Zhou, Jiahuan（周嘉欢）


Excellent Young Scientists Fund Program (Overseas) 国家级人才计划青年项目（海外）入选者,

Peking University Boya Young Fellow 北京大学博雅青年学者,

Wangxuan Institute of Computer Technology, Peking University.

Beijing, China

E-mail: jiahuanzhou@pku.edu.cn


I am now a Tenure-track Assistant Professor (Ph.D. Advisor) in Wangxuan Institute of Computer Technology, Peking University. I received my Ph.D. degree under the supervision of Prof.Ying Wu from Northwestern University in 2018. Before coming to Northwestern, I received my B.E. degree in the Automation Department from Tsinghua University, Beijing, China in 2013. Before joining Peking University, I was a Postdoctoral Fellow and Research Assistant Professor working with Prof.Ying Wu at Northwestern University. I have authored more than 50 papers in international journals and conferences including Nature Communications, Nature Synthesis, IEEE TPAMI, IJCV, IEEE TIP, IEEE TIFS, CVPR, ICCV, ECCV, ICLR, AAAI, ACM MM, and so on. I serve as an Area Chair for CVPR, ICML, NeurIPS, ICME, and ICPR, an Associate Editor of the Springer Journal of Machine Vision and Applications (MVA), a regular reviewer member for a number of journals and conferences, e.g., T-PAMI, IJCV, TIP, CVPR, ICCV, ECCV, NeurIPS, ICML, and so on.

周嘉欢，北京大学王选计算机研究所研究员、助理教授、博士生导师，国家高层次青年人才，北京大学小米博雅青年学者。2013年本科毕业于清华大学自动化系，2018年博士毕业于美国西北大学计算机科学专业。主要研究方向为计算机视觉、机器学习、人工智能等，已发表Nature子刊、CCF-A和IEEE Trans论文五十余篇，包括Nature Communications、Nature Synthesis、IEEE TPAMI、IJCV、IEEE TIP、IEEE TIFS、CVPR、ICCV、ECCV、ICLR、AAAI、ACM MM等领域内顶级期刊和会议论文。主持包括国家自然科学基金优秀青年科学基金项目（海外）、国家自然基金委面上项目、某基础加强技术领域基金、全国重点实验室基金、多项校企合作项目等。担任CCF-CV、CSF-VCS专委会委员，国际期刊Machine Vision and Applications编委、国际会议CVPR、ICML、NeurIPS、ICME、ICPR领域主席，AAAI程序委员会委员。

 

News

  • We are always actively recruiting Post-doc Fellows, Ph.D., Master, and Research Interns! Welcome to contact me with your detailed CV! (常年招收博士后、博士、硕士和科研实习生！)

  • 05.2025, Four papers are accepted by ICML'2025.

  • 02.2025, Four papers are accepted by CVPR'2025.

  • 02.2025, Invited to serve as the Area Chair of NeurlPS'2025.

  • 01.2025, One paper is accepted by ICLR'2025.

  • 01.2025, One paper is accepted by IEEE TIFS.

  • 12.2024, One paper is accepted by Nature Communications

  • 12.2024, Invited to serve as the Area Chair of ICML'2025.

  • 12.2024, Four papers are accepted by AAAI'2025.

  • 09.2024, Invited to serve as the Area Chair of CVPR'2025.

  • 07.2024, Four papers are accepted by ACM MM'2024.

  • 05.2024, One paper is accepted by IJCV.

  • 05.2024, Invited to serve as the Area Chair of NeurIP'2024.

  • 04.2024, One paper is accepted by IJCV.

  • 04.2024, One paper is accepted by IJCAI'2024.

  • 03.2024, One paper is accepted by Nature Synthesis.

  • 02.2024, Four papers are accepted by CVPR'2024.

  • 01.2024, One paper is accepted by IEEE TPAMI.

  • 12.2023, One paper is accepted by ACM TOMM.

  • 12.2023, Five papers are accepted by AAAI'2024.

  • 12.2023, Invited to serve as the Area Chair of ICPR'2024.

  • 11.2023, One paper is accepted by IEEE TIFS.

  • 09.2023, One paper is accepted by ICIG'2023.

  • 07.2023, One paper is accepted by ACM MM'2023.

  • 06.2023, Invited to serve as the Area Chair of CVPR'2024.

  • 03.2023, One paper is accepted by IEEE TCSVT.

  • 01.2023, One paper is accepted by IEEE TCSVT.

  • 12.2022, Invited to serve as the Session Chair of VCIP'2022.

  • 12.2022, Invited to serve as the Area Chair of ICME'2023.

  • 11.2022, One paper is accepted by AAAI'2023.

  • 10.2022, Awarded National Young Scientists Funding Program.

  • 09.2022, Invited to serve as the Area Chair of CVPR'2023.

  • 08.2022, One paper is accepted by IEEE TPAMI.

  • 07.2022, One paper is accepted by ECCV'2022.

  • 04.2022, Invited to serve as the Area Chair of ICPR'2023.

  • 03.2022, Joined Peking University.

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Research Interests

Open-Environment Computer Vision
Object Re-Identification
Fine-grained Recogniiton
Object Detection
AIGC
Efficient Learning from Limited Data
Zero/Few-shot Learning
Incremental Learning
Prompt Learning
Online Learning
Noisy Learning
Multi-Modal Learning
Visual-Language
2D to 3D
Visible to Thermal
Sketch to Photo

 

Publications

All Papers
2025
2024
2023
2022 and before
The bib of the selected paper has copied!

  1. (ICML'25)-Kunlun Xu, Xu Zou, Gang Hua, and Jiahuan Zhou*, "Componential Prompt-Knowledge Alignment for Domain Incremental Learning", in Proceedings of the International Conference on Machine Learning, Vancouver, Canada, Jul.13 - Jul.19, 2025
    [pdf] [code] [bib] PL   IL  

  2. (ICML'25)-Zichen Liu, Xu Zou, Gang Hua, and Jiahuan Zhou*, "Token Coordinated Prompt Attention is Needed for Visual Prompting", in Proceedings of the International Conference on Machine Learning, Vancouver, Canada, Jul.13 - Jul.19, 2025
    [pdf] [code] [bib] PL  

  3. (ICML'25)-Zixiang Ai, Zichen Liu, Yuanhang Lei, Zhenyu Cui, Xu Zou, and Jiahuan Zhou*, "GAPrompt: Geometry-Aware Point cloud Prompt for 3D Vision Model", in Proceedings of the International Conference on Machine Learning, Vancouver, Canada, Jul.13 - Jul.19, 2025
    [pdf] [code] [bib] PL  

  4. (ICML'25)-Zixiang Ai, Zichen Liu, and Jiahuan Zhou*, "Vision Graph Prompting via Semantic Low-Rank Decomposition", in Proceedings of the International Conference on Machine Learning, Vancouver, Canada, Jul.13 - Jul.19, 2025
    [pdf] [code] [bib] PL  

  5. (ICLR'25)-Yanjie Wang, Liqun Chen, Tianming Zhao, Tao Zhang, Guodong Wang, Luxin Yan, Sheng Zhong, Jiahuan Zhou*, and Xu Zou*, "High-dimension Prototype is a Better Incremental Object Detection Learner", in Proceedings of the 13th International Conference on Learning Representations, Singapore, Apr.24 - Apr.28, 2025
    [pdf] [code] [bib] IL   OD  

  6. (CVPR'25)-Zichen Liu, Kunlun Xu, Bing Su, Xu Zou, Yuxin Peng, and Jiahuan Zhou*, "STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Nashville, TN, USA, Jun.11 - Jun.15, 2025
    [pdf] [code] [bib] PL  

  7. (CVPR'25)-Chenyu Zhang, Kunlun Xu, Zichen Liu, Yuxin Peng, and Jiahuan Zhou*, "SCAP: Transductive Test-Time Adaptation via Supportive Clique-based Attribute Prompting", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Nashville, TN, USA, Jun.11 - Jun.15, 2025
    [pdf] [code] [bib] OL   PL  

  8. (CVPR'25)-Mingfu Liang, Jiahuan Zhou*, Xu Zou, and Ying Wu, "Incremental Object Keypoint Learning", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Nashville, TN, USA, Jun.11 - Jun.15, 2025
    [pdf] [code] [bib] IL  

  9. (CVPR'25)-Zhenyu Cui, Jiahuan Zhou, and Yuxin Peng, "DKC: Differentiated Knowledge Consolidation for Cloth-Hybrid Lifelong Person Re-identification", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Nashville, TN, USA, Jun.11 - Jun.15, 2025
    [pdf] [code] [bib] IL   OR  

  10. (TIFS'25)-Xinyue Zhang, Jiahuan Zhou, Luxin Yan, Sheng Zhong, and Xu Zou, "Hunt Camouflaged Objects via Revealing Mutation Regions", in IEEE Transactions on Information Forensics and Security, vol. 20, pp. 1836-1851, Jan. 2025
    [pdf] [code] [bib] [DOI:10.1109/TIFS.2025.3530703] OD  

  11. (AAAI'25)-Kunlun Xu, Chenghao Jiang, Peixi Xiong, Yuxin Peng, and Jiahuan Zhou*, "DASK: Distribution Rehearsing via Adaptive Style Kernel Learning for Exemplar-Free Lifelong Person Re-Identification", in Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence, vol. 39, no. 9, pp. 8915-8923, Philadelphia, Pennsylvania, USA, Feb.25 - Mar.4, 2025
    [pdf] [code] [bib] [DOI:10.1609/aaai.v39i9.32964] OR   IL  

  12. (AAAI'25)-Yifeng Yao, Zichen Liu, Zhenyu Cui, Yuxin Peng, and Jiahuan Zhou*, "Selective Visual Prompting in Vision Mamba", in Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence, vol. 39, no. 21, pp. 22083-22091, Philadelphia, Pennsylvania, USA, Feb.25 - Mar.4, 2025
    [pdf] [code] [bib] [DOI:10.1609/aaai.v39i21.34361] PL  

  13. (AAAI'25)-Qiwei Li, and Jiahuan Zhou*, "CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning", in Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence, vol. 39, no. 17, pp. 18421-18429, Philadelphia, Pennsylvania, USA, Feb.25 - Mar.4, 2025
    [pdf] [code] [bib] [DOI:10.1609/aaai.v39i17.34027] IL   PL  

  14. (AAAI'25)-Yiyuan Liang, Liqun Chen, Zhiying Yan, Jiahuan Zhou, Luxin Yan, Sheng Zhong, and Xu Zou, "DriveEditor: 3D Information Guided Controllable Object Editing in Driving Scene", in Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence, vol. 39, no. 5, pp. 5164-5172, Philadelphia, Pennsylvania, USA, Feb.25 - Mar.4, 2025
    [pdf] [code] [bib] [DOI:10.1609/aaai.v39i5.32548] AIGC  

  15. (Nat. Commun'24)-Ziyi Han, Shengqiang Wu, Chun Huang, Fengyuan Xuan, Xiaocang Han, Yinfeng Long, Qing Zhang, Junxian Li, Yuan Meng, Lin Wang, Jiahuan Zhou, Wenping Hu, Jingsi Qiao, Dechao Geng, and Xiaoxu Zhao, "Atomically engineering interlayer symmetry operations of two-dimensional crystals", in Nature Communications, vol. 15, no. 1, pp. 10835, Dec. 2024
    [pdf] [bib] [DOI:10.1038/s41467-024-55130-z]

  16. (ACM MM'24)-Qiwei Li, Yuxin Peng, and Jiahuan Zhou*, "Progressive Prototype Evolving for Dual-Forgetting Mitigation in Non-Exemplar Online Continual Learning", in Proceedings of the 32nd ACM Multimedia Conference, pp. 2477–2486, Melbourne, Australia, Oct.28 - Nov.1, 2024
    [pdf] [code] [bib] [DOI:10.1145/3664647.3681234] IL   OL  

  17. (ACM MM'24)-Kunlun Xu, Haozhuo Zhang, Yu Li, Yuxin Peng, and Jiahuan Zhou*, "Mitigate Catastrophic Remembering via Continual Knowledge Purification for Noisy Lifelong Person Re-Identification", in Proceedings of the 32nd ACM Multimedia Conference, pp. 5790–5799, Melbourne, Australia, Oct.28 - Nov.1, 2024
    [pdf] [code] [bib] [DOI:10.1145/3664647.3681235] OR   IL   NL  

  18. (ACM MM'24)-Zichen Liu, Yuxin Peng, and Jiahuan Zhou*, "InsVP: Efficient Instance Visual Prompting from Image Itself", in Proceedings of the 32nd ACM Multimedia Conference, pp. 6443-6452, Melbourne, Australia, Oct.28 - Nov.1, 2024
    [pdf] [code] [bib] [DOI:10.1145/3664647.3681233] PL  

  19. (ACM MM'24)-Qiwen Zhu, Yanjie Wang, Shilv Cai, Liqun Chen, Jiahuan Zhou, Luxin Yan, Sheng Zhong, and Xu Zou, "Perceptual-Distortion Balanced Image Super-Resolution is a Multi-Objective Optimization Problem", in Proceedings of the 32nd ACM Multimedia Conference, pp. 7483-7492, Melbourne, Australia, Oct.28 - Nov.1, 2024
    [pdf] [code] [bib] [DOI:10.1145/3664647.3681512] AIGC  

  20. (IJCV'24)-Zichen Liu, Yuxin Peng, and Jiahuan Zhou*, "Compositional Prompting for Anti-Forgetting in Domain Incremental Learning", in International Journal of Computer Vision, vol. 132, no. 12, pp. 5783-5800, Jun. 2024
    [pdf] [code] [bib] [DOI:10.1007/s11263-024-02134-3] IL   PL  

  21. (IJCV'24)-Qiwei Li, Kunlun Xu, Yuxin Peng, and Jiahuan Zhou*, "Exemplar-Free Lifelong Person Re-Identification via Prompt-guided Adaptive Knowledge Consolidation", in International Journal of Computer Vision, vol. 132, no. 11, pp. 1-16, May. 2024
    [pdf] [code] [bib] [DOI:10.1007/s11263-024-02110-x] OR   IL   PL  

  22. (IJCAI'24)-Hongbo Sun, Jiahuan Zhou, Xiangteng He, Jinglin Xu, and Yuxin Peng, "FineFMPL: Fine-grained Feature Mining Prompt Learning for Few-Shot Class Incremental Learning", in Proceedings of the 33rd International Joint Conference on Artificial Intelligence, no. 144, pp. 1299-1307, Jeju, South Korea, Aug.3 - Aug.9, 2024
    [pdf] [code] [bib] [DOI:10.24963/ijcai.2024/144] FR   Z/F L   IL   PL  

  23. (Nat. Synth'24)-Xiaocang Han, Mengmeng Niu, Yan Luo, Runlai Li, Jiadong Dan, Yanhui Hong, Xu Wu, Alex V. Trukhanov, Wei Ji, Yeliang Wang, Jiahuan Zhou, Jingsi Qiao, Jin Zhang, and Xiaoxu Zhao, "Atomically engineering metal vacancies in monolayer transition metal dichalcogenides", in Nature Synthesis, pp. 586-594, Mar. 2024
    [pdf] [bib] [DOI:10.1038/s44160-024-00501-z] OR  

  24. (CVPR'24)-Kunlun Xu, Xu Zou, Yuxin Peng, and Jiahuan Zhou*, "Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identification", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 16604-16613, Seattle, WA, USA, Jun.17 - Jun.21, 2024
    [pdf] [code] [bib] [DOI:10.1109/CVPR52733.2024.01571] OR   IL  

  25. (CVPR'24)-Qiwei Li, Yuxin Peng, and Jiahuan Zhou*, "FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 28495-28504, Seattle, WA, USA, Jun.17 - Jun.21, 2024
    [pdf] [code] [bib] [DOI:10.1109/CVPR52733.2024.02692] IL  

  26. (CVPR'24)-Yanjie Wang, Xu Zou, Luxin Yan, Sheng Zhong, and Jiahuan Zhou, "SNIDA: Unlocking Few-Shot object Detection with Non-linear Semantic Decoupling Augmentation", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 12544-12553, Seattle, WA, USA, Jun.17 - Jun.21, 2024
    [pdf] [bib] [DOI:10.1109/CVPR52733.2024.01192] OD   Z/F L  

  27. (CVPR'24)-Zhenyu Cui, Jiahuan Zhou, Xun Wang, Manyu Zhu, and Yuxin Peng, "Learning Continual Compatible Representation for Re-indexing Free Lifelong Person Re-identification", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 16614-16623, Seattle, WA, USA, Jun.17 - Jun.21, 2024
    [pdf] [code] [bib] [DOI:10.1109/CVPR52733.2024.01572] OR   IL  

  28. (TPAMI'24)-Shilv Cai, Liqun Chen, Zhijun Zhang, Xiangyun Zhao, and Jiahuan Zhou, Yuxin Peng, Luxin Yan, Sheng Zhong, and Xu Zou, "I2C: Invertible Continuous Codec for High-Fidelity Variable-Rate Image Compression", in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 6, pp. 4262-4279, Jun. 2024
    [pdf] [code] [bib] [DOI:10.1109/TPAMI.2024.3356557] AIGC  

  29. (TOMM'24)-Yanzhe Chen, Jiahuan Zhou, and Yuxin Peng, "SPIRIT: Style-guided Patch Interaction for Fashion Image Retrieval with Text Feedback", in IEEE Transactions on Information Forensics and Security, vol. 19, pp. 2696-2708, 2024
    [pdf] [code] [bib] [DOI:10.1109/TIFS.2024.3352408] V&L  

  30. (AAAI'24)-Kunlun Xu, Xu Zou, and Jiahuan Zhou*, "LSTKC: Long Short-Term Knowledge Consolidation for Lifelong Person Re-Identification", in Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence, vol. 38, no. 14, pp. 16202-16210, Vancouver, Canada, Feb.20 - Feb.28, 2024
    [pdf] [code] [bib] [DOI:10.1609/aaai.v38i14.29554] OR   IL  

  31. (AAAI'24)-Zichen Liu, Hongbo Sun, Yuxin Peng, and Jiahuan Zhou*, "DART: Dual-Modal Adaptive Online Prompting and Knowledge Retention for Test-Time Adaptation", in Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence, vol. 38, no. 13, pp. 14106-14114, Vancouver, Canada, Feb.20 - Feb.27, 2024
    [pdf] [code] [bib] [DOI:10.1609/aaai.v38i13.29320] PL   OL  

  32. (AAAI'24)-Zhenyu Cui, Yuxin Peng, Xun Wang, Manyu Zhu, and Jiahuan Zhou, "Continual Vision-Language Retrieval via Dynamic Knowledge Rectification", in Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence, vol. 38, no. 10, pp. 11704-11712, Vancouver, Canada, Feb.20 - Feb.28, 2024
    [pdf] [bib] [DOI:10.1609/aaai.v38i10.29054] IL   V&L  

  33. (AAAI'24)-Yanzhe Chen, Huasong Zhong, Xiangteng He, Yuxin Peng, Jiahuan Zhou, and Lele Cheng, "FashionERN: Enhance-and-Refine Network for Composed Fashion Image Retrieval", in Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence, vol. 38, no. 2, pp. 1228-1236, Vancouver, Canada, Feb.20 - Feb.27, 2024
    [pdf] [bib] [DOI:10.1609/aaai.v38i2.27885]

  34. (AAAI'24)-Shilv Cai, Liqun Chen, Sheng Zhong, Luxin Yan, Jiahuan Zhou, and Xu Zou, "Make Lossy Compression Meaningful for Low-light Images", in Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence, vol. 38, no. 8, pp. 8236-8245, Vancouver, Canada, Feb.20 - Feb.28, 2024
    [pdf] [code] [bib] [DOI:10.1609/aaai.v38i8.28664]

  35. (TIFS'24)-Zhenyu Cui, Jiahuan Zhou, and Yuxin Peng, "DMA: Dual Modality-Aware Alignment for Visible-Infrared Person Re-Identification", in IEEE Transactions on Information Forensics and Security, vol. 19, pp. 2696-2708, 2024
    [pdf] [code] [bib] [DOI:10.1109/TIFS.2024.3352408] OR   V2T  

  36. (计算机科学'24)-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, vol. 51, no.1, pp. 13-25.
    [pdf] [bib] OR   V2T  

  37. (ACM MM'23)-Hongbo Sun, Xiangteng He, Jiahuan Zhou, and Yuxin Peng, "Fine-Grained Visual Prompt Learning of Vision-Language Models for Image Recognition", in Proceedings of the 31st ACM Multimedia Conference, pp. 5828-5836, Ottawa, Canada, Oct.29 - Nov.3, 2023
    [pdf] [bib] [DOI:10.1145/3581783.361240] FR   PL   V&L  

  38. (ICIG'23)-Kunlun Xu, Yuxin Peng, and Jiahuan Zhou*, "Uncover the Body: Occluded Person Re-identification via Masked Image Modeling", in Proceedings of the 12th International Conference on Image and Graphics, pp. 241-253, Nanjing, China, Sep.22 - Sep.24, 2023
    [pdf] [bib] [DOI:10.1007/978-3-031-46305-1_20] OR  

  39. (TCSVT'23)-Zeqi Chen, Zhichao Cui, Chi Zhang, Jiahuan Zhou, and Yuehu Liu, "Dual Clustering Co-teaching with Consistent Sample Mining for Unsupervised Person Re-Identification", in IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 10, pp. 5908-5920, Oct. 2023
    [pdf] [bib] [DOI:10.1109/TCSVT.2023.3261898] OR  

  40. (TCSVT'23)-Zhenyu Cui, Jiahuan Zhou, Yuxin Peng, Shiliang Zhang, and Yaowei Wang, "DCR-ReID: Deep Component Reconstruction for Cloth-Changing Person Re-Identification", in IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 8, pp. 4415-4428, Aug. 2023
    [pdf] [code] [bib] [DOI:10.1109/TCSVT.2023.3241988] OR  

  41. (AAAI'23)-MengShun Hu, Kui Jiang, Zhixiang Nie, Jiahuan Zhou, and Zheng Wang, "Store and Fetch Immediately: Everything Is All You Need for Space-Time Video Super-Resolution", in Proceedings of the 37th Annual AAAI Conference on Artificial Intelligence, vol. 37, no. 1, pp. 863-871, Washington, DC, USA, Feb.7 - Feb.14, 2023
    [pdf] [bib] [DOI:10.1609/aaai.v37i1.25165] AIGC  

  42. (TPAMI'23)-Jiahuan Zhou, Bing Su, and Ying Wu, "Discriminative Self-Paced Group-Metric Adaptation for Online Visual Identification", in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 4, pp. 4368-4383, Apr. 2023
    [pdf] [bib] [DOI:10.1109/TPAMI.2022.3200036] OL  

  43. (ECCV'22)-Mingfu Liang, Jiahuan Zhou*, Wei Wei, and Ying Wu, "Balancing between Forgetting and Acquisition in Incremental Subpopulation Learning", in Proceedings of the European Conference on Computer Vision, pp. 364-380, Tel-Aviv, Israel, Oct.23 - Oct.27, 2022
    [pdf] [bib] [DOI:10.1007/978-3-031-19809-0_21] IL  

  44. (TPAMI'22)-Bing Su, Jiahuan Zhou*, Jirong Wen, and Ying Wu, "Linear and Deep Order-Preserving Wasserstein Discriminant Analysis", in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44, no. 6, pp. 3123-3138, Jun. 2022
    [pdf] [bib] [DOI:10.1109/TPAMI.2021.3050750]

  45. (CVPR'20)-Jiahuan Zhou, Bing Su, and Ying Wu, "Online Joint Multi-Metric Adaptation From Frequent Sharing-Subset Mining for Person Re-Identification", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 2909-2918, Seattle, USA, Jun.14 - Jun.19, 2020
    [pdf] [bib] [DOI:10.1109/CVPR42600.2020.00298] OR   OL  

  46. (CVPR'20, Oral)-Yansong Tang#, Zanlin Ni#, Jiahuan Zhou, Danyang Zhang, Jiwen Lu, Ying Wu, and Jie Zhou, "Uncertainty-aware Score Distribution Learning for Action Quality Assessment", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 9839-9848, Seattle, USA, Jun.14 - Jun.19, 2020
    [pdf] [bib] [DOI:10.48550/arXiv.2006.07665]

  47. (TPAMI'20)-Jiahuan Zhou, and Ying Wu, "Learning Visual Instance Retrieval from Failure: Efficient Online Local Metric Adaptation from Negative Samples", in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 42, no. 11, pp. 2858-2873, Nov. 2020
    [pdf] [bib] [DOI:TPAMI.2019.2918208] OL  

  48. (ICCV'19)-Bing Su, Jiahuan Zhou, and Ying Wu, "Order-preserving Wasserstein Discriminant Analysis", in Proceedings of the IEEE International Conference on Computer Vision, pp. 9885-9894, Seoul, Korea, Oct.27 - Nov.2, 2019
    [pdf] [bib] [DOI:10.1109/ICCV.2019.00998]

  49. (ICCV'19)-Xu Zou, Sheng Zhong, Luxin Yan, Xiangyun Zhao, Jiahuan Zhou*, and Ying Wu, "Learning Robust Facial Landmark Detection via Hierarchical Structured Ensemble", in Proceedings of the IEEE International Conference on Computer Vision, pp. 141-150, Seoul, Korea, Oct.27 - Nov.2, 2019
    [pdf] [bib] [DOI:10.1109/ICCV.2019.00023] OD  

  50. (ICIP'18)-Xinzhao Li, Yuehu Liu, Zeqi Chen, Jiahuan Zhou, and Ying Wu, "Fused Discriminative Metric Learning for Low Resolution Pedestrian Detection", in Proceedings of the IEEE International Conference on Image Processing, pp. 958-962, Athens, Greece, Oct.7 - Oct.10, 2018
    [pdf] [bib] [DOI:10.1109/ICIP.2018.8451791] OD  

  51. (CVPR'18)-Jiahuan Zhou, Bing Su, and Ying Wu, "Easy Identification from Better Constraints: Multi-Shot Person Re-Identification from Reference Constraints", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 5373-5381, Salt Lake City, USA, Jun.18 - Jun.22, 2018
    [pdf] [bib] [DOI:10.1109/CVPR.2018.00563] OR  

  52. (ICCV'17)-Jiahuan Zhou, Pei Yu, Tang Wei, and Ying Wu, "Efficient Online Local Metric Adaptation via Negative Samples for Person Re-Identification", in Proceedings of the IEEE International Conference on Computer Vision, pp. 2420-2428, Venice, Italy, Oct.22 - Oct.29, 2017
    [pdf] [bib] [DOI:10.1109/ICCV.2017.265] OR   OL  

  53. (ICCV'17)-Wei Tang, Pei Yu, Jiahuan Zhou, and Ying Wu, "Towards a Unified Compositional Model for Visual Pattern Modeling", in Proceedings of the International Conference on Computer Vision, pp. 2784-2793, Venice, Italy, Oct.22 - Oct.29, 2017
    [pdf] [bib] [DOI:10.1109/ICCV.2017.303]

  54. (TIP'17)-Bing Su, Jiahuan Zhou, Xiaoqing Ding, and Ying Wu, "Unsupervised Hierarchical Dynamic Parsing and Encoding for Action Recognition", in IEEE Transactions on Image Processing, vol. 26, no. 12, pp. 5784-5799, Aug. 2017
    [pdf] [bib] [DOI:10.1109/TIP.2017.2745212]

  55. (ECCV'16)-Bing Su, Jiahuan Zhou, Xiaoqing Ding, Hao Wang, and Ying Wu, "Hierarchical Dynamic Parsing and Encoding for Action Recognition", in Proceedings of the European Conference on Computer Vision, pp. 202-217, Amsterdam, Netherlands, Oct.11 - Oct.14, 2016
    [pdf] [bib] [DOI:10.1007/978-3-319-46493-0_13]

  56. (CVPR'16)-Pei Yu, Jiahuan Zhou, and Ying Wu, "Learning Reconstruction-based Remote Gaze Estimation", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 3447-3455, Las Vegas, USA, Jun.26 - Jul.1, 2016
    [pdf] [bib] [DOI:10.1109/CVPR.2016.375]

  57. (ICIP'16, Oral)-Jiahuan Zhou*, and Ying Wu, "Finding the Right Exemplars for Reconstructing Single Image Super-Resolution", in Proceedings of the IEEE International Conference on Image Processing, pp. 1414-1418, Phoenix, USA, Sep.25 - Sep.28, 2016
    [pdf] [bib] [DOI:10.1109/ICIP.2016.7532591] AIGC  

  58. (ICPR'12, Oral)-Han Hu, Jiahuan Zhou, Jianjiang Feng, and Jie Zhou, "Multi-way constrained spectral clustering by nonnegative restriction", in Proceedings of the International Conference on Pattern Recognition, pp. 1550-1553, Tsukuba, Japan, Nov.11 - Nov.15, 2012
    [pdf] [bib]

  1. (ICML'25)-Kunlun Xu, Xu Zou, Gang Hua, and Jiahuan Zhou*, "Componential Prompt-Knowledge Alignment for Domain Incremental Learning", in Proceedings of the International Conference on Machine Learning, Vancouver, Canada, Jul.13 - Jul.19, 2025
    [pdf] [code] [bib] PL   IL  

  2. (ICML'25)-Zichen Liu, Xu Zou, Gang Hua, and Jiahuan Zhou*, "Token Coordinated Prompt Attention is Needed for Visual Prompting", in Proceedings of the International Conference on Machine Learning, Vancouver, Canada, Jul.13 - Jul.19, 2025
    [pdf] [code] [bib] PL  

  3. (ICML'25)-Zixiang Ai, Zichen Liu, Yuanhang Lei, Zhenyu Cui, Xu Zou, and Jiahuan Zhou*, "GAPrompt: Geometry-Aware Point cloud Prompt for 3D Vision Model", in Proceedings of the International Conference on Machine Learning, Vancouver, Canada, Jul.13 - Jul.19, 2025
    [pdf] [code] [bib] PL  

  4. (ICML'25)-Zixiang Ai, Zichen Liu, and Jiahuan Zhou*, "Vision Graph Prompting via Semantic Low-Rank Decomposition", in Proceedings of the International Conference on Machine Learning, Vancouver, Canada, Jul.13 - Jul.19, 2025
    [pdf] [code] [bib] PL  

  5. (ICLR'25)-Yanjie Wang, Liqun Chen, Tianming Zhao, Tao Zhang, Guodong Wang, Luxin Yan, Sheng Zhong, Jiahuan Zhou*, and Xu Zou*, "High-dimension Prototype is a Better Incremental Object Detection Learner", in Proceedings of the 13th International Conference on Learning Representations, Singapore, Apr.24 - Apr.28, 2025
    [pdf] [code] [bib] IL   OD  

  6. (CVPR'25)-Zichen Liu, Kunlun Xu, Bing Su, Xu Zou, Yuxin Peng, and Jiahuan Zhou*, "STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Nashville, TN, USA, Jun.11 - Jun.15, 2025
    [pdf] [code] [bib] PL  

  7. (CVPR'25)-Chenyu Zhang, Kunlun Xu, Zichen Liu, Yuxin Peng, and Jiahuan Zhou*, "SCAP: Transductive Test-Time Adaptation via Supportive Clique-based Attribute Prompting", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Nashville, TN, USA, Jun.11 - Jun.15, 2025
    [pdf] [code] [bib] OL   PL  

  8. (CVPR'25)-Mingfu Liang, Jiahuan Zhou*, Xu Zou, and Ying Wu, "Incremental Object Keypoint Learning", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Nashville, TN, USA, Jun.11 - Jun.15, 2025
    [pdf] [code] [bib] IL  

  9. (CVPR'25)-Zhenyu Cui, Jiahuan Zhou, and Yuxin Peng, "DKC: Differentiated Knowledge Consolidation for Cloth-Hybrid Lifelong Person Re-identification", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Nashville, TN, USA, Jun.11 - Jun.15, 2025
    [pdf] [code] [bib] IL   OR  

  10. (TIFS'25)-Xinyue Zhang, Jiahuan Zhou, Luxin Yan, Sheng Zhong, and Xu Zou, "Hunt Camouflaged Objects via Revealing Mutation Regions", in IEEE Transactions on Information Forensics and Security, vol. 20, pp. 1836-1851, Jan. 2025
    [pdf] [code] [bib] [DOI:10.1109/TIFS.2025.3530703] OD  

  11. (AAAI'25)-Kunlun Xu, Chenghao Jiang, Peixi Xiong, Yuxin Peng, and Jiahuan Zhou*, "DASK: Distribution Rehearsing via Adaptive Style Kernel Learning for Exemplar-Free Lifelong Person Re-Identification", in Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence, vol. 39, no. 9, pp. 8915-8923, Philadelphia, Pennsylvania, USA, Feb.25 - Mar.4, 2025
    [pdf] [code] [bib] [DOI:10.1609/aaai.v39i9.32964] OR   IL  

  12. (AAAI'25)-Yifeng Yao, Zichen Liu, Zhenyu Cui, Yuxin Peng, and Jiahuan Zhou*, "Selective Visual Prompting in Vision Mamba", in Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence, vol. 39, no. 21, pp. 22083-22091, Philadelphia, Pennsylvania, USA, Feb.25 - Mar.4, 2025
    [pdf] [code] [bib] [DOI:10.1609/aaai.v39i21.34361] PL  

  13. (AAAI'25)-Qiwei Li, and Jiahuan Zhou*, "CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning", in Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence, vol. 39, no. 17, pp. 18421-18429, Philadelphia, Pennsylvania, USA, Feb.25 - Mar.4, 2025
    [pdf] [code] [bib] [DOI:10.1609/aaai.v39i17.34027] IL   PL  

  14. (AAAI'25)-Yiyuan Liang, Liqun Chen, Zhiying Yan, Jiahuan Zhou, Luxin Yan, Sheng Zhong, and Xu Zou, "DriveEditor: 3D Information Guided Controllable Object Editing in Driving Scene", in Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence, vol. 39, no. 5, pp. 5164-5172, Philadelphia, Pennsylvania, USA, Feb.25 - Mar.4, 2025
    [pdf] [code] [bib] [DOI:10.1609/aaai.v39i5.32548] AIGC  

  1. (Nat. Commun'24)-Ziyi Han, Shengqiang Wu, Chun Huang, Fengyuan Xuan, Xiaocang Han, Yinfeng Long, Qing Zhang, Junxian Li, Yuan Meng, Lin Wang, Jiahuan Zhou, Wenping Hu, Jingsi Qiao, Dechao Geng, and Xiaoxu Zhao, "Atomically engineering interlayer symmetry operations of two-dimensional crystals", in Nature Communications, vol. 15, no. 1, pp. 10835, Dec. 2024
    [pdf] [bib] [DOI:10.1038/s41467-024-55130-z]

  2. (ACM MM'24)-Qiwei Li, Yuxin Peng, and Jiahuan Zhou*, "Progressive Prototype Evolving for Dual-Forgetting Mitigation in Non-Exemplar Online Continual Learning", in Proceedings of the 32nd ACM Multimedia Conference, pp. 2477–2486, Melbourne, Australia, Oct.28 - Nov.1, 2024
    [pdf] [code] [bib] [DOI:10.1145/3664647.3681234] IL   OL  

  3. (ACM MM'24)-Kunlun Xu, Haozhuo Zhang, Yu Li, Yuxin Peng, and Jiahuan Zhou*, "Mitigate Catastrophic Remembering via Continual Knowledge Purification for Noisy Lifelong Person Re-Identification", in Proceedings of the 32nd ACM Multimedia Conference, pp. 5790–5799, Melbourne, Australia, Oct.28 - Nov.1, 2024
    [pdf] [code] [bib] [DOI:10.1145/3664647.3681235] OR   IL   NL  

  4. (ACM MM'24)-Zichen Liu, Yuxin Peng, and Jiahuan Zhou*, "InsVP: Efficient Instance Visual Prompting from Image Itself", in Proceedings of the 32nd ACM Multimedia Conference, pp. 6443-6452, Melbourne, Australia, Oct.28 - Nov.1, 2024
    [pdf] [code] [bib] [DOI:10.1145/3664647.3681233] PL  

  5. (ACM MM'24)-Qiwen Zhu, Yanjie Wang, Shilv Cai, Liqun Chen, Jiahuan Zhou, Luxin Yan, Sheng Zhong, and Xu Zou, "Perceptual-Distortion Balanced Image Super-Resolution is a Multi-Objective Optimization Problem", in Proceedings of the 32nd ACM Multimedia Conference, pp. 7483-7492, Melbourne, Australia, Oct.28 - Nov.1, 2024
    [pdf] [code] [bib] [DOI:10.1145/3664647.3681512] AIGC  

  6. (IJCV'24)-Zichen Liu, Yuxin Peng, and Jiahuan Zhou*, "Compositional Prompting for Anti-Forgetting in Domain Incremental Learning", in International Journal of Computer Vision, vol. 132, no. 12, pp. 5783-5800, Jun. 2024
    [pdf] [code] [bib] [DOI:10.1007/s11263-024-02134-3] IL   PL  

  7. (IJCV'24)-Qiwei Li, Kunlun Xu, Yuxin Peng, and Jiahuan Zhou*, "Exemplar-Free Lifelong Person Re-Identification via Prompt-guided Adaptive Knowledge Consolidation", in International Journal of Computer Vision, vol. 132, no. 11, pp. 1-16, May. 2024
    [pdf] [code] [bib] [DOI:10.1007/s11263-024-02110-x] OR   IL   PL  

  8. (IJCAI'24)-Hongbo Sun, Jiahuan Zhou, Xiangteng He, Jinglin Xu, and Yuxin Peng, "FineFMPL: Fine-grained Feature Mining Prompt Learning for Few-Shot Class Incremental Learning", in Proceedings of the 33rd International Joint Conference on Artificial Intelligence, no. 144, pp. 1299-1307, Jeju, South Korea, Aug.3 - Aug.9, 2024
    [pdf] [code] [bib] [DOI:10.24963/ijcai.2024/144] FR   Z/F L   IL   PL  

  9. (Nat. Synth'24)-Xiaocang Han, Mengmeng Niu, Yan Luo, Runlai Li, Jiadong Dan, Yanhui Hong, Xu Wu, Alex V. Trukhanov, Wei Ji, Yeliang Wang, Jiahuan Zhou, Jingsi Qiao, Jin Zhang, and Xiaoxu Zhao, "Atomically engineering metal vacancies in monolayer transition metal dichalcogenides", in Nature Synthesis, pp. 586-594, Mar. 2024
    [pdf] [bib] [DOI:10.1038/s44160-024-00501-z] OR  

  10. (CVPR'24)-Kunlun Xu, Xu Zou, Yuxin Peng, and Jiahuan Zhou*, "Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identification", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 16604-16613, Seattle, WA, USA, Jun.17 - Jun.21, 2024
    [pdf] [code] [bib] [DOI:10.1109/CVPR52733.2024.01571] OR   IL  

  11. (CVPR'24)-Qiwei Li, Yuxin Peng, and Jiahuan Zhou*, "FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 28495-28504, Seattle, WA, USA, Jun.17 - Jun.21, 2024
    [pdf] [code] [bib] [DOI:10.1109/CVPR52733.2024.02692] IL  

  12. (CVPR'24)-Yanjie Wang, Xu Zou, Luxin Yan, Sheng Zhong, and Jiahuan Zhou, "SNIDA: Unlocking Few-Shot object Detection with Non-linear Semantic Decoupling Augmentation", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 12544-12553, Seattle, WA, USA, Jun.17 - Jun.21, 2024
    [pdf] [bib] [DOI:10.1109/CVPR52733.2024.01192] OD   Z/F L  

  13. (CVPR'24)-Zhenyu Cui, Jiahuan Zhou, Xun Wang, Manyu Zhu, and Yuxin Peng, "Learning Continual Compatible Representation for Re-indexing Free Lifelong Person Re-identification", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 16614-16623, Seattle, WA, USA, Jun.17 - Jun.21, 2024
    [pdf] [code] [bib] [DOI:10.1109/CVPR52733.2024.01572] OR   IL  

  14. (TPAMI'24)-Shilv Cai, Liqun Chen, Zhijun Zhang, Xiangyun Zhao, and Jiahuan Zhou, Yuxin Peng, Luxin Yan, Sheng Zhong, and Xu Zou, "I2C: Invertible Continuous Codec for High-Fidelity Variable-Rate Image Compression", in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 6, pp. 4262-4279, Jun. 2024
    [pdf] [code] [bib] [DOI:10.1109/TPAMI.2024.3356557] AIGC  

  15. (TOMM'24)-Yanzhe Chen, Jiahuan Zhou, and Yuxin Peng, "SPIRIT: Style-guided Patch Interaction for Fashion Image Retrieval with Text Feedback", in IEEE Transactions on Information Forensics and Security, vol. 19, pp. 2696-2708, 2024
    [pdf] [code] [bib] [DOI:10.1109/TIFS.2024.3352408] V&L  

  16. (AAAI'24)-Kunlun Xu, Xu Zou, and Jiahuan Zhou*, "LSTKC: Long Short-Term Knowledge Consolidation for Lifelong Person Re-Identification", in Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence, vol. 38, no. 14, pp. 16202-16210, Vancouver, Canada, Feb.20 - Feb.28, 2024
    [pdf] [code] [bib] [DOI:10.1609/aaai.v38i14.29554] OR   IL  

  17. (AAAI'24)-Zichen Liu, Hongbo Sun, Yuxin Peng, and Jiahuan Zhou*, "DART: Dual-Modal Adaptive Online Prompting and Knowledge Retention for Test-Time Adaptation", in Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence, vol. 38, no. 13, pp. 14106-14114, Vancouver, Canada, Feb.20 - Feb.27, 2024
    [pdf] [code] [bib] [DOI:10.1609/aaai.v38i13.29320] PL   OL  

  18. (AAAI'24)-Zhenyu Cui, Yuxin Peng, Xun Wang, Manyu Zhu, and Jiahuan Zhou, "Continual Vision-Language Retrieval via Dynamic Knowledge Rectification", in Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence, vol. 38, no. 10, pp. 11704-11712, Vancouver, Canada, Feb.20 - Feb.28, 2024
    [pdf] [bib] [DOI:10.1609/aaai.v38i10.29054] IL   V&L  

  19. (AAAI'24)-Yanzhe Chen, Huasong Zhong, Xiangteng He, Yuxin Peng, Jiahuan Zhou, and Lele Cheng, "FashionERN: Enhance-and-Refine Network for Composed Fashion Image Retrieval", in Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence, vol. 38, no. 2, pp. 1228-1236, Vancouver, Canada, Feb.20 - Feb.27, 2024
    [pdf] [bib] [DOI:10.1609/aaai.v38i2.27885]

  20. (AAAI'24)-Shilv Cai, Liqun Chen, Sheng Zhong, Luxin Yan, Jiahuan Zhou, and Xu Zou, "Make Lossy Compression Meaningful for Low-light Images", in Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence, vol. 38, no. 8, pp. 8236-8245, Vancouver, Canada, Feb.20 - Feb.28, 2024
    [pdf] [code] [bib] [DOI:10.1609/aaai.v38i8.28664]

  21. (TIFS'24)-Zhenyu Cui, Jiahuan Zhou, and Yuxin Peng, "DMA: Dual Modality-Aware Alignment for Visible-Infrared Person Re-Identification", in IEEE Transactions on Information Forensics and Security, vol. 19, pp. 2696-2708, 2024
    [pdf] [code] [bib] [DOI:10.1109/TIFS.2024.3352408] OR   V2T  

  22. (计算机科学'24)-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, vol. 51, no.1, pp. 13-25.
    [pdf] [bib] OR   V2T  

  1. (ACM MM'23)-Hongbo Sun, Xiangteng He, Jiahuan Zhou, and Yuxin Peng, "Fine-Grained Visual Prompt Learning of Vision-Language Models for Image Recognition", in Proceedings of the 31st ACM Multimedia Conference, pp. 5828-5836, Ottawa, Canada, Oct.29 - Nov.3, 2023
    [pdf] [bib] [DOI:10.1145/3581783.361240] FR   PL   V&L  

  2. (ICIG'23)-Kunlun Xu, Yuxin Peng, and Jiahuan Zhou*, "Uncover the Body: Occluded Person Re-identification via Masked Image Modeling", in Proceedings of the 12th International Conference on Image and Graphics, pp. 241-253, Nanjing, China, Sep.22 - Sep.24, 2023
    [pdf] [bib] [DOI:10.1007/978-3-031-46305-1_20] OR  

  3. (TCSVT'23)-Zeqi Chen, Zhichao Cui, Chi Zhang, Jiahuan Zhou, and Yuehu Liu, "Dual Clustering Co-teaching with Consistent Sample Mining for Unsupervised Person Re-Identification", in IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 10, pp. 5908-5920, Oct. 2023
    [pdf] [bib] [DOI:10.1109/TCSVT.2023.3261898] OR  

  4. (TCSVT'23)-Zhenyu Cui, Jiahuan Zhou, Yuxin Peng, Shiliang Zhang, and Yaowei Wang, "DCR-ReID: Deep Component Reconstruction for Cloth-Changing Person Re-Identification", in IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 8, pp. 4415-4428, Aug. 2023
    [pdf] [code] [bib] [DOI:10.1109/TCSVT.2023.3241988] OR  

  5. (AAAI'23)-MengShun Hu, Kui Jiang, Zhixiang Nie, Jiahuan Zhou, and Zheng Wang, "Store and Fetch Immediately: Everything Is All You Need for Space-Time Video Super-Resolution", in Proceedings of the 37th Annual AAAI Conference on Artificial Intelligence, vol. 37, no. 1, pp. 863-871, Washington, DC, USA, Feb.7 - Feb.14, 2023
    [pdf] [bib] [DOI:10.1609/aaai.v37i1.25165] AIGC  

  6. (TPAMI'23)-Jiahuan Zhou, Bing Su, and Ying Wu, "Discriminative Self-Paced Group-Metric Adaptation for Online Visual Identification", in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 4, pp. 4368-4383, Apr. 2023
    [pdf] [bib] [DOI:10.1109/TPAMI.2022.3200036] OL  

  1. (ECCV'22)-Mingfu Liang, Jiahuan Zhou*, Wei Wei, and Ying Wu, "Balancing between Forgetting and Acquisition in Incremental Subpopulation Learning", in Proceedings of the European Conference on Computer Vision, pp. 364-380, Tel-Aviv, Israel, Oct.23 - Oct.27, 2022
    [pdf] [bib] [DOI:10.1007/978-3-031-19809-0_21] IL  

  2. (TPAMI'22)-Bing Su, Jiahuan Zhou*, Jirong Wen, and Ying Wu, "Linear and Deep Order-Preserving Wasserstein Discriminant Analysis", in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44, no. 6, pp. 3123-3138, Jun. 2022
    [pdf] [bib] [DOI:10.1109/TPAMI.2021.3050750]

  3. (CVPR'20)-Jiahuan Zhou, Bing Su, and Ying Wu, "Online Joint Multi-Metric Adaptation From Frequent Sharing-Subset Mining for Person Re-Identification", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 2909-2918, Seattle, USA, Jun.14 - Jun.19, 2020
    [pdf] [bib] [DOI:10.1109/CVPR42600.2020.00298] OR   OL  

  4. (CVPR'20, Oral)-Yansong Tang#, Zanlin Ni#, Jiahuan Zhou, Danyang Zhang, Jiwen Lu, Ying Wu, and Jie Zhou, "Uncertainty-aware Score Distribution Learning for Action Quality Assessment", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 9839-9848, Seattle, USA, Jun.14 - Jun.19, 2020
    [pdf] [bib] [DOI:10.48550/arXiv.2006.07665]

  5. (TPAMI'20)-Jiahuan Zhou, and Ying Wu, "Learning Visual Instance Retrieval from Failure: Efficient Online Local Metric Adaptation from Negative Samples", in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 42, no. 11, pp. 2858-2873, Nov. 2020
    [pdf] [bib] [DOI:TPAMI.2019.2918208] OL  

  6. (ICCV'19)-Bing Su, Jiahuan Zhou, and Ying Wu, "Order-preserving Wasserstein Discriminant Analysis", in Proceedings of the IEEE International Conference on Computer Vision, pp. 9885-9894, Seoul, Korea, Oct.27 - Nov.2, 2019
    [pdf] [bib] [DOI:10.1109/ICCV.2019.00998]

  7. (ICCV'19)-Xu Zou, Sheng Zhong, Luxin Yan, Xiangyun Zhao, Jiahuan Zhou*, and Ying Wu, "Learning Robust Facial Landmark Detection via Hierarchical Structured Ensemble", in Proceedings of the IEEE International Conference on Computer Vision, pp. 141-150, Seoul, Korea, Oct.27 - Nov.2, 2019
    [pdf] [bib] [DOI:10.1109/ICCV.2019.00023] OD  

  8. (ICIP'18)-Xinzhao Li, Yuehu Liu, Zeqi Chen, Jiahuan Zhou, and Ying Wu, "Fused Discriminative Metric Learning for Low Resolution Pedestrian Detection", in Proceedings of the IEEE International Conference on Image Processing, pp. 958-962, Athens, Greece, Oct.7 - Oct.10, 2018
    [pdf] [bib] [DOI:10.1109/ICIP.2018.8451791] OD  

  9. (CVPR'18)-Jiahuan Zhou, Bing Su, and Ying Wu, "Easy Identification from Better Constraints: Multi-Shot Person Re-Identification from Reference Constraints", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 5373-5381, Salt Lake City, USA, Jun.18 - Jun.22, 2018
    [pdf] [bib] [DOI:10.1109/CVPR.2018.00563] OR  

  10. (ICCV'17)-Jiahuan Zhou, Pei Yu, Tang Wei, and Ying Wu, "Efficient Online Local Metric Adaptation via Negative Samples for Person Re-Identification", in Proceedings of the IEEE International Conference on Computer Vision, pp. 2420-2428, Venice, Italy, Oct.22 - Oct.29, 2017
    [pdf] [bib] [DOI:10.1109/ICCV.2017.265] OR   OL  

  11. (ICCV'17)-Wei Tang, Pei Yu, Jiahuan Zhou, and Ying Wu, "Towards a Unified Compositional Model for Visual Pattern Modeling", in Proceedings of the International Conference on Computer Vision, pp. 2784-2793, Venice, Italy, Oct.22 - Oct.29, 2017
    [pdf] [bib] [DOI:10.1109/ICCV.2017.303]

  12. (TIP'17)-Bing Su, Jiahuan Zhou, Xiaoqing Ding, and Ying Wu, "Unsupervised Hierarchical Dynamic Parsing and Encoding for Action Recognition", in IEEE Transactions on Image Processing, vol. 26, no. 12, pp. 5784-5799, Aug. 2017
    [pdf] [bib] [DOI:10.1109/TIP.2017.2745212]

  13. (ECCV'16)-Bing Su, Jiahuan Zhou, Xiaoqing Ding, Hao Wang, and Ying Wu, "Hierarchical Dynamic Parsing and Encoding for Action Recognition", in Proceedings of the European Conference on Computer Vision, pp. 202-217, Amsterdam, Netherlands, Oct.11 - Oct.14, 2016
    [pdf] [bib] [DOI:10.1007/978-3-319-46493-0_13]

  14. (CVPR'16)-Pei Yu, Jiahuan Zhou, and Ying Wu, "Learning Reconstruction-based Remote Gaze Estimation", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 3447-3455, Las Vegas, USA, Jun.26 - Jul.1, 2016
    [pdf] [bib] [DOI:10.1109/CVPR.2016.375]

  15. (ICIP'16, Oral)-Jiahuan Zhou*, and Ying Wu, "Finding the Right Exemplars for Reconstructing Single Image Super-Resolution", in Proceedings of the IEEE International Conference on Image Processing, pp. 1414-1418, Phoenix, USA, Sep.25 - Sep.28, 2016
    [pdf] [bib] [DOI:10.1109/ICIP.2016.7532591] AIGC  

  16. (ICPR'12, Oral)-Han Hu, Jiahuan Zhou, Jianjiang Feng, and Jie Zhou, "Multi-way constrained spectral clustering by nonnegative restriction", in Proceedings of the International Conference on Pattern Recognition, pp. 1550-1553, Tsukuba, Japan, Nov.11 - Nov.15, 2012
    [pdf] [bib]

Note: * indicates the corresponding author; # indicates equal contribution.

Full list of publications in Google Scholar.

 

Academic Service

Associate Editor (AE):
  • Journal of Machine Vision and Applications (MVA)
 2023-present
Member of the Program Committee (PC):
  • The AAAI Conference on Artificial Intelligence (AAAI)
 2020-2024
Area Chair:
  • International Conference on Machine Learning (ICML)
 2025
  • Conference on Neural Information Processing Systems (NeurIPS)
 2024,2025
  • IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)
 2023,2024,2025
  • The 26th International Conference on Pattern Recognition (ICPR)
 2022,2023,2024
  • IEEE International Conference on Multimedia and Expo (ICME)
 2020,2021,2023
Conference Reviewer:
  • IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)
  • IEEE Int'l Conf. on Computer Vision (ICCV)
  • European Conf. on Computer Vision (ECCV)
  • Conference on Neural Information Processing Systems (NeurIPS)
  • International Conference on Learning Representations (ICLR)
  • International Conference on Machine Learning (ICML)
  • The AAAI Conference on Artificial Intelligence (AAAI)
  • British Machine Vision Conference (BMVC)
  • IEEE International Conference on Automatic Face and Gesture Recognition (FG)
Journal Reviewer:
  • IEEE Trans on Pattern Analysis and Machine Intelligence (IEEE TPAMI)
 2015-present
  • IEEE Trans on Circuits and Systems for Video Technology (IEEE TCSVT)
 2016-present
  • IEEE Trans on Image Processing (IEEE TIP)
 2017-present
  • Computer Vision and Image Understanding (CVIU)
 2018-present
  • IEEE Transactions on Information Forensics & Security (IEEE TIFS)
 2019-present
  • International Journal of Computer Vision (IJCV)
 2019-present
  • Signal, Image and Video Processing (SIVP)
 2019-present
  • Neurocomputing (NEUCOM)
 2020-present
  • IEEE Trans on Multimedia (IEEE TMM)
 2022-present