]

    • Huan-ang Gao

  • Guiyu Zhang, Huan-ang Gao, Zijian Jiang, Hao Zhao, Zhedong Zheng, "Ctrl-u: Robust conditional image generation via uncertainty-aware reward modeling." ICLR, 2025.[Link]

    • Huaxin Pang

  • Xiaotong Chen, Na Cai, Zhedong Zheng, Huaxin Pang, Ying Qin, Shikui Wei, "Joint Attribute Graph Reasoning and Aggregation for Composed Image Retrieval." TMM, 2025.[Link]

    • Jan Kautz

  • Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz, "Joint discriminative and generative learning for person re-identification." CVPR, 2019.[Link]

    • Jiahao Wen

  • Hang Yu, Jiahao Wen, Zhedong Zheng, "CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval." TIFS, 2025.[Link]

    • Jian Ma

  • Jian Ma, Zhedong Zheng, Hao Fei, Feng Zheng, Tat-Seng Chua, Yi Yang, "Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion." arXiv:2207.06057, 2022.[Link]

    • Jian Wang

  • Minyue Jiang*, Xuanmeng Zhang*, Yue Yu, Zechen Bai, Zhedong Zheng, Zhigang Wang, Jian Wang, Xiao Tan, Hao Sun, Errui Ding, Yi Yang, "Robust Vehicle Re-identification via Rigid Structure Prior." CVPR Workshop of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 2nd Place of Track 2), 2021.[Link]
  • Zhedong Zheng, Minyue Jiang, Zhigang Wang, Jian Wang, Zechen Bai, Xuanmeng Zhang, Xin Yu, Xiao Tan, Yi Yang, Shilei Wen, Errui Ding, "Going beyond real data: A robust visual representation for vehicle re-identification." CVPR Workshops of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 1st Place of Track 2), 2020.[Link]

    • Jian Zhang

  • Yan Huang, Jingsong Xu, Qiang Wu, Zhedong Zheng, Zhaoxiang Zhang, Jian Zhang, "Multi-pseudo regularized label for generated data in person re-identification." IEEE Transactions on Image Processing (TIP), 2018.[Link]

    • Jianzhong Wang

  • Zhikun Huang, Zhedong Zheng, Chenggang Yan, Hongtao Xie, Yaoqi Sun, Jianzhong Wang, Jiyong Zhang, "Real-World Automatic Makeup via Identity Preservation Makeup Net." IJCAI, 2020.[Link]

    • Jiayin Zhu

  • Zhedong Zheng, Jiayin Zhu, Wei Ji, Yi Yang, Tat-Seng Chua, "3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective." arXiv:2204.13096, 2022.[Link]

    • Jingsong Xu

  • Yan Huang, Jingsong Xu, Qiang Wu, Zhedong Zheng, Zhaoxiang Zhang, Jian Zhang, "Multi-pseudo regularized label for generated data in person re-identification." IEEE Transactions on Image Processing (TIP), 2018.[Link]

    • Jinliang Lin

  • Jinliang Lin, Zhedong Zheng, Zhun Zhong, Zhiming Luo, Shaozi Li, Yi Yang, Sebe Nicu, "Joint Representation Learning and Keypoint Detection for Cross-view Geo-localization." IEEE Transactions on Image Processing, 2022.[Link]

    • Jinliang Liu

  • Jinliang Liu, Zhedong Zheng, Zongxin Yang, Yi Yang, "High Fidelity Makeup via 2D and 3D Identity Preservation Net." ACM TOMM, 2024.[Link]

    • Jintao Sun

  • Jintao Sun, Hao Fei, Gangyi Ding, Zhedong Zheng, "From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search." Proceedings of the ACM on Web Conference, 2025.[Link]

    • Jiyong Zhang

  • Zhikun Huang, Zhedong Zheng, Chenggang Yan, Hongtao Xie, Yaoqi Sun, Jianzhong Wang, Jiyong Zhang, "Real-World Automatic Makeup via Identity Preservation Makeup Net." IJCAI, 2020.[Link]
  • Tingyu Wang, Zhedong Zheng, Chenggang Yan, Jiyong Zhang, Yaoqi Sun, Bolun Zheng, Yi Yang, "Each part matters: Local patterns facilitate cross-view geo-localization." IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021.[Link]

    • Juncheng Li

  • Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua, "Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning." CVPR, 2023.[Link]

    • Junqing Yu

  • Yawei Luo, Zhedong Zheng, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang, "Macro-micro adversarial network for human parsing." ECCV, 2018.[Link]

    • Junwen Lu

  • Xiaodong Wang, Hongmin Hu, Fei Yan, Junwen Lu, Zhiqiang Zeng, Weidong Hong, Zhedong Zheng, "UniAD: Integrating Geometric and Semantic Cues for Unified Anomaly Detection." ACM Multimedia, 2025.[Link]

    • Junyang Lin

  • Shuai Bai, Zhedong Zheng, Xiaohan Wang, Junyang Lin, Zhu Zhang, Chang Zhou, Hongxia Yang, Yi Yang, "Connecting Language and Vision for Natural Language-Based Vehicle Retrieval." CVPR Workshop of AI City Challenge on Natural Language-Based Vehicle Retrieval (the 1st Place of Track 5), 2021.[Link]

    • Kai Su

  • Chuchu Han, Zhedong Zheng, Kai Su, Dongdong Yu, Zehuan Yuan, Changxin Gao, Nong Sang, Yi Yang, "DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search." IEEE Transactions on Pattern Analysis & Machine Intelligence, 2022.[Link]

    • Kezhou Lin

  • Kezhou Lin, Xiaohan Wang, Zhedong Zheng, Linchao Zhu, Yi Yang, "Less is More: Sparse Sampling for Dense Reaction Predictions." CVPR Workshop of Affective Understanding in Video on Evoked Expressions from Videos (EEV) Challenge (the 2nd Place), 2021.[Link]

    • Leigang Qu

  • Leigang Qu, Meng Liu, Wenjie Wang, Zhedong Zheng, Liqiang Nie, Tat-Seng Chua, "Learnable Pillar-based Re-ranking for Image-Text Retrieval." SIGIR, 2023.[Link]
  • Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua, "Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization." International Conference on Learning Representations (ICLR), 2024.[Link]

    • Leyang Jin

  • Leyang Jin, Wei Ji, Tat-seng Chua, Zhedong Zheng, "Coarse-to-Fine Cross-modality Generation for Enhancing Vehicle Re-Identification with High-Fidelity Synthetic Data." IEEE International Conference on Robotics and Automation, 2025.[Link]

    • Li Zhu

  • Shuyu Yang, Yaxiong Wang, Li Zhu, Zhedong Zheng, "Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search." ICCV, 2025.[Link]
  • Shuyu Yang, Yinan Zhou, Zhedong Zheng, Yaxiong Wang, Yujiao Wu, Li Zhu, "Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark." ACM MM, 2023.[Link]
  • Lingyu Liu, Yaxiong Wang, Li Zhu, Zhedong Zheng, "Every Painting Awakened: A Training-free Framework for Painting-to-Animation Generation." arXiv preprint arXiv:2503.23736, 2025.[Link]
  • Yinan Zhou, Yaxiong Wang, Haokun Lin, Chen Ma, Li Zhu, Zhedong Zheng, "Scale Up Composed Image Retrieval Learning via Modification Text Generation." IEEE Transactions on Multimedia, 2025.[Link]

    • Liang Zheng

  • Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz, "Joint discriminative and generative learning for person re-identification." CVPR, 2019.[Link]
  • Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang, "Camera style adaptation for person re-identification." CVPR, 2018.[Link]
  • Zhedong Zheng, Liang Zheng, Yi Yang, "Unlabeled samples generated by gan improve the person re-identification baseline in vitro." ICCV, 2017.[Link]
  • Yawei Luo, Zhedong Zheng, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang, "Macro-micro adversarial network for human parsing." ECCV, 2018.[Link]
  • Zhedong Zheng, Liang Zheng, Yi Yang, Fei Wu, "U-turn: Crafting Adversarial Queries with Opposite-direction Features." International Journal of Computer Vision (IJCV), 2022.[Link]
  • Zhedong Zheng, Liang Zheng, Michael Garrett, Yi Yang, Mingliang Xu, Yi-Dong Shen, "Dual-path convolutional image-text embeddings with instance loss." ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2020.[Link]
  • Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang, "Camstyle: A novel data augmentation method for person re-identification." IEEE Transactions on Image Processing (TIP), 2019.[Link]
  • Zhedong Zheng, Liang Zheng, Yi Yang, "Pedestrian alignment network for large-scale person re-identification." IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018.[Link]
  • Qingji Guan, Yaping Huang, Zhun Zhong, Zhedong Zheng, Liang Zheng, Yi Yang, "Thorax disease classification with attention guided convolutional neural network." Pattern Recognition Letters, 2020.[Link]
  • Yutian Lin, Liang Zheng, Zhedong Zheng, Yu Wu, Zhilan Hu, Chenggang Yan, Yi Yang, "Improving person re-identification by attribute and identity learning." Pattern Recognition, 2019.[Link]
  • Zhedong Zheng, Liang Zheng, Yi Yang, "A discriminatively learned CNN embedding for person reidentification." ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2018.[Link]

    • Lidong Zeng

  • Lidong Zeng, Zhedong Zheng, Yinwei Wei, Tat-seng Chua, "Instilling Multi-round Thinking to Text-guided Image Generation." arXiv:2401.08472, 2024.[Link]

    • Linchao Zhu

  • Kezhou Lin, Xiaohan Wang, Zhedong Zheng, Linchao Zhu, Yi Yang, "Less is More: Sparse Sampling for Dense Reaction Predictions." CVPR Workshop of Affective Understanding in Video on Evoked Expressions from Videos (EEV) Challenge (the 2nd Place), 2021.[Link]
  • Xu Zhang, Zhedong Zheng, Linchao Zhu, Yi Yang, "Collaborative group: Composed image retrieval via consensus learning from noisy annotations." Knowledge-based Systems, 2024.[Link]
  • Xiaohan Wang, Linchao Zhu, Zhedong Zheng, Mingliang Xu, Yi Yang, "Align and tell: Boosting text-video retrieval with local alignment and fine-grained supervision." IEEE Transactions on Multimedia, 2022.[Link]

    • Lingyu Liu

  • Lingyu Liu, Yaxiong Wang, Li Zhu, Zhedong Zheng, "Every Painting Awakened: A Training-free Framework for Painting-to-Animation Generation." arXiv preprint arXiv:2503.23736, 2025.[Link]

    • Liqiang Nie

  • Leigang Qu, Meng Liu, Wenjie Wang, Zhedong Zheng, Liqiang Nie, Tat-Seng Chua, "Learnable Pillar-based Re-ranking for Image-Text Retrieval." SIGIR, 2023.[Link]

    • Lizi Liao

  • Yuxia Wu, Tianhao Dai, Zhedong Zheng, Lizi Liao, "Active discovering new slots for task-oriented conversation." IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024.[Link]

    • Meng Chu

  • Meng Chu, Zhedong Zheng, Wei Ji, Tingyu Wang, Tat-Seng Chua, "Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching." Proceedings of the European conference on computer vision (ECCV), 2024.[Link]

    • Meng Liu

  • Leigang Qu, Meng Liu, Wenjie Wang, Zhedong Zheng, Liqiang Nie, Tat-Seng Chua, "Learnable Pillar-based Re-ranking for Image-Text Retrieval." SIGIR, 2023.[Link]

    • Mengze Li

  • Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua, "Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning." CVPR, 2023.[Link]

    • Michael Garrett

  • Zhedong Zheng, Liang Zheng, Michael Garrett, Yi Yang, Mingliang Xu, Yi-Dong Shen, "Dual-path convolutional image-text embeddings with instance loss." ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2020.[Link]

    • Mingliang Xu

  • Chao Sun, Zhedong Zheng, Xiaohan Wang, Mingliang Xu, Yi Yang, "Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes." IEEE Transactions on Multimedia, 2022.[Link]
  • Xiaohan Wang, Linchao Zhu, Zhedong Zheng, Mingliang Xu, Yi Yang, "Align and tell: Boosting text-video retrieval with local alignment and fine-grained supervision." IEEE Transactions on Multimedia, 2022.[Link]
  • Zhedong Zheng, Liang Zheng, Michael Garrett, Yi Yang, Mingliang Xu, Yi-Dong Shen, "Dual-path convolutional image-text embeddings with instance loss." ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2020.[Link]

    • Mingwu Ren

  • Bingwen Hu, Ping Liu, Zhedong Zheng, Mingwu Ren, "SPG-VTON: Semantic Prediction Guidance for Multi-pose Virtual Try-on." IEEE Transactions on Multimedia, 2022.[Link]
  • Bingwen Hu, Zhedong Zheng, Ping Liu, Wankou Yang, Mingwu Ren, "Unsupervised Eyeglasses Removal in the Wild." IEEE Transactions on Cybernetics, 2020.[Link]

    • Minyue Jiang

  • Xuanmeng Zhang, Minyue Jiang, Zhedong Zheng, Xiao Tan, Errui Ding, Yi Yang, "Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective." arXiv:2012.07620, 2020.[Link]
  • Minyue Jiang*, Xuanmeng Zhang*, Yue Yu, Zechen Bai, Zhedong Zheng, Zhigang Wang, Jian Wang, Xiao Tan, Hao Sun, Errui Ding, Yi Yang, "Robust Vehicle Re-identification via Rigid Structure Prior." CVPR Workshop of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 2nd Place of Track 2), 2021.[Link]
  • Zhedong Zheng, Minyue Jiang, Zhigang Wang, Jian Wang, Zechen Bai, Xuanmeng Zhang, Xin Yu, Xiao Tan, Yi Yang, Shilei Wen, Errui Ding, "Going beyond real data: A robust visual representation for vehicle re-identification." CVPR Workshops of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 1st Place of Track 2), 2020.[Link]
  • Xuanmeng Zhang, Zhedong Zheng, Minyue Jiang, Xiaoqing Ye, "Self-Ensembling Depth Completion via Density-aware Consistency." Pattern Recognition, 2024.[Link]

    • Mu Chen

  • Mu Chen, Zhedong Zheng, Yi Yang, "Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation." ACM Multimedia, 2024.[Link]
  • Mu Chen, Zhedong Zheng, Yi Yang, Tat-Seng Chua, "PiPa: Pixel-and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation." ACM MM, 2023.[Link]

    • Na Cai

  • Xiaotong Chen, Na Cai, Zhedong Zheng, Huaxin Pang, Ying Qin, Shikui Wei, "Joint Attribute Graph Reasoning and Aggregation for Composed Image Retrieval." TMM, 2025.[Link]

    • Nenggan Zheng

  • Zhedong Zheng, Xiaohan Wang, Nenggan Zheng, Yi Yang, "Parameter-Efficient Person Re-identification in the 3D Space." IEEE Transactions on Neural Networks and Learning Systems, 2022.[Link]

    • Nong Sang

  • Chuchu Han, Zhedong Zheng, Changxin Gao, Nong Sang, Yi Yang, "Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search." AAAI, 2021.[Link]
  • Chuchu Han, Zhedong Zheng, Kai Su, Dongdong Yu, Zehuan Yuan, Changxin Gao, Nong Sang, Yi Yang, "DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search." IEEE Transactions on Pattern Analysis & Machine Intelligence, 2022.[Link]

    • Pan Pan

  • Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Pan Pan, Yi Yang, "Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis." CVPR, 2022.[Link]

    • Ping Liu

  • Bingwen Hu, Ping Liu, Zhedong Zheng, Mingwu Ren, "SPG-VTON: Semantic Prediction Guidance for Multi-pose Virtual Try-on." IEEE Transactions on Multimedia, 2022.[Link]
  • Bingwen Hu, Zhedong Zheng, Ping Liu, Wankou Yang, Mingwu Ren, "Unsupervised Eyeglasses Removal in the Wild." IEEE Transactions on Cybernetics, 2020.[Link]

    • Qiang Wu

  • Yan Huang, Jingsong Xu, Qiang Wu, Zhedong Zheng, Zhaoxiang Zhang, Jian Zhang, "Multi-pseudo regularized label for generated data in person re-identification." IEEE Transactions on Image Processing (TIP), 2018.[Link]

    • Qingji Guan

  • Qingji Guan, Yaping Huang, Zhun Zhong, Zhedong Zheng, Liang Zheng, Yi Yang, "Thorax disease classification with attention guided convolutional neural network." Pattern Recognition Letters, 2020.[Link]

    • Renjie Liang

  • Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua, "Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning." CVPR, 2023.[Link]

    • Ruijie Quan

  • Chao Wang, Zhedong Zheng, Ruijie Quan, Yifan Sun, Yi Yang, "Context-aware Pretraining for Efficient Blind Image Decomposition." CVPR, 2023.[Link]
  • Chao Wang, Zhedong Zheng, Ruijie Quan, Yi Yang, "Depth-aware blind image decomposition for real-world adverse weather recovery." Proceedings of the European conference on computer vision (ECCV), 2024.[Link]

    • Ruiyang Zhang

  • Ruiyang Zhang, Hu Zhang, Zhedong Zheng, "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation." arXiv:2411.11919, 2024.[Link]
  • Ruiyang Zhang, Hu Zhang, Zhedong Zheng, "Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection." ICCV, 2025.[Link]
  • Ruiyang Zhang, Hu Zhang, Hang Yu, Zhedong Zheng, "Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene." Proceedings of the European conference on computer vision (ECCV), 2024.[Link]

    • Sebe Nicu

  • Jinliang Lin, Zhedong Zheng, Zhun Zhong, Zhiming Luo, Shaozi Li, Yi Yang, Sebe Nicu, "Joint Representation Learning and Keypoint Detection for Cross-view Geo-localization." IEEE Transactions on Image Processing, 2022.[Link]

    • Shaofei Huang

  • Hao Ju, Shaofei Huang, Si Liu, Zhedong Zheng, "Video2BEV: Transforming Drone Videos to BEVs for Video-based Geo-localization." ICCV, 2025.[Link]

    • Shaozi Li

  • Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang, "Camera style adaptation for person re-identification." CVPR, 2018.[Link]
  • Jinliang Lin, Zhedong Zheng, Zhun Zhong, Zhiming Luo, Shaozi Li, Yi Yang, Sebe Nicu, "Joint Representation Learning and Keypoint Detection for Cross-view Geo-localization." IEEE Transactions on Image Processing, 2022.[Link]
  • Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang, "Camstyle: A novel data augmentation method for person re-identification." IEEE Transactions on Image Processing (TIP), 2019.[Link]

    • Shengyu Zhang

  • Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua, "Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning." CVPR, 2023.[Link]

    • Shikui Wei

  • Xiaotong Chen, Na Cai, Zhedong Zheng, Huaxin Pang, Ying Qin, Shikui Wei, "Joint Attribute Graph Reasoning and Aggregation for Composed Image Retrieval." TMM, 2025.[Link]

    • Shilei Wen

  • Zhedong Zheng, Minyue Jiang, Zhigang Wang, Jian Wang, Zechen Bai, Xuanmeng Zhang, Xin Yu, Xiao Tan, Yi Yang, Shilei Wen, Errui Ding, "Going beyond real data: A robust visual representation for vehicle re-identification." CVPR Workshops of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 1st Place of Track 2), 2020.[Link]

    • Shuai Bai

  • Shuai Bai, Zhedong Zheng, Xiaohan Wang, Junyang Lin, Zhu Zhang, Chang Zhou, Hongxia Yang, Yi Yang, "Connecting Language and Vision for Natural Language-Based Vehicle Retrieval." CVPR Workshop of AI City Challenge on Natural Language-Based Vehicle Retrieval (the 1st Place of Track 5), 2021.[Link]

    • Shuyu Yang

  • Shuyu Yang, Yaxiong Wang, Li Zhu, Zhedong Zheng, "Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search." ICCV, 2025.[Link]
  • Shuyu Yang, Yinan Zhou, Zhedong Zheng, Yaxiong Wang, Yujiao Wu, Li Zhu, "Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark." ACM MM, 2023.[Link]

    • Si Liu

  • Hao Ju, Shaofei Huang, Si Liu, Zhedong Zheng, "Video2BEV: Transforming Drone Videos to BEVs for Video-based Geo-localization." ICCV, 2025.[Link]

    • Tao Guan

  • Yawei Luo, Zhedong Zheng, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang, "Macro-micro adversarial network for human parsing." ECCV, 2018.[Link]

    • Tao Mei

  • Zhedong Zheng, Tao Ruan, Yunchao Wei, Yi Yang, Tao Mei, "VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification." IEEE Transaction on Multimedia (TMM), 2020.[Link]

    • Tao Ruan

  • Zhedong Zheng, Tao Ruan, Yunchao Wei, Yi Yang, Tao Mei, "VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification." IEEE Transaction on Multimedia (TMM), 2020.[Link]

    • Tat-seng Chua

  • Leyang Jin, Wei Ji, Tat-seng Chua, Zhedong Zheng, "Coarse-to-Fine Cross-modality Generation for Enhancing Vehicle Re-Identification with High-Fidelity Synthetic Data." IEEE International Conference on Robotics and Automation, 2025.[Link]
  • Han Yi, Zhedong Zheng, Xiangyu Xu, Tat-Seng Chua, "Progressive Text-to-3D Generation for Automatic 3D Prototyping." arXiv:2309.14600, 2023.[Link]
  • Leigang Qu, Meng Liu, Wenjie Wang, Zhedong Zheng, Liqiang Nie, Tat-Seng Chua, "Learnable Pillar-based Re-ranking for Image-Text Retrieval." SIGIR, 2023.[Link]
  • Meng Chu, Zhedong Zheng, Wei Ji, Tingyu Wang, Tat-Seng Chua, "Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching." Proceedings of the European conference on computer vision (ECCV), 2024.[Link]
  • Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua, "Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning." CVPR, 2023.[Link]
  • Jian Ma, Zhedong Zheng, Hao Fei, Feng Zheng, Tat-Seng Chua, Yi Yang, "Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion." arXiv:2207.06057, 2022.[Link]
  • Zhedong Zheng, Jiayin Zhu, Wei Ji, Yi Yang, Tat-Seng Chua, "3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective." arXiv:2204.13096, 2022.[Link]
  • Mu Chen, Zhedong Zheng, Yi Yang, Tat-Seng Chua, "PiPa: Pixel-and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation." ACM MM, 2023.[Link]
  • Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua, "Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization." International Conference on Learning Representations (ICLR), 2024.[Link]
  • Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Yi Yang, Tat-Seng Chua, "Multi-View Consistent Generative Adversarial Networks for Compositional 3D-aware Image Synthesis." IJCV, 2023.[Link]
  • Lidong Zeng, Zhedong Zheng, Yinwei Wei, Tat-seng Chua, "Instilling Multi-round Thinking to Text-guided Image Generation." arXiv:2401.08472, 2024.[Link]
  • Tingyu Wang, Zhedong Zheng, Yaoqi Sun, Chenggang Yan, Yi Yang, Tat-Seng Chua, "Multiple-environment Self-adaptive Network for Aerial-view Geo-localization." Pattern Recognition, 2024.[Link]

    • Tianhao Dai

  • Yuxia Wu, Tianhao Dai, Zhedong Zheng, Lizi Liao, "Active discovering new slots for task-oriented conversation." IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024.[Link]

    • Tingyu Wang

  • Meng Chu, Zhedong Zheng, Wei Ji, Tingyu Wang, Tat-Seng Chua, "Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching." Proceedings of the European conference on computer vision (ECCV), 2024.[Link]
  • Tingyu Wang, Zhedong Zheng, Zunjie Zhu, Yuhan Gao, Yi Yang, Chenggang Yan, "Learning cross-view geo-localization embeddings via dynamic weighted decorrelation regularization." IEEE Transactions on Geoscience and Remote Sensing, 2024.[Link]
  • Tingyu Wang, Zhedong Zheng, Yaoqi Sun, Chenggang Yan, Yi Yang, Tat-Seng Chua, "Multiple-environment Self-adaptive Network for Aerial-view Geo-localization." Pattern Recognition, 2024.[Link]
  • Tingyu Wang, Zhedong Zheng, Chenggang Yan, Jiyong Zhang, Yaoqi Sun, Bolun Zheng, Yi Yang, "Each part matters: Local patterns facilitate cross-view geo-localization." IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021.[Link]

    • Wankou Yang

  • Bingwen Hu, Zhedong Zheng, Ping Liu, Wankou Yang, Mingwu Ren, "Unsupervised Eyeglasses Removal in the Wild." IEEE Transactions on Cybernetics, 2020.[Link]

    • Wei Ji

  • Leyang Jin, Wei Ji, Tat-seng Chua, Zhedong Zheng, "Coarse-to-Fine Cross-modality Generation for Enhancing Vehicle Re-Identification with High-Fidelity Synthetic Data." IEEE International Conference on Robotics and Automation, 2025.[Link]
  • Meng Chu, Zhedong Zheng, Wei Ji, Tingyu Wang, Tat-Seng Chua, "Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching." Proceedings of the European conference on computer vision (ECCV), 2024.[Link]
  • Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua, "Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning." CVPR, 2023.[Link]
  • Zhedong Zheng, Jiayin Zhu, Wei Ji, Yi Yang, Tat-Seng Chua, "3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective." arXiv:2204.13096, 2022.[Link]
  • Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua, "Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization." International Conference on Learning Representations (ICLR), 2024.[Link]

    • Weidong Hong

  • Xiaodong Wang, Hongmin Hu, Fei Yan, Junwen Lu, Zhiqiang Zeng, Weidong Hong, Zhedong Zheng, "UniAD: Integrating Geometric and Semantic Cues for Unified Anomaly Detection." ACM Multimedia, 2025.[Link]

    • Wenjie Wang

  • Leigang Qu, Meng Liu, Wenjie Wang, Zhedong Zheng, Liqiang Nie, Tat-Seng Chua, "Learnable Pillar-based Re-ranking for Image-Text Retrieval." SIGIR, 2023.[Link]

    • Wenqiao Zhang

  • Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua, "Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning." CVPR, 2023.[Link]

    • Xiangyu Xu

  • Han Yi, Zhedong Zheng, Xiangyu Xu, Tat-Seng Chua, "Progressive Text-to-3D Generation for Automatic 3D Prototyping." arXiv:2309.14600, 2023.[Link]

    • Xiao Tan

  • Xuanmeng Zhang, Minyue Jiang, Zhedong Zheng, Xiao Tan, Errui Ding, Yi Yang, "Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective." arXiv:2012.07620, 2020.[Link]
  • Minyue Jiang*, Xuanmeng Zhang*, Yue Yu, Zechen Bai, Zhedong Zheng, Zhigang Wang, Jian Wang, Xiao Tan, Hao Sun, Errui Ding, Yi Yang, "Robust Vehicle Re-identification via Rigid Structure Prior." CVPR Workshop of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 2nd Place of Track 2), 2021.[Link]
  • Zhedong Zheng, Minyue Jiang, Zhigang Wang, Jian Wang, Zechen Bai, Xuanmeng Zhang, Xin Yu, Xiao Tan, Yi Yang, Shilei Wen, Errui Ding, "Going beyond real data: A robust visual representation for vehicle re-identification." CVPR Workshops of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 1st Place of Track 2), 2020.[Link]

    • Xiaodong Wang

  • Xiaodong Wang, Hongmin Hu, Fei Yan, Junwen Lu, Zhiqiang Zeng, Weidong Hong, Zhedong Zheng, "UniAD: Integrating Geometric and Semantic Cues for Unified Anomaly Detection." ACM Multimedia, 2025.[Link]
  • Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang, "Soft Person Re-identification Network Pruning via Block-wise Adjacent Filter Decaying." IEEE Transactions on Cybernetics, 2022.[Link]
  • Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang, "Progressive local filter pruning for image retrieval acceleration." IEEE Transactions on Multimedia, 2023.[Link]

    • Xiaodong Yang

  • Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz, "Joint discriminative and generative learning for person re-identification." CVPR, 2019.[Link]

    • Xiaohan Wang

  • Kezhou Lin, Xiaohan Wang, Zhedong Zheng, Linchao Zhu, Yi Yang, "Less is More: Sparse Sampling for Dense Reaction Predictions." CVPR Workshop of Affective Understanding in Video on Evoked Expressions from Videos (EEV) Challenge (the 2nd Place), 2021.[Link]
  • Shuai Bai, Zhedong Zheng, Xiaohan Wang, Junyang Lin, Zhu Zhang, Chang Zhou, Hongxia Yang, Yi Yang, "Connecting Language and Vision for Natural Language-Based Vehicle Retrieval." CVPR Workshop of AI City Challenge on Natural Language-Based Vehicle Retrieval (the 1st Place of Track 5), 2021.[Link]
  • Chao Sun, Zhedong Zheng, Xiaohan Wang, Mingliang Xu, Yi Yang, "Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes." IEEE Transactions on Multimedia, 2022.[Link]
  • Xiaohan Wang, Linchao Zhu, Zhedong Zheng, Mingliang Xu, Yi Yang, "Align and tell: Boosting text-video retrieval with local alignment and fine-grained supervision." IEEE Transactions on Multimedia, 2022.[Link]
  • Yucheng Suo, Zhedong Zheng, Xiaohan Wang, Bang Zhang, Yi Yang, "Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation." ACM TOMM, 2024.[Link]
  • Zhedong Zheng, Xiaohan Wang, Nenggan Zheng, Yi Yang, "Parameter-Efficient Person Re-identification in the 3D Space." IEEE Transactions on Neural Networks and Learning Systems, 2022.[Link]

    • Xiaolong Shen

  • Xiaolong Shen, Zhedong Zheng, Yi Yang, "StepNet: Spatial-temporal Part-aware Network for Sign Language Recognition." ACM TOMM, 2024.[Link]

    • Xiaoqing Ye

  • Xuanmeng Zhang, Zhedong Zheng, Minyue Jiang, Xiaoqing Ye, "Self-Ensembling Depth Completion via Density-aware Consistency." Pattern Recognition, 2024.[Link]

    • Xiaotong Chen

  • Xiaotong Chen, Na Cai, Zhedong Zheng, Huaxin Pang, Ying Qin, Shikui Wei, "Joint Attribute Graph Reasoning and Aggregation for Composed Image Retrieval." TMM, 2025.[Link]

    • Xin Yu

  • Zhedong Zheng, Minyue Jiang, Zhigang Wang, Jian Wang, Zechen Bai, Xuanmeng Zhang, Xin Yu, Xiao Tan, Yi Yang, Shilei Wen, Errui Ding, "Going beyond real data: A robust visual representation for vehicle re-identification." CVPR Workshops of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 1st Place of Track 2), 2020.[Link]

    • Xu Zhang

  • Xu Zhang, Zhedong Zheng, Linchao Zhu, Yi Yang, "Collaborative group: Composed image retrieval via consensus learning from noisy annotations." Knowledge-based Systems, 2024.[Link]

    • Xuanmeng Zhang

  • Xuanmeng Zhang, Minyue Jiang, Zhedong Zheng, Xiao Tan, Errui Ding, Yi Yang, "Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective." arXiv:2012.07620, 2020.[Link]
  • Minyue Jiang*, Xuanmeng Zhang*, Yue Yu, Zechen Bai, Zhedong Zheng, Zhigang Wang, Jian Wang, Xiao Tan, Hao Sun, Errui Ding, Yi Yang, "Robust Vehicle Re-identification via Rigid Structure Prior." CVPR Workshop of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 2nd Place of Track 2), 2021.[Link]
  • Zhedong Zheng, Minyue Jiang, Zhigang Wang, Jian Wang, Zechen Bai, Xuanmeng Zhang, Xin Yu, Xiao Tan, Yi Yang, Shilei Wen, Errui Ding, "Going beyond real data: A robust visual representation for vehicle re-identification." CVPR Workshops of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 1st Place of Track 2), 2020.[Link]
  • Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Pan Pan, Yi Yang, "Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis." CVPR, 2022.[Link]
  • Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Yi Yang, Tat-Seng Chua, "Multi-View Consistent Generative Adversarial Networks for Compositional 3D-aware Image Synthesis." IJCV, 2023.[Link]
  • Xuanmeng Zhang, Zhedong Zheng, Minyue Jiang, Xiaoqing Ye, "Self-Ensembling Depth Completion via Density-aware Consistency." Pattern Recognition, 2024.[Link]

    • Yan Huang

  • Yan Huang, Jingsong Xu, Qiang Wu, Zhedong Zheng, Zhaoxiang Zhang, Jian Zhang, "Multi-pseudo regularized label for generated data in person re-identification." IEEE Transactions on Image Processing (TIP), 2018.[Link]

    • Yang He

  • Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang, "Soft Person Re-identification Network Pruning via Block-wise Adjacent Filter Decaying." IEEE Transactions on Cybernetics, 2022.[Link]
  • Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang, "Progressive local filter pruning for image retrieval acceleration." IEEE Transactions on Multimedia, 2023.[Link]

    • Yaoqi Sun

  • Zhikun Huang, Zhedong Zheng, Chenggang Yan, Hongtao Xie, Yaoqi Sun, Jianzhong Wang, Jiyong Zhang, "Real-World Automatic Makeup via Identity Preservation Makeup Net." IJCAI, 2020.[Link]
  • Tingyu Wang, Zhedong Zheng, Yaoqi Sun, Chenggang Yan, Yi Yang, Tat-Seng Chua, "Multiple-environment Self-adaptive Network for Aerial-view Geo-localization." Pattern Recognition, 2024.[Link]
  • Tingyu Wang, Zhedong Zheng, Chenggang Yan, Jiyong Zhang, Yaoqi Sun, Bolun Zheng, Yi Yang, "Each part matters: Local patterns facilitate cross-view geo-localization." IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021.[Link]

    • Yaping Huang

  • Qingji Guan, Yaping Huang, Zhun Zhong, Zhedong Zheng, Liang Zheng, Yi Yang, "Thorax disease classification with attention guided convolutional neural network." Pattern Recognition Letters, 2020.[Link]

    • Yawei Luo

  • Yawei Luo, Zhedong Zheng, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang, "Macro-micro adversarial network for human parsing." ECCV, 2018.[Link]

    • Yaxiong Wang

  • Shuyu Yang, Yaxiong Wang, Li Zhu, Zhedong Zheng, "Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search." ICCV, 2025.[Link]
  • Shuyu Yang, Yinan Zhou, Zhedong Zheng, Yaxiong Wang, Yujiao Wu, Li Zhu, "Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark." ACM MM, 2023.[Link]
  • Lingyu Liu, Yaxiong Wang, Li Zhu, Zhedong Zheng, "Every Painting Awakened: A Training-free Framework for Painting-to-Animation Generation." arXiv preprint arXiv:2503.23736, 2025.[Link]
  • Yinan Zhou, Yaxiong Wang, Haokun Lin, Chen Ma, Li Zhu, Zhedong Zheng, "Scale Up Composed Image Retrieval Learning via Modification Text Generation." IEEE Transactions on Multimedia, 2025.[Link]

    • Yi-Dong Shen

  • Zhedong Zheng, Liang Zheng, Michael Garrett, Yi Yang, Mingliang Xu, Yi-Dong Shen, "Dual-path convolutional image-text embeddings with instance loss." ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2020.[Link]

    • Yi Yang

  • Xuanmeng Zhang, Minyue Jiang, Zhedong Zheng, Xiao Tan, Errui Ding, Yi Yang, "Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective." arXiv:2012.07620, 2020.[Link]
  • Mu Chen, Zhedong Zheng, Yi Yang, "Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation." ACM Multimedia, 2024.[Link]
  • Chao Wang, Zhedong Zheng, Ruijie Quan, Yifan Sun, Yi Yang, "Context-aware Pretraining for Efficient Blind Image Decomposition." CVPR, 2023.[Link]
  • Chao Wang, Zhedong Zheng, Ruijie Quan, Yi Yang, "Depth-aware blind image decomposition for real-world adverse weather recovery." Proceedings of the European conference on computer vision (ECCV), 2024.[Link]
  • Jian Ma, Zhedong Zheng, Hao Fei, Feng Zheng, Tat-Seng Chua, Yi Yang, "Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion." arXiv:2207.06057, 2022.[Link]
  • Zhedong Zheng, Jiayin Zhu, Wei Ji, Yi Yang, Tat-Seng Chua, "3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective." arXiv:2204.13096, 2022.[Link]
  • Mu Chen, Zhedong Zheng, Yi Yang, Tat-Seng Chua, "PiPa: Pixel-and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation." ACM MM, 2023.[Link]
  • Kezhou Lin, Xiaohan Wang, Zhedong Zheng, Linchao Zhu, Yi Yang, "Less is More: Sparse Sampling for Dense Reaction Predictions." CVPR Workshop of Affective Understanding in Video on Evoked Expressions from Videos (EEV) Challenge (the 2nd Place), 2021.[Link]
  • Shuai Bai, Zhedong Zheng, Xiaohan Wang, Junyang Lin, Zhu Zhang, Chang Zhou, Hongxia Yang, Yi Yang, "Connecting Language and Vision for Natural Language-Based Vehicle Retrieval." CVPR Workshop of AI City Challenge on Natural Language-Based Vehicle Retrieval (the 1st Place of Track 5), 2021.[Link]
  • Minyue Jiang*, Xuanmeng Zhang*, Yue Yu, Zechen Bai, Zhedong Zheng, Zhigang Wang, Jian Wang, Xiao Tan, Hao Sun, Errui Ding, Yi Yang, "Robust Vehicle Re-identification via Rigid Structure Prior." CVPR Workshop of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 2nd Place of Track 2), 2021.[Link]
  • Zhedong Zheng, Minyue Jiang, Zhigang Wang, Jian Wang, Zechen Bai, Xuanmeng Zhang, Xin Yu, Xiao Tan, Yi Yang, Shilei Wen, Errui Ding, "Going beyond real data: A robust visual representation for vehicle re-identification." CVPR Workshops of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 1st Place of Track 2), 2020.[Link]
  • Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Pan Pan, Yi Yang, "Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis." CVPR, 2022.[Link]
  • Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz, "Joint discriminative and generative learning for person re-identification." CVPR, 2019.[Link]
  • Chuchu Han, Zhedong Zheng, Changxin Gao, Nong Sang, Yi Yang, "Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search." AAAI, 2021.[Link]
  • Zhedong Zheng, Yunchao Wei, Yi Yang, "University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization." ACM MM, 2020.[Link]
  • Zhedong Zheng, Yi Yang, "Unsupervised scene adaptation with memory regularization in vivo." IJCAI, 2020.[Link]
  • Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang, "Camera style adaptation for person re-identification." CVPR, 2018.[Link]
  • Zhedong Zheng, Liang Zheng, Yi Yang, "Unlabeled samples generated by gan improve the person re-identification baseline in vitro." ICCV, 2017.[Link]
  • Yawei Luo, Zhedong Zheng, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang, "Macro-micro adversarial network for human parsing." ECCV, 2018.[Link]
  • Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Yi Yang, Tat-Seng Chua, "Multi-View Consistent Generative Adversarial Networks for Compositional 3D-aware Image Synthesis." IJCV, 2023.[Link]
  • Xiaolong Shen, Zhedong Zheng, Yi Yang, "StepNet: Spatial-temporal Part-aware Network for Sign Language Recognition." ACM TOMM, 2024.[Link]
  • Tingyu Wang, Zhedong Zheng, Zunjie Zhu, Yuhan Gao, Yi Yang, Chenggang Yan, "Learning cross-view geo-localization embeddings via dynamic weighted decorrelation regularization." IEEE Transactions on Geoscience and Remote Sensing, 2024.[Link]
  • Xu Zhang, Zhedong Zheng, Linchao Zhu, Yi Yang, "Collaborative group: Composed image retrieval via consensus learning from noisy annotations." Knowledge-based Systems, 2024.[Link]
  • Jinliang Liu, Zhedong Zheng, Zongxin Yang, Yi Yang, "High Fidelity Makeup via 2D and 3D Identity Preservation Net." ACM TOMM, 2024.[Link]
  • Tingyu Wang, Zhedong Zheng, Yaoqi Sun, Chenggang Yan, Yi Yang, Tat-Seng Chua, "Multiple-environment Self-adaptive Network for Aerial-view Geo-localization." Pattern Recognition, 2024.[Link]
  • Zhedong Zheng, Liang Zheng, Yi Yang, Fei Wu, "U-turn: Crafting Adversarial Queries with Opposite-direction Features." International Journal of Computer Vision (IJCV), 2022.[Link]
  • Jinliang Lin, Zhedong Zheng, Zhun Zhong, Zhiming Luo, Shaozi Li, Yi Yang, Sebe Nicu, "Joint Representation Learning and Keypoint Detection for Cross-view Geo-localization." IEEE Transactions on Image Processing, 2022.[Link]
  • Chuchu Han, Zhedong Zheng, Kai Su, Dongdong Yu, Zehuan Yuan, Changxin Gao, Nong Sang, Yi Yang, "DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search." IEEE Transactions on Pattern Analysis & Machine Intelligence, 2022.[Link]
  • Chao Sun, Zhedong Zheng, Xiaohan Wang, Mingliang Xu, Yi Yang, "Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes." IEEE Transactions on Multimedia, 2022.[Link]
  • Xiaohan Wang, Linchao Zhu, Zhedong Zheng, Mingliang Xu, Yi Yang, "Align and tell: Boosting text-video retrieval with local alignment and fine-grained supervision." IEEE Transactions on Multimedia, 2022.[Link]
  • Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang, "Soft Person Re-identification Network Pruning via Block-wise Adjacent Filter Decaying." IEEE Transactions on Cybernetics, 2022.[Link]
  • Yucheng Suo, Zhedong Zheng, Xiaohan Wang, Bang Zhang, Yi Yang, "Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation." ACM TOMM, 2024.[Link]
  • Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang, "Progressive local filter pruning for image retrieval acceleration." IEEE Transactions on Multimedia, 2023.[Link]
  • Zhedong Zheng, Yi Yang, "Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation." IEEE Transactions on Image Processing, 2022.[Link]
  • Zhedong Zheng, Xiaohan Wang, Nenggan Zheng, Yi Yang, "Parameter-Efficient Person Re-identification in the 3D Space." IEEE Transactions on Neural Networks and Learning Systems, 2022.[Link]
  • Zhedong Zheng, Yi Yang, "Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation." International Journal of Computer Vision (IJCV), 2021.[Link]
  • Tingyu Wang, Zhedong Zheng, Chenggang Yan, Jiyong Zhang, Yaoqi Sun, Bolun Zheng, Yi Yang, "Each part matters: Local patterns facilitate cross-view geo-localization." IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021.[Link]
  • Zhedong Zheng, Liang Zheng, Michael Garrett, Yi Yang, Mingliang Xu, Yi-Dong Shen, "Dual-path convolutional image-text embeddings with instance loss." ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2020.[Link]
  • Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang, "Camstyle: A novel data augmentation method for person re-identification." IEEE Transactions on Image Processing (TIP), 2019.[Link]
  • Zhedong Zheng, Liang Zheng, Yi Yang, "Pedestrian alignment network for large-scale person re-identification." IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018.[Link]
  • Qingji Guan, Yaping Huang, Zhun Zhong, Zhedong Zheng, Liang Zheng, Yi Yang, "Thorax disease classification with attention guided convolutional neural network." Pattern Recognition Letters, 2020.[Link]
  • Yutian Lin, Liang Zheng, Zhedong Zheng, Yu Wu, Zhilan Hu, Chenggang Yan, Yi Yang, "Improving person re-identification by attribute and identity learning." Pattern Recognition, 2019.[Link]
  • Yutian Lin, Zhedong Zheng, Hong Zhang, Chenqiang Gao, Yi Yang, "Bayesian query expansion for multi-camera person re-identification." Pattern Recognition Letters, 2020.[Link]
  • Zhedong Zheng, Liang Zheng, Yi Yang, "A discriminatively learned CNN embedding for person reidentification." ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2018.[Link]
  • Zhedong Zheng, Tao Ruan, Yunchao Wei, Yi Yang, Tao Mei, "VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification." IEEE Transaction on Multimedia (TMM), 2020.[Link]

    • Yifan Sun

  • Chao Wang, Zhedong Zheng, Ruijie Quan, Yifan Sun, Yi Yang, "Context-aware Pretraining for Efficient Blind Image Decomposition." CVPR, 2023.[Link]

    • Yinan Zhou

  • Shuyu Yang, Yinan Zhou, Zhedong Zheng, Yaxiong Wang, Yujiao Wu, Li Zhu, "Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark." ACM MM, 2023.[Link]
  • Yinan Zhou, Yaxiong Wang, Haokun Lin, Chen Ma, Li Zhu, Zhedong Zheng, "Scale Up Composed Image Retrieval Learning via Modification Text Generation." IEEE Transactions on Multimedia, 2025.[Link]

    • Ying Qin

  • Xiaotong Chen, Na Cai, Zhedong Zheng, Huaxin Pang, Ying Qin, Shikui Wei, "Joint Attribute Graph Reasoning and Aggregation for Composed Image Retrieval." TMM, 2025.[Link]

    • Yinwei Wei

  • Lidong Zeng, Zhedong Zheng, Yinwei Wei, Tat-seng Chua, "Instilling Multi-round Thinking to Text-guided Image Generation." arXiv:2401.08472, 2024.[Link]

    • Yiyang Chen

  • Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua, "Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization." International Conference on Learning Representations (ICLR), 2024.[Link]

    • Yu Wu

  • Yutian Lin, Liang Zheng, Zhedong Zheng, Yu Wu, Zhilan Hu, Chenggang Yan, Yi Yang, "Improving person re-identification by attribute and identity learning." Pattern Recognition, 2019.[Link]

    • Yucheng Suo

  • Yucheng Suo, Zhedong Zheng, Xiaohan Wang, Bang Zhang, Yi Yang, "Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation." ACM TOMM, 2024.[Link]

    • Yue Yu

  • Minyue Jiang*, Xuanmeng Zhang*, Yue Yu, Zechen Bai, Zhedong Zheng, Zhigang Wang, Jian Wang, Xiao Tan, Hao Sun, Errui Ding, Yi Yang, "Robust Vehicle Re-identification via Rigid Structure Prior." CVPR Workshop of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 2nd Place of Track 2), 2021.[Link]

    • Yuhan Gao

  • Tingyu Wang, Zhedong Zheng, Zunjie Zhu, Yuhan Gao, Yi Yang, Chenggang Yan, "Learning cross-view geo-localization embeddings via dynamic weighted decorrelation regularization." IEEE Transactions on Geoscience and Remote Sensing, 2024.[Link]

    • Yujiao Wu

  • Shuyu Yang, Yinan Zhou, Zhedong Zheng, Yaxiong Wang, Yujiao Wu, Li Zhu, "Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark." ACM MM, 2023.[Link]

    • Yunchao Wei

  • Zhedong Zheng, Yunchao Wei, Yi Yang, "University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization." ACM MM, 2020.[Link]
  • Zhedong Zheng, Tao Ruan, Yunchao Wei, Yi Yang, Tao Mei, "VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification." IEEE Transaction on Multimedia (TMM), 2020.[Link]

    • Yutian Lin

  • Yutian Lin, Liang Zheng, Zhedong Zheng, Yu Wu, Zhilan Hu, Chenggang Yan, Yi Yang, "Improving person re-identification by attribute and identity learning." Pattern Recognition, 2019.[Link]
  • Yutian Lin, Zhedong Zheng, Hong Zhang, Chenqiang Gao, Yi Yang, "Bayesian query expansion for multi-camera person re-identification." Pattern Recognition Letters, 2020.[Link]

    • Yuxia Wu

  • Yuxia Wu, Tianhao Dai, Zhedong Zheng, Lizi Liao, "Active discovering new slots for task-oriented conversation." IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024.[Link]

    • Zechen Bai

  • Minyue Jiang*, Xuanmeng Zhang*, Yue Yu, Zechen Bai, Zhedong Zheng, Zhigang Wang, Jian Wang, Xiao Tan, Hao Sun, Errui Ding, Yi Yang, "Robust Vehicle Re-identification via Rigid Structure Prior." CVPR Workshop of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 2nd Place of Track 2), 2021.[Link]
  • Zhedong Zheng, Minyue Jiang, Zhigang Wang, Jian Wang, Zechen Bai, Xuanmeng Zhang, Xin Yu, Xiao Tan, Yi Yang, Shilei Wen, Errui Ding, "Going beyond real data: A robust visual representation for vehicle re-identification." CVPR Workshops of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 1st Place of Track 2), 2020.[Link]

    • Zehuan Yuan

  • Chuchu Han, Zhedong Zheng, Kai Su, Dongdong Yu, Zehuan Yuan, Changxin Gao, Nong Sang, Yi Yang, "DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search." IEEE Transactions on Pattern Analysis & Machine Intelligence, 2022.[Link]

    • Zhaoxiang Zhang

  • Yan Huang, Jingsong Xu, Qiang Wu, Zhedong Zheng, Zhaoxiang Zhang, Jian Zhang, "Multi-pseudo regularized label for generated data in person re-identification." IEEE Transactions on Image Processing (TIP), 2018.[Link]

    • Zhedong Zheng

  • Xiaodong Wang, Hongmin Hu, Fei Yan, Junwen Lu, Zhiqiang Zeng, Weidong Hong, Zhedong Zheng, "UniAD: Integrating Geometric and Semantic Cues for Unified Anomaly Detection." ACM Multimedia, 2025.[Link]
  • Shuyu Yang, Yaxiong Wang, Li Zhu, Zhedong Zheng, "Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search." ICCV, 2025.[Link]
  • Leyang Jin, Wei Ji, Tat-seng Chua, Zhedong Zheng, "Coarse-to-Fine Cross-modality Generation for Enhancing Vehicle Re-Identification with High-Fidelity Synthetic Data." IEEE International Conference on Robotics and Automation, 2025.[Link]
  • Jintao Sun, Hao Fei, Gangyi Ding, Zhedong Zheng, "From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search." Proceedings of the ACM on Web Conference, 2025.[Link]
  • Hao Ju, Shaofei Huang, Si Liu, Zhedong Zheng, "Video2BEV: Transforming Drone Videos to BEVs for Video-based Geo-localization." ICCV, 2025.[Link]
  • Guiyu Zhang, Huan-ang Gao, Zijian Jiang, Hao Zhao, Zhedong Zheng, "Ctrl-u: Robust conditional image generation via uncertainty-aware reward modeling." ICLR, 2025.[Link]
  • Ruiyang Zhang, Hu Zhang, Zhedong Zheng, "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation." arXiv:2411.11919, 2024.[Link]
  • Xuanmeng Zhang, Minyue Jiang, Zhedong Zheng, Xiao Tan, Errui Ding, Yi Yang, "Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective." arXiv:2012.07620, 2020.[Link]
  • Ruiyang Zhang, Hu Zhang, Zhedong Zheng, "Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection." ICCV, 2025.[Link]
  • Mu Chen, Zhedong Zheng, Yi Yang, "Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation." ACM Multimedia, 2024.[Link]
  • Han Yi, Zhedong Zheng, Xiangyu Xu, Tat-Seng Chua, "Progressive Text-to-3D Generation for Automatic 3D Prototyping." arXiv:2309.14600, 2023.[Link]
  • Leigang Qu, Meng Liu, Wenjie Wang, Zhedong Zheng, Liqiang Nie, Tat-Seng Chua, "Learnable Pillar-based Re-ranking for Image-Text Retrieval." SIGIR, 2023.[Link]
  • Chao Wang, Zhedong Zheng, Ruijie Quan, Yifan Sun, Yi Yang, "Context-aware Pretraining for Efficient Blind Image Decomposition." CVPR, 2023.[Link]
  • Meng Chu, Zhedong Zheng, Wei Ji, Tingyu Wang, Tat-Seng Chua, "Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching." Proceedings of the European conference on computer vision (ECCV), 2024.[Link]
  • Chao Wang, Zhedong Zheng, Ruijie Quan, Yi Yang, "Depth-aware blind image decomposition for real-world adverse weather recovery." Proceedings of the European conference on computer vision (ECCV), 2024.[Link]
  • Ruiyang Zhang, Hu Zhang, Hang Yu, Zhedong Zheng, "Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene." Proceedings of the European conference on computer vision (ECCV), 2024.[Link]
  • Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua, "Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning." CVPR, 2023.[Link]
  • Jian Ma, Zhedong Zheng, Hao Fei, Feng Zheng, Tat-Seng Chua, Yi Yang, "Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion." arXiv:2207.06057, 2022.[Link]
  • Zhedong Zheng, Jiayin Zhu, Wei Ji, Yi Yang, Tat-Seng Chua, "3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective." arXiv:2204.13096, 2022.[Link]
  • Mu Chen, Zhedong Zheng, Yi Yang, Tat-Seng Chua, "PiPa: Pixel-and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation." ACM MM, 2023.[Link]
  • Kezhou Lin, Xiaohan Wang, Zhedong Zheng, Linchao Zhu, Yi Yang, "Less is More: Sparse Sampling for Dense Reaction Predictions." CVPR Workshop of Affective Understanding in Video on Evoked Expressions from Videos (EEV) Challenge (the 2nd Place), 2021.[Link]
  • Shuai Bai, Zhedong Zheng, Xiaohan Wang, Junyang Lin, Zhu Zhang, Chang Zhou, Hongxia Yang, Yi Yang, "Connecting Language and Vision for Natural Language-Based Vehicle Retrieval." CVPR Workshop of AI City Challenge on Natural Language-Based Vehicle Retrieval (the 1st Place of Track 5), 2021.[Link]
  • Minyue Jiang*, Xuanmeng Zhang*, Yue Yu, Zechen Bai, Zhedong Zheng, Zhigang Wang, Jian Wang, Xiao Tan, Hao Sun, Errui Ding, Yi Yang, "Robust Vehicle Re-identification via Rigid Structure Prior." CVPR Workshop of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 2nd Place of Track 2), 2021.[Link]
  • Zhedong Zheng, Minyue Jiang, Zhigang Wang, Jian Wang, Zechen Bai, Xuanmeng Zhang, Xin Yu, Xiao Tan, Yi Yang, Shilei Wen, Errui Ding, "Going beyond real data: A robust visual representation for vehicle re-identification." CVPR Workshops of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 1st Place of Track 2), 2020.[Link]
  • Shuyu Yang, Yinan Zhou, Zhedong Zheng, Yaxiong Wang, Yujiao Wu, Li Zhu, "Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark." ACM MM, 2023.[Link]
  • Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Pan Pan, Yi Yang, "Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis." CVPR, 2022.[Link]
  • Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz, "Joint discriminative and generative learning for person re-identification." CVPR, 2019.[Link]
  • Chuchu Han, Zhedong Zheng, Changxin Gao, Nong Sang, Yi Yang, "Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search." AAAI, 2021.[Link]
  • Zhedong Zheng, Yunchao Wei, Yi Yang, "University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization." ACM MM, 2020.[Link]
  • Zhedong Zheng, Yi Yang, "Unsupervised scene adaptation with memory regularization in vivo." IJCAI, 2020.[Link]
  • Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua, "Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization." International Conference on Learning Representations (ICLR), 2024.[Link]
  • Zhikun Huang, Zhedong Zheng, Chenggang Yan, Hongtao Xie, Yaoqi Sun, Jianzhong Wang, Jiyong Zhang, "Real-World Automatic Makeup via Identity Preservation Makeup Net." IJCAI, 2020.[Link]
  • Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang, "Camera style adaptation for person re-identification." CVPR, 2018.[Link]
  • Zhedong Zheng, Liang Zheng, Yi Yang, "Unlabeled samples generated by gan improve the person re-identification baseline in vitro." ICCV, 2017.[Link]
  • Yawei Luo, Zhedong Zheng, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang, "Macro-micro adversarial network for human parsing." ECCV, 2018.[Link]
  • Hang Yu, Jiahao Wen, Zhedong Zheng, "CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval." TIFS, 2025.[Link]
  • Xiaotong Chen, Na Cai, Zhedong Zheng, Huaxin Pang, Ying Qin, Shikui Wei, "Joint Attribute Graph Reasoning and Aggregation for Composed Image Retrieval." TMM, 2025.[Link]
  • Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Yi Yang, Tat-Seng Chua, "Multi-View Consistent Generative Adversarial Networks for Compositional 3D-aware Image Synthesis." IJCV, 2023.[Link]
  • Lingyu Liu, Yaxiong Wang, Li Zhu, Zhedong Zheng, "Every Painting Awakened: A Training-free Framework for Painting-to-Animation Generation." arXiv preprint arXiv:2503.23736, 2025.[Link]
  • Yinan Zhou, Yaxiong Wang, Haokun Lin, Chen Ma, Li Zhu, Zhedong Zheng, "Scale Up Composed Image Retrieval Learning via Modification Text Generation." IEEE Transactions on Multimedia, 2025.[Link]
  • Xiaolong Shen, Zhedong Zheng, Yi Yang, "StepNet: Spatial-temporal Part-aware Network for Sign Language Recognition." ACM TOMM, 2024.[Link]
  • Tingyu Wang, Zhedong Zheng, Zunjie Zhu, Yuhan Gao, Yi Yang, Chenggang Yan, "Learning cross-view geo-localization embeddings via dynamic weighted decorrelation regularization." IEEE Transactions on Geoscience and Remote Sensing, 2024.[Link]
  • Lidong Zeng, Zhedong Zheng, Yinwei Wei, Tat-seng Chua, "Instilling Multi-round Thinking to Text-guided Image Generation." arXiv:2401.08472, 2024.[Link]
  • Xu Zhang, Zhedong Zheng, Linchao Zhu, Yi Yang, "Collaborative group: Composed image retrieval via consensus learning from noisy annotations." Knowledge-based Systems, 2024.[Link]
  • Jinliang Liu, Zhedong Zheng, Zongxin Yang, Yi Yang, "High Fidelity Makeup via 2D and 3D Identity Preservation Net." ACM TOMM, 2024.[Link]
  • Xuanmeng Zhang, Zhedong Zheng, Minyue Jiang, Xiaoqing Ye, "Self-Ensembling Depth Completion via Density-aware Consistency." Pattern Recognition, 2024.[Link]
  • Tingyu Wang, Zhedong Zheng, Yaoqi Sun, Chenggang Yan, Yi Yang, Tat-Seng Chua, "Multiple-environment Self-adaptive Network for Aerial-view Geo-localization." Pattern Recognition, 2024.[Link]
  • Zhedong Zheng, Liang Zheng, Yi Yang, Fei Wu, "U-turn: Crafting Adversarial Queries with Opposite-direction Features." International Journal of Computer Vision (IJCV), 2022.[Link]
  • Jinliang Lin, Zhedong Zheng, Zhun Zhong, Zhiming Luo, Shaozi Li, Yi Yang, Sebe Nicu, "Joint Representation Learning and Keypoint Detection for Cross-view Geo-localization." IEEE Transactions on Image Processing, 2022.[Link]
  • Chuchu Han, Zhedong Zheng, Kai Su, Dongdong Yu, Zehuan Yuan, Changxin Gao, Nong Sang, Yi Yang, "DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search." IEEE Transactions on Pattern Analysis & Machine Intelligence, 2022.[Link]
  • Chao Sun, Zhedong Zheng, Xiaohan Wang, Mingliang Xu, Yi Yang, "Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes." IEEE Transactions on Multimedia, 2022.[Link]
  • Bingwen Hu, Ping Liu, Zhedong Zheng, Mingwu Ren, "SPG-VTON: Semantic Prediction Guidance for Multi-pose Virtual Try-on." IEEE Transactions on Multimedia, 2022.[Link]
  • Xiaohan Wang, Linchao Zhu, Zhedong Zheng, Mingliang Xu, Yi Yang, "Align and tell: Boosting text-video retrieval with local alignment and fine-grained supervision." IEEE Transactions on Multimedia, 2022.[Link]
  • Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang, "Soft Person Re-identification Network Pruning via Block-wise Adjacent Filter Decaying." IEEE Transactions on Cybernetics, 2022.[Link]
  • Yucheng Suo, Zhedong Zheng, Xiaohan Wang, Bang Zhang, Yi Yang, "Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation." ACM TOMM, 2024.[Link]
  • Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang, "Progressive local filter pruning for image retrieval acceleration." IEEE Transactions on Multimedia, 2023.[Link]
  • Yuxia Wu, Tianhao Dai, Zhedong Zheng, Lizi Liao, "Active discovering new slots for task-oriented conversation." IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024.[Link]
  • Zhedong Zheng, Yi Yang, "Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation." IEEE Transactions on Image Processing, 2022.[Link]
  • Zhedong Zheng, Xiaohan Wang, Nenggan Zheng, Yi Yang, "Parameter-Efficient Person Re-identification in the 3D Space." IEEE Transactions on Neural Networks and Learning Systems, 2022.[Link]
  • Zhedong Zheng, Yi Yang, "Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation." International Journal of Computer Vision (IJCV), 2021.[Link]
  • Tingyu Wang, Zhedong Zheng, Chenggang Yan, Jiyong Zhang, Yaoqi Sun, Bolun Zheng, Yi Yang, "Each part matters: Local patterns facilitate cross-view geo-localization." IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021.[Link]
  • Zhedong Zheng, Liang Zheng, Michael Garrett, Yi Yang, Mingliang Xu, Yi-Dong Shen, "Dual-path convolutional image-text embeddings with instance loss." ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2020.[Link]
  • Bingwen Hu, Zhedong Zheng, Ping Liu, Wankou Yang, Mingwu Ren, "Unsupervised Eyeglasses Removal in the Wild." IEEE Transactions on Cybernetics, 2020.[Link]
  • Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang, "Camstyle: A novel data augmentation method for person re-identification." IEEE Transactions on Image Processing (TIP), 2019.[Link]
  • Zhedong Zheng, Liang Zheng, Yi Yang, "Pedestrian alignment network for large-scale person re-identification." IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018.[Link]
  • Qingji Guan, Yaping Huang, Zhun Zhong, Zhedong Zheng, Liang Zheng, Yi Yang, "Thorax disease classification with attention guided convolutional neural network." Pattern Recognition Letters, 2020.[Link]
  • Yutian Lin, Liang Zheng, Zhedong Zheng, Yu Wu, Zhilan Hu, Chenggang Yan, Yi Yang, "Improving person re-identification by attribute and identity learning." Pattern Recognition, 2019.[Link]
  • Yan Huang, Jingsong Xu, Qiang Wu, Zhedong Zheng, Zhaoxiang Zhang, Jian Zhang, "Multi-pseudo regularized label for generated data in person re-identification." IEEE Transactions on Image Processing (TIP), 2018.[Link]
  • Yutian Lin, Zhedong Zheng, Hong Zhang, Chenqiang Gao, Yi Yang, "Bayesian query expansion for multi-camera person re-identification." Pattern Recognition Letters, 2020.[Link]
  • Zhedong Zheng, Liang Zheng, Yi Yang, "A discriminatively learned CNN embedding for person reidentification." ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2018.[Link]
  • Zhedong Zheng, Tao Ruan, Yunchao Wei, Yi Yang, Tao Mei, "VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification." IEEE Transaction on Multimedia (TMM), 2020.[Link]

    • Zhiding Yu

  • Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz, "Joint discriminative and generative learning for person re-identification." CVPR, 2019.[Link]

    • Zhigang Wang

  • Minyue Jiang*, Xuanmeng Zhang*, Yue Yu, Zechen Bai, Zhedong Zheng, Zhigang Wang, Jian Wang, Xiao Tan, Hao Sun, Errui Ding, Yi Yang, "Robust Vehicle Re-identification via Rigid Structure Prior." CVPR Workshop of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 2nd Place of Track 2), 2021.[Link]
  • Zhedong Zheng, Minyue Jiang, Zhigang Wang, Jian Wang, Zechen Bai, Xuanmeng Zhang, Xin Yu, Xiao Tan, Yi Yang, Shilei Wen, Errui Ding, "Going beyond real data: A robust visual representation for vehicle re-identification." CVPR Workshops of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 1st Place of Track 2), 2020.[Link]

    • Zhikun Huang

  • Zhikun Huang, Zhedong Zheng, Chenggang Yan, Hongtao Xie, Yaoqi Sun, Jianzhong Wang, Jiyong Zhang, "Real-World Automatic Makeup via Identity Preservation Makeup Net." IJCAI, 2020.[Link]

    • Zhilan Hu

  • Yutian Lin, Liang Zheng, Zhedong Zheng, Yu Wu, Zhilan Hu, Chenggang Yan, Yi Yang, "Improving person re-identification by attribute and identity learning." Pattern Recognition, 2019.[Link]

    • Zhiming Luo

  • Jinliang Lin, Zhedong Zheng, Zhun Zhong, Zhiming Luo, Shaozi Li, Yi Yang, Sebe Nicu, "Joint Representation Learning and Keypoint Detection for Cross-view Geo-localization." IEEE Transactions on Image Processing, 2022.[Link]

    • Zhiqiang Zeng

  • Xiaodong Wang, Hongmin Hu, Fei Yan, Junwen Lu, Zhiqiang Zeng, Weidong Hong, Zhedong Zheng, "UniAD: Integrating Geometric and Semantic Cues for Unified Anomaly Detection." ACM Multimedia, 2025.[Link]
  • Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang, "Soft Person Re-identification Network Pruning via Block-wise Adjacent Filter Decaying." IEEE Transactions on Cybernetics, 2022.[Link]
  • Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang, "Progressive local filter pruning for image retrieval acceleration." IEEE Transactions on Multimedia, 2023.[Link]

    • Zhu Zhang

  • Shuai Bai, Zhedong Zheng, Xiaohan Wang, Junyang Lin, Zhu Zhang, Chang Zhou, Hongxia Yang, Yi Yang, "Connecting Language and Vision for Natural Language-Based Vehicle Retrieval." CVPR Workshop of AI City Challenge on Natural Language-Based Vehicle Retrieval (the 1st Place of Track 5), 2021.[Link]

    • Zhun Zhong

  • Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang, "Camera style adaptation for person re-identification." CVPR, 2018.[Link]
  • Jinliang Lin, Zhedong Zheng, Zhun Zhong, Zhiming Luo, Shaozi Li, Yi Yang, Sebe Nicu, "Joint Representation Learning and Keypoint Detection for Cross-view Geo-localization." IEEE Transactions on Image Processing, 2022.[Link]
  • Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang, "Camstyle: A novel data augmentation method for person re-identification." IEEE Transactions on Image Processing (TIP), 2019.[Link]
  • Qingji Guan, Yaping Huang, Zhun Zhong, Zhedong Zheng, Liang Zheng, Yi Yang, "Thorax disease classification with attention guided convolutional neural network." Pattern Recognition Letters, 2020.[Link]

    • Zijian Jiang

  • Guiyu Zhang, Huan-ang Gao, Zijian Jiang, Hao Zhao, Zhedong Zheng, "Ctrl-u: Robust conditional image generation via uncertainty-aware reward modeling." ICLR, 2025.[Link]

    • Zongxin Yang

  • Jinliang Liu, Zhedong Zheng, Zongxin Yang, Yi Yang, "High Fidelity Makeup via 2D and 3D Identity Preservation Net." ACM TOMM, 2024.[Link]

    • Zunjie Zhu

  • Tingyu Wang, Zhedong Zheng, Zunjie Zhu, Yuhan Gao, Yi Yang, Chenggang Yan, "Learning cross-view geo-localization embeddings via dynamic weighted decorrelation regularization." IEEE Transactions on Geoscience and Remote Sensing, 2024.[Link]

    • portfolio

    publications

    talks

    teaching

    Teaching experience 1

    Undergraduate course, University 1, Department, 2014

    This is a description of a teaching experience. You can use markdown like any other post.

    Teaching experience 2

    Workshop, University 1, Department, 2015

    This is a description of a teaching experience. You can use markdown like any other post.