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黄永祯 教授 博士生导师 硕士生导师 收藏 完善纠错
北京师范大学    人工智能学院

个人简介

黄永祯,湖南郴州人,2006年毕业于华中科技大学获学士学位,2011年毕业于中国科学院自动化所获博士学位(师从谭铁牛院士),现任北京师范大学教授、多模态感知与计算团队负责人,研究方向包括计算机视觉、多模态大模型、具身智能、AI4Science等。 黄永祯博士在人工智能领域出版专著1部并发表论文130多篇, 引用约9000次,入选2025年全球前2%顶尖科学家榜单(斯坦福大学(Stanford University)与爱思唯尔(Elsevier)共同发布), 获近100项专利授权和10多项荣誉奖励,如中国专利优秀奖、中国科学院科技成果转化一等奖、北京市科学技术二等奖、天津市科技进步特等奖、中国图象图形学学会科技进步二等奖,入选国家万人计划青年拔尖人才、北京市科技新星、中科院青促会、北京市青年骨干人才、华为昇腾MVP等。黄永祯博士现任/曾任中国图象图形学学会理事和视觉检测专委会副主任、中国计算机学会计算机视觉专委会委员、中国人工智能学会模式识别专委会委员、国际期刊Neurocomputing编委以及10多个国际会议的程序委员会委员。 教育背景 2006年-2011年 中国科学院自动化研究所 模式识别与智能系统 博士 (导师:谭铁牛院士) 2002年-2006年 华中科技大学人工智能与自动化学院 自动化 学士 工作经历 2022年-现在 北京师范大学人工智能学院 教授 2021年-2022年 北京师范大学人工智能学院 副教授 2013年-2021年 中国科学院自动化研究所 副研究员 2011年-2013年 中国科学院自动化研究所 助理研究员

研究领域

计算机视觉与模式识别 计算机视觉、多模态大模型、具身智能、AI4Science

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

1. Panjian Huang, Saihui Hou, Chunshui Cao, Xu Liu, and Yongzhen Huang, Vocabulary-Guided Gait Recognition, Proceedings of Annual Conference on Neural Information Processing Systems (NeurIPS, CCF-A), 2025. 2. Shaopeng Yang, Saihui Hou, Chunshui Cao, Xu Liu, Kang Ma, Yongzhen Huang , Multimodal Mutual Learning for Unsupervised Gait Recognition, IEEE Transactions on Information Forensics and Security (TIFS, CCF-A), 2025. 3. Shibei Meng, Yang Fu, Saihui Hou, Xuecai Hu, Chunshui Cao, Xu Liu and Yongzhen Huang , From FastPoseGait to GPGait++: Bridging the Past and Future for Pose-based Gait Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, CCF-A), 2025. 4. Shihao Li, Zhuhong Shao, Rongyin Qin, Yongzhen Huang , Peipeng Liang, Xiaobai Li, Yinan Jiang, Yanhe Deng, Tie Liu, Xiaohui Tan , Audio-visual Feature Disentanglement and Fusion Network for Automatic Depression Severity Prediction , I EEE Transactions on Affective Computing ( TAC, CCF-B ), 2025. 5. Panjian Huang, Saihui Hou, Junzhou Huang, Yongzhen Huang , Learning A Unified Template for Gait Recognition, in IEEE/CVF Conference on Computer Vision (ICCV, CCF-A), 2025. 6. Saihui Hou, Panjian Huang, Zengbin Wang, Yuan Liu, Zeyu Li, Man Zhang, Yongzhen Huang , OpenAnimals: Revisiting Person Re-Identification for Animals Towards Better Generalization, in IEEE/CVF Conference on Computer Vision (ICCV, CCF-A), 2025. 7. Zengbin Wang, Saihui Hou, Junjie Li, Xu Liu, Chunshui Cao, Yongzhen Huang , Siye Wang, Man Zhang, Gait-X: Exploring X modality for Generalized Gait Recognition, in IEEE/CVF Conference on Computer Vision (ICCV, CCF-A), 2025. 8. Yuan Liu, Saihui Hou, Saijie Hou, Jiabao Du, Shibei Meng, Yongzhen Huang , OmniDiff: A Comprehensive Benchmark for Fine-grained Image Difference Captioning, in IEEE/CVF Conference on Computer Vision (ICCV, CCF-A), 2025. 9. Wenpeng Lang, Saihui Hou, Yongzhen Huang , Beyond Sparse Keypoints: Dense Pose Modeling for Robust Gait Recognition, in ACM International Conference on Multimedia (ACM MM, CCF-A), 2025. 10. Shibei Meng, Saihui Hou, Yang Fu, Xuecai Hu, Junzhou Huang, Yongzhen Huang , Seeing from Magic Mirror: Contrastive Learning from Reconstruction for Pose-based Gait Recognition, in ACM International Conference on Multimedia (ACM MM, CCF-A), 2025. 11. Shaopeng Yang, Jilong Wang, Saihui Hou, Xu Liu, Chunshui Cao, Liang Wang, Yongzhen Huang , Bridging Gait Recognition and Large Language Models Sequence Modeling, IEEE Conference on Computer Vision and Pattern Recognition (CVPR, CCF-A), 2025. 12. Chao Fan, Saihui Hou, Junhao Liang, Chuanfu Shen, Jingzhe Ma, Dongyang Jin, Yongzhen Huang , Shiqi Yu, OpenGait: A Comprehensive Benchmark Study for Gait Recognition Towards Better Practicality, in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, CCF-A), 2025. 13. Jilong Wang, Saihui Hou, Xianda Guo, Yan Huang, Yongzhen Huang , Tianzhu Zhang, Liang Wang, GaitC3I: Robust Cross-Covariate Gait Recognition via Causal Intervention, IEEE Transactions on Circuits and System for Video Technology (TCSVT, CCF-B), 2025. 14. Xuqing Ren, Shaopeng Yang, Saihui Hou, Chunshui Cao, Xu Liu, Yongzhen Huang , Unsupervised Gait Recognition with Selective Fusion, IEEE Transaction on Biometrics, Behavior, and Identity Science (TBIOM), 2025. 15. Chenye Wang, Saihui Hou, Aoqi Li, Qingyuan Cai and Yongzhen Huang , RA-GAR: A Richly Annotated Benchmark for Gait Attribute Recognition, AAAI Conference on Artificial Intelligence (AAAI, CCF-A), 2025. 16. Saihui Hou Zengbin Wang Man Zhang Chunshui Cao Xu Liu and Yongzhen Huang , Edge-Oriented Adversarial Attack for Deep Gait Recognition, International Journal of Computer Vision (IJCV, CCF-A), 2024. 17. Aoqi Li, Saihui Hou, Chenye Wang, Qingyuan Cai, Yongzhen Huang , AerialGait: Bridging Aerial and Ground Views for Gait Recognition, ACM International Conference on Multimedia (MM, CCF-A), 2024. 18. Saihui Hou, Xuecai Hu, Chunshui Cao, Xu Liu and Yongzhen Huang , Adaptive Knowledge Transfer for Weak-Shot Gait Recognition, IEEE Transactions on Information Forensics and Security (TIFS, CCF-A), 2024. 19. Min Ren, Yunlong Wang, Yuhao Zhu, Yongzhen Huang , Zhenan Sun, Qi Li, Tieniu Tan, Artificial Immune System of Secure Face Recognition Against Adversarial Attacks, International Journal of Computer Vision (IJCV, CCF-A), 2024. 20. Min Ren, Yuhao Zhu, Yunlong Wang, Yongzhen Huang , Zhenan Sun, Understanding Deep Face Representation via Attribute Recovery, IEEE Transactions on Information Forensics and Security (TIFS, CCF-A), 2024. 21. Kang Ma, Ying Fu, Chunshui Cao, Saihui Hou, Yongzhen Huang , Dezhi Zheng, Learning Visual Prompt for Gait Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR, CCF-A), 2024. 22. Zhenye Luo, Min Ren, Xuecai Hu, Yongzhen Huang , Li Yao, POPDG: Popular 3D Dance Generation with PopDanceSet, IEEE Conference on Computer Vision and Pattern Recognition (CVPR, CCF-A), 2024. 23. Panjian Huang, Saihui Hou, Chunshui Cao, Xu Liu, Xuecai Hu, and Yongzhen Huang , Integral Pose Learning via Appearance Transfer for Gait Recognition, IEEE Transactions on Information Forensics and Security (TIFS, CCF-A), 2024. 24. Saihui Hou, Panjian Huang, Xu Liu, Chunshui Cao, and Yongzhen Huang , Cloth-Imbalanced Gait Recognition via Hallucination, IEEE Transactions on Circuits and System for Video Technology (TCSVT, CCF-B), 2024. 25. Qingyuan Cai, Xuecai Hu, Saihui Hou, Li Yao, Yongzhen Huang , Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal Denoiser, AAAI Conference on Artificial Intelligence (AAAI, CCF-A), 2024. 26. Zengbin Wang, Saihui Hou, Man Zhang, Xu Liu, Chunshui Cao, Yongzhen Huang , Peipei Li, Shibiao Xu, QAGait: Revisit Gait Recognition from a Quality Perspective, AAAI Conference on Artificial Intelligence (AAAI, CCF-A), 2024. 27. Chao Fan, Saihui Hou, Jilong Wang, Yongzhen Huang , and ShiqiYu, Learning Gait Representation from Massive Unlabelled Walking Videos: A Benchmark, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, CCF-A), 2024. 28. Xu Song, Saihui Hou, Yan Huang, Chunshui Cao, Xu Liu, Yongzhen Huang , Caifeng Shan, Gait Attribute Recognition: A New Benchmark for Learning Richer Attributes from Human Gait Patterns, IEEE Transactions on Information Forensics and Security (TIFS, CCF-A), 2024. 29. Aoqi Li, Qingyuan Cai, Saihui Hou and Yongzhen Huang , Gait Recognition with Drones: A Benchmark, IEEE Transactions on Multimedia (TMM, CCF-B), 2024. 30. Zengbin Wang, Saihui Hou, Man Zhang, Xu Liu, Chunshui Cao, Yongzhen Huang , GaitParsing: Human Semantic Parsing for Gait Recognition, IEEE Transactions on Multimedia (TMM, CCF-B), 2024. 31. Chunfeng Song 1 , Yongzhen Huang 1 , Weining Wang, Liang Wang, CASIA-E: A Large Comprehensive Dataset for Gait Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, CCF-A), 2023. 32. Saihui Hou, Xu Liu, Chunshui Cao and Yongzhen Huang , Gait Quality Aware Network: Toward the Interpretability of Silhouette-based Gait Recognition, IEEE Transactions on Neural Networks and Learning Systems (TNNLS, CCF-B), 2023. 33. Saihui Hou, Chao Fan, Chunshui Cao, Xu Liu and Yongzhen Huang , A Comprehensive Study on the Evaluation of Silhouette-based Gait Recognition, IEEE Transaction on Biometrics, Behavior, and Identity Science (TBIOM), 2023. 34. Kang Ma, Ying Fu, Dezhi Zheng, Yunjie Peng, Chunshui Cao and Yongzhen Huang , Fine-grained Unsupervised Domain Adaptation for Gait Recognition, IEEE Conference on Computer Vision (ICCV, CCF-A), 2023. 35. Yang Fu, Shibei Meng, Saihui Hou, Xuecai Hu and Yongzhen Huang , GPGait: Generalized Pose-based Gait Recognition, IEEE Conference on Computer Vision (ICCV, CCF-A), 2023. 36. Jilong Wang, Saihui Hou, Yan Huang, Chunshui Cao, Xu Liu, Yongzhen Huang , Liang Wang, Causal Intervention for Sparse-View Gait Recognition, ACM International Conference on Multimedia (MM, CCF-A), 2023. 37. Zengbin Wang, Saihui Hou, Man Zhang, Xu Liu, Chunshui Cao, Yongzhen Huang , Shibiao Xu, LandmarkGait: Intrinsic Human Parsing for Gait Recognition, ACM International Conference on Multimedia (MM, CCF-A), 2023. 38. Kang Ma, Ying Fu, Dezhi Zheng, Chunshui Cao, Xuecai Hu, and Yongzhen Huang, Dynamic Aggregated Network for Gait Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR, CCF-A), 2023. 39. Chao Fan, Junhao Liang, Chuanfu Shen, Saihui Hou, Yongzhen Huang , Shiqi Yu, OpenGait: Revisiting Gait Recognition Towards Better Practicality, IEEE Conference on Computer Vision and Pattern Recognition (CVPR, CCF-A), 2023. 40. Weijia Li, Saihui Hou, Chunjie Zhang, Chunshui Cao, Xu Liu, Yongzhen Huang , Yao Zhao, An In-depth Exploration of Person Re-identification And Gait Recognition in Cloth-Changing Conditions, IEEE Conference on Computer Vision and Pattern Recognition (CVPR, CCF-A), 2023.

学术兼职

Associate Editor, IEEE trans. on Biometrics, Behavior, and Identity Science(2025) Associate Editor, Neurocomputing(2013-2018) 理事,中国图象图形学学会(2020.12.9-2023.8.16) 副主任,中国图象图形学学会视觉检测专业委员会(2017.11.28-2024.10.28) 理事,全国人工智能计量协同创新生态伙伴联盟 (2020.12.30-现在)

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