中国科学院自动化研究所副研究员，从事生物特征识别、数字人、人工智能基础理论的研究与应用。国际模式识别协会（IAPR）生物特征青年学者奖（YBIA）获得者（两年一次，每次从全球范围内评选40岁以下学者一名），获2024中国图象图形学学会自然科学二等奖（第一完成人）。共发表论文90余篇，其中作为第一作者发表T-PAMI论文 3篇，IJCV论文1篇，两次获得CVPR口头报告，发表文章的Google Scholar总引用次数为9600余次。获得三次国际竞赛冠军以及四项最佳论文及提名奖。授权国家发明专利12项。入选IEEE Senior Member，百度学术全球华人AI青年学者榜单（全球25人），受到腾讯犀牛鸟基金支持。任生物特征识别顶级期刊T-IFS (CCF:A类) Associate Editor，国际生物特征识别大会 IJCB 2025 Program Chair, 中国图象图形学学会青托俱乐部副主席。其他奖项包括2021中国电子学会科技进步二等奖、中国图象图形学学会优秀博士论文提名奖。提出的人脸三维建模方法在国际上产生了较广泛的影响力，相关成果被PyTorch官方Twitter报道，开源代码在Github上收获6000余星。相关技术已在电商、安防、金融等多个行业落地应用，与华为、阿里、腾讯、商汤、快手都建立了深入合作关系。研发的三维人脸及人体动捕系统在阿里数字人生、淘宝直播、天猫数字藏品等APP上线；研发的大规模人脸布控系统已在河南省公安厅、广州市公安局、无锡市公安局、福州市铁路公安处等单位应用；研发的人脸身份认证服务平台应用于人民银行、太平人寿、证通股份等金融单位。

   

081104-模式识别与智能系统
081203-计算机应用技术

生物特征识别
三维人脸/人体重建
神经网络可解释性

2012-09--2017-07   中国科学院自动化研究所   博士（导师：李子青）
2008-09--2012-07   四川大学   学士

   

2019-10~现在, 中国科学院自动化研究所, 副研究员
2017-07~2019-10,中国科学院自动化研究所, 助理研究员

人工智能原理与算法
视频监控及应用

   

（1） 2024 WACV 生成式时代人脸识别竞赛 冠军, 一等奖, 其他, 2024
（2） 中国图象图形学学会自然科学奖, 二等奖, 省级, 2024
（3） 国际模式识别协会（IAPR）生物特征青年学者奖（YBIA）(每两年评选一次，每次全球范围内评选一名), 一等奖, 其他, 2023
（4） 2023 中国生物特征识别大会（CCBR）最佳论文提名奖, 一等奖, 其他, 2023
（5） 百度学术AI华人青年学者榜单, 其他, 2022
（6） 2022中国生物特征识别大会（CCBR）最佳Poster论文, , 其他, 2022
（7） 中国电子学会科技进步奖, 二等奖, 部委级, 2021
（8） 北京科协青年人才托举工程, 市地级, 2021
（9） IEEE Senior Member, 其他, 2021
（10） 中国图像图形学会优秀博士论文提名奖, 二等奖, 部委级, 2020
（11） 2019 国际计算机视觉大会（ICCV）轻量级人脸识别竞赛 冠军, 一等奖, 其他, 2019
（12） 2019 IEEE国际多媒体与博览国际会议最佳学生论文提名奖, , 其他, 2018
（13） 2017 中国生物特征识别大会（CCBR）最佳学生论文奖, , 其他, 2017
（14） 2017 国际人脸和姿态识别会议（FG）人脸微表情竞赛第一名, 一等奖, 其他, 2017

[1] 雷震, 朱翔昱, 刘浩, 李子青. 基于证件照与现场照的人脸识别方法及系统. CN: CN108875559B, 2021-04-13.

[2] 朱翔昱, 雷震, 郭建珠. 基于元学习的域自适应的人脸识别方法、系统、装置. CN: CN112541458A, 2021-03-23.

[3] 朱翔昱, 雷震, 刘智威. 人脸关键点检测方法及装置. CN: CN108764048B, 2021-03-16.

[4] 朱翔昱, 雷震, 王金桥, 刘智威. 基于语义对齐的人脸关键点检测方法、系统、装置. CN: CN109902641B, 2021-03-02.

[5] 朱翔昱, 雷震, 于畅. 面向精细结构的三维人脸重建方法、系统、装置. CN: CN112002014A, 2020-11-27.

[6] 朱翔昱, 雷震, 刘浩, 李子青. 基于三维人脸模型的人脸关键点检测方法. CN: CN107122705B, 2020-05-19.

[7] 张士峰, 朱翔昱, 雷震, 李子青. 人脸检测方法及装置、计算机可读存储介质、设备. CN: CN107403141B, 2020-01-10.

[8] 雷震, 朱翔昱, 张士峰, 李子青. 人脸检测方法及装置、计算机可读存储介质、设备. CN: CN107220618B, 2019-12-24.

[9] 雷震, 朱翔昱, 刘浩. 基于神经网络的大规模非均衡数据的人脸识别方法、系统. CN: CN109948478A, 2019-06-28.

[10] 雷震, 庄楚斌, 张士峰, 朱翔昱. 基于多任务学习的人脸和关键点联合检测系统、方法. CN: CN109919097A, 2019-06-21.

   

[1] Yueying Kao, Bowen Pan, Miao Xu, 朱翔昱, Xiaobo Li, Zhen Lei. Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular Image. IEEE Transactions on Image Processing[J]. 2023, 第 4 作者  通讯作者  
[2] Qu Tang, Xiangyu Zhu, Zhen Lei, Zhaoxiang Zhang. Intrinsic Physical Concepts Discovery with Object-Centric Predictive Models. The IEEE/CVF Computer Vision and Pattern Recognition Conference, CVPR 2023. 2023, 第 2 作者
[3] Xiangyu Zhu, Hongyan Fei, Bin Zhang, Tianshuo Zhang, 张晓宇, Stan Z. Li, Zhen Lei. Face forgery detection by 3d decomposition and composition search. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)[J]. 2023, 第 1 作者
[4] Xiangyu Zhu, Tingting Liao, Xiaomei Zhang, Jiangjing Lyu, Zhiwen Chen, Yunfeng Wang, Kan Guo, Qiong Cao, Stan Z. Li, Zhen Lei. MVP-Human Dataset for 3D Clothed Human Avatar Reconstruction from Multiple Frames. IEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM)[J]. 2023, 第 1 作者
[5] Weisong Zhao, Xiangyu Zhu, Kaiwen Guo, 张晓宇, Zhen Lei. Grouped knowledge distillation for deep face recognition. AAAI Conference on Artificial Intelligence (AAAI). 2023, 第 2 作者
[6] Zhiyuan Ma, Xiangyu Zhu, Guojun Qi, Zhen Lei, Lei Zhang. OTAvatar: One-shot Talking Face Avatar with Controllable Tri-plane Rendering. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. 2023, 第 2 作者
[7] Chang, Yu, Xiangyu Zhu, Xiaomei Zhang, Zhaoxiang Zhang, Zhen Lei. Graphics Capsule: Learning Hierarchical 3D Face Representations from 2D Images. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. 2023, 第 2 作者  通讯作者  
[8] Xiangyu Zhu, Chang Yu, Di Huang, Zhen Lei, Hao Wang, Stan Z. Li. Beyond 3DMM: Learning to Capture High-fidelity 3D Face Shape. IEEE Transaction on Pattern Analysis and Machine Intelligence[J]. 2022, 第 1 作者
[9] Xiaomei Zhang, Yingying Chen, Ming Tang, Jinqiao Wang, Xiangyu Zhu, Zhen Lei. Human Parsing with Part-aware Relation Modeling. IEEE Transactions on Multimedia[J]. 2022, 第 5 作者
[10] Zhao, Weisong, Zhu, Xiangyu, Shi, Haichao, Zhang, XiaoYu, Lei, Zhen. Consistent Sub-Decision Network for Low-Quality Masked Face Recognition. IEEE SIGNAL PROCESSING LETTERS[J]. 2022, 第 2 作者29: 1147-1151, http://dx.doi.org/10.1109/LSP.2022.3170246.
[11] Tianshuo Zhang, Xiangyu Zhu, Feng Pan, Ke Xiang, 雷震. Face Forgery Detection by Multi-dimensional Image Decomposition. CCBR. 2022, 第 2 作者
[12] Zheng Sun, Xiangyu Zhu, Zhen Lei, Ma, Xibo. Caged Monkey Dataset: A New Benchmark for Caged Monkey Pose Estimation. PRCV. 2022, 第 2 作者
[13] Zongzhao Li, Xiangyu Zhu, Zhen Lei, Zhaoxiang Zhang. Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction. AAAI Conference on Artificial Intelligence (AAAI). 2022, 第 2 作者
[14] Xiaomei Zhang, Feng Pan, Ke Xiang, Xiangyu Zhu, Chang Yu, Zidu Wang, Zhen Lei. Contrastive and Consistent Learning for Unsupervised Human Parsing. CCBR. 2022, 第 4 作者
[15] Qu Tang, Xiangyu Zhu, Zhen Lei, Zhaoxiang Zhang. Object Dynamics Distillation for Scene Decomposition and Representation. 5th International Conference on Learning Representations (ICLR 2022). 2022, 第 2 作者
[16] 雷震. Face Forgery Detection by 3D Decomposition. Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition. 2021, 
[17] Liao, Tingting, Zhu, Xiangyu, Lei, Zhen, Li, Stan Z, Feng, J, Zhang, J, Liu, M, Fang, Y. 3D Context-Aware PIFu for Clothed Human Reconstruction. BIOMETRIC RECOGNITION (CCBR 2021). 2021, 第 2 作者12878: 128-138, 
[18] Liu, Hao, Zhu, Xiangyu, Lei, Zhen, Cao, Dong, Li, Stan Z. Fast Adapting Without Forgetting for Face Recognition. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2021, 第 2 作者31(8): 3093-3104, http://dx.doi.org/10.1109/TCSVT.2020.3035890.
[19] Guo, Jianzhu, Zhu, Xiangyu, Lei, Zhen, Li, Stan Z. Decomposed Meta Batch Normalization for Fast Domain Adaptation in Face Recognition. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2021, 第 2 作者16(-): 3082-3095, http://dx.doi.org/10.1109/TIFS.2021.3073823.
[20] Guo, Jianzhu, Zhu, Xiangyu, Yang, Yang, Yang, Fan, Lei, Zhen, Li, Stan Z. Towards Fast, Accurate and Stable 3D Dense Face Alignment. 2021, 第 2 作者http://arxiv.org/abs/2009.09960.
[21] Wang, Zezheng, Yu, Zitong, Zhao, Chenxu, Zhu, Xiangyu, Qin, Yunxiao, Zhou, Qiusheng, Zhou, Feng, Lei, Zhen, IEEE. Deep Spatial Gradient and Temporal Depth Learning for Face Anti-spoofing. 2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2020, 第 4 作者5041-5050, 
[22] Yu, Chang, Zhu, Xiangyu, Lei, Zhen, Li, Stan Z. Out-of-Distribution Detection for Reliable Face Recognition. IEEE SIGNAL PROCESSING LETTERS[J]. 2020, 第 2 作者27: 710-714, http://dx.doi.org/10.1109/LSP.2020.2988140.
[23] 雷震. Beyond 3DMM Space: Towards Fine-grained 3D Face Reconstruction. Proceedings of 16th European Conference on Computer Vision. 2020, 
[24] Guo, Jianzhu, Zhu, Xiangyu, Zhao, Chenxu, Cao, Dong, Lei, Zhen, Li, Stan Z, IEEE. Learning Meta Face Recognition in Unseen Domains. 2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2020, 第 2 作者6162-6171, http://dx.doi.org/10.1109/CVPR42600.2020.00620.
[25] 朱翔昱. Learning Meta Model for Zero-and Few-shot Face Anti-spoofing. AAAI Conference on Artificial Intelligence (AAAI). 2020, 第 1 作者
[26] Guo Jianzhu, Zhu Xiangyu, Zhao Chenxu, Cao Dong, Lei Zhen, Li Stan Z. Learning Meta Face Recognition in Unseen Domains. 2020, 第 2 作者http://arxiv.org/abs/2003.07733.
[27] Cao, Dong, Zhu, Xiangyu, Huang, Xingyu, Guo, Jianzhu, Lei, Zhen, IEEE. Domain Balancing: Face Recognition on Long-Tailed Domains. 2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2020, 第 2 作者5670-5678, 
[28] Liu, Yinglu, Shen, Hao, Si, Yue, Wang, Xiaobo, Zhu, Xiangyu, Shi, Hailin, Hong, Zhibin, Guo, Hanqi, Guo, Ziyuan, Chen, Yanqin, Li, Bi, Xi, Teng, Yu, Jun, Xie, Haonian, Xie, Guochen, Li, Mengyan, Lu, Qing, Wang, Zengfu, Lai, Shenqi, Chai, Zhenhua, Wei, Xiaoming, IEEE. GRAND CHALLENGE OF 106-POINT FACIAL LANDMARK LOCALIZATION. 2019 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA & EXPO WORKSHOPS (ICMEW). 2019, 第 5 作者613-616, 
[29] Xiangyu Zhu, Stan Z Li, Zhen Lei, Chubin Zhuang, Shifeng Zhang. Single Shot Attention-Based Face Detector. LECTURE NOTES IN COMPUTER SCIENCE. 2019, 第 1 作者http://ir.ia.ac.cn/handle/173211/23068.
[30] Liu, Hao, Zhu, Xiangyu, Lei, Zhen, Li, Stan Z, IEEE Comp Soc. AdaptiveFace: Adaptive Margin and Sampling for Face Recognition. 2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019). 2019, 第 2 作者11939-11948, 
[31] Liu, Zhiwei, Zhu, Xiangyu, Tang, Ming, Lei, Zhen, Wang, Jinqiao. Efficient Face Alignment with Fast Normalization and Contour Fitting Loss. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2019, 第 2 作者15(3): http://dx.doi.org/10.1145/3338842.
[32] Jin, Haibo, Zhang, Shifeng, Zhu, Xiangyu, Tang, Yinhang, Lei, Zhen, Li, Stan Z, IEEE. Learning Lightweight Face Detector with Knowledge Distillation. 2019 INTERNATIONAL CONFERENCE ON BIOMETRICS (ICB). 2019, 第 3 作者
[33] Guo, Jianzhu, Zhu, Xiangyu, Xiao, Jinchuan, Lei, Zhen, Wan, Genxun, Li, Stan Z, IEEE. Improving Face Anti-Spoofing by 3D Virtual Synthesis. 2019 INTERNATIONAL CONFERENCE ON BIOMETRICS (ICB). 2019, 第 2 作者
[34] Liu, Zhiwei, Zhu, Xiangyu, Hu, Guosheng, Guo, Haiyun, Tang, Ming, Lei, Zhen, Robertson, Neil M, Wang, Jinqiao, IEEE Comp Soc. Semantic Alignment: Finding Semantically Consistent Ground-truth for Facial Landmark Detection. 2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019). 2019, 第 2 作者3462-3471, 
[35] Zhang, Lu, Zhu, Xiangyu, Chen, Xiangyu, Yang, Xu, Lei, Zhen, Liu, Zhiyong, IEEE. Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection. 2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2019). 2019, 第 2 作者5126-5136, 
[36] 朱翔昱. Dense Facial Landmark Localization: database and annotation tool. IEEE 34rd Youth Academic Annual Conference of Chinese Association of Automation (YAC). 2019, 第 1 作者
[37] Zhu, Xiangyu, Liu, Xiaoming, Lei, Zhen, Li, Z. Face Alignment in Full Pose Range: A 3D Total Solution. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2019, 第 1 作者41(1): 78-92, 
[38] Zhu, Xiangyu, Liu, Hao, Lei, Zhen, Shi, Hailin, Yang, Fan, Yi, Dong, Qi, Guojun, Li, Stan Z. Large-Scale Bisample Learning on ID Versus Spot Face Recognition. INTERNATIONAL JOURNAL OF COMPUTER VISION[J]. 2019, 第 1 作者127(6-7): 684-700, http://ir.ia.ac.cn/handle/173211/24236.
[39] Zhang Lu, Zhu Xiangyu, Chen Xiangyu, Yang Xu, Lei Zhen, Liu Zhiyong. Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection. 2019, 第 2 作者http://arxiv.org/abs/1901.02645.
[40] Guo, Jianzhu, Zhu, Xiangyu, Lei, Zhen, Li, Stan Z, Zhou, J, Wang, Y, Sun, Z, Jia, Z, Feng, J, Shan, S, Ubul, K, Guo, Z. Face Synthesis for Eyeglass-Robust Face Recognition. BIOMETRIC RECOGNITION, CCBR 2018. 2018, 第 2 作者10996: 275-284, 
[41] Zhang, Shifeng, Zhu, Xiangyu, Lei, Zhen, Wang, Xiaobo, Shi, Hailin, Li, Stan Z. Detecting Face with Densely Connected Face Proposal Network. NEUROCOMPUTING[J]. 2018, 第 2 作者284: 119-127, http://dx.doi.org/10.1016/j.neucom.2018.01.012.
[42] Zhen Lei, Xiaojie Guo, Hailin Shi, Xiaobo Wang, Stan Z Li, Xiangyu Zhu. Co-Referenced Subspace Clustering. 2018, 第 6 作者http://ir.ia.ac.cn/handle/173211/20917.
[43] Stan Z Li, 雷震, Jianzhu Guo, Xiangyu Zhu. Face Synthesis for Eyeglasss-Robust Face Recognition. LECTURE NOTES IN COMPUTER SCIENCE. 2018, 第 4 作者http://ir.ia.ac.cn/handle/173211/23069.
[44] Zhuang Chubin, Zhang Shifeng, Zhu Xiangyu, Lei Zhen, Li Stan Z, Zhou J, Wang Y, Sun Z, Jia Z, Feng J, Shan S, Ubul K, Guo Z. Single Shot Attention-Based Face Detector. BIOMETRIC RECOGNITION, CCBR 2018. 2018, 第 3 作者10996: 285-293, 
[45] Shi, Hailin, Wang, Xiaobo, Yi, Dong, Lei, Zhen, Zhu, Xiangyu, Li, Stan Z. Cross-Modality Face Recognition via Heterogeneous Joint Bayesian. IEEE SIGNAL PROCESSING LETTERS[J]. 2017, 第 5 作者24(1): 81-85, http://dx.doi.org/10.1109/LSP.2016.2637400.
[46] Stan Z Li, Xiaobo Wang, Hailin Shi, Zhen Lei, Xiangyu Zhu, Shifeng Zhang. FaceBoxes: A CPU Real-time Face Detector with High Accuracy. 2017, 第 5 作者http://arxiv.org/abs/1708.05234.
[47] Shifeng Zhang, Stan Z Li, Xiaobo Wang, Hailin Shi, Zhen Lei, Xiangyu Zhu. S3FD: Single Shot Scale-invariant Face Detector. 2017, 第 6 作者http://arxiv.org/abs/1708.05237.
[48] Zhang, Shifeng, Zhu, Xiangyu, Lei, Zhen, Shi, Hailin, Wang, Xiaobo, Li, Stan Z, IEEE. FaceBoxes: A CPU Real-time Face Detector with High Accuracy. 2017 IEEE INTERNATIONAL JOINT CONFERENCE ON BIOMETRICS (IJCB). 2017, 第 2 作者1-9, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000426973200001.
[49] Xiangyu Zhu, 雷震, Stan Z Li, Tianyu Fu, Wang Tao. Countermeasures to face photo spoofing attacks by exploiting structure and texture information from rotated face sequences. MOBILE BIOMETRICS. 2017, 第 1 作者http://ir.ia.ac.cn/handle/173211/20058.
[50] 朱翔昱. Detecting Face with Densely Connected Face Proposal Network (Best Student Paper Award). Chinese Conference on Biometrics (CCBR). 2017, 第 1 作者
[51] Xiangyu Zhu, Zhen Lei, Stan Z Li, Weishi Zheng, Shengcai Liao, Yang Yang, Hailin Shi. Embedding Deep Metric for Person Re-identification: A Study Against Large Variations. LECTURE NOTES IN COMPUTER SCIENCE. 2016, 第 1 作者http://ir.ia.ac.cn/handle/173211/23074.
[52] Zhu, Xiangyu, Lei, Zhen, Liu, Xiaoming, Shi, Hailin, Li, Stan Z, IEEE. Face Alignment Across Large Poses: A 3D Solution. 2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2016, 第 1 作者146-155, 
[53] Shi, Hailin, Yang, Yang, Zhu, Xiangyu, Liao, Shengcai, Lei, Zhen, Zheng, Weishi, Li, Stan Z, Leibe, B, Matas, J, Sebe, N, Welling, M. Embedding Deep Metric for Person Re-identification: A Study Against Large Variations. COMPUTER VISION - ECCV 2016, PT I. 2016, 第 3 作者9905: 732-748, 
[54] 李子青, 石海林, 朱翔昱, 雷震, 廖胜才. Learning Discriminative Features with Class Encoder. PROCEEDINGS OF 29TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, (CVPRW 2016). 2016, 第 3 作者1119-1125, 
[55] Zhu, Xiangyu, Lei, Zhen, Liu, Xiaoming, Shi, Hailin, Li, Stan Z, IEEE. Face Alignment Across Large Poses: A 3D Solution. 2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2016, 第 1 作者146-155, 
[56] 石海林, 郑伟诗, 李子青, 雷震, 雷震, 廖胜才, 朱翔昱, 杨阳. Embedding Deep Metric for Person Re-identication: A Study Against Large Variations. 2016, 第 7 作者http://arxiv.org/abs/1611.00137.
[57] Zhu Xiangyu, Yan Junjie, Yi Dong, Lei Zhen, Li Stan Z, IEEE. Discriminative 3D Morphable Model Fitting. 2015 11TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG), VOL. 1. 2015, 第 1 作者
[58] Liao, Shengcai, Hu, Yang, Zhu, Xiangyu, Li, Stan Z, IEEE. Person Re-identification by Local Maximal Occurrence Representation and Metric Learning. 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2015, 第 3 作者2197-2206, 
[59] Liao, Shengcai, Hu, Yang, Zhu, Xiangyu, Li, Stan Z, IEEE. Person Re-identification by Local Maximal Occurrence Representation and Metric Learning. 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2015, 第 3 作者2197-2206, 
[60] Zhu Xiangyu, Lei Zhen, Yi Dong, Yan Junjie, Li Ziqing. High-Fidelity Pose and Expression Normalization for Face Recognition in the Wild. 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2015, 第 1 作者787-796, 
[61] Xiangyu Zhu, Stan Z Li, Zhen Lei, Yinan Yu, Junjie Yan. Object Detection by Labeling Superpixels. 2015, 第 1 作者http://ir.ia.ac.cn/handle/173211/20049.
[62] Zhu Xiangyu, Lei Zhen, Yan Junjie, Yi Dong, Li Stan Z, IEEE. High-Fidelity Pose and Expression Normalization for Face Recognition in the Wild. 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2015, 第 1 作者787-796, 
[63] Yan Junjie, Yu Yinan, Zhu Xiangyu, Lei Zhen, Li Stan Z, IEEE. Object Detection by Labeling Superpixels. 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2015, 第 3 作者5107-5116, 
[64] 朱翔昱, 雷震. Robust 3D Morphable Model Fitting by Sparse SIFT Flow. INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR). 2014, 第 1 作者4044 - 4049, http://ir.ia.ac.cn/handle/173211/4461.

（1） Countermeasures to face photo spoofing attacks by exploiting structure and texture information from rotated face sequences, IET Digital Library, 2017-01, 第 3 作者
（2） Handbook of Face Recognition-Chapter 3 Facial Landmark Localization, Springer, 2024-01, 第 1 作者

学术服务：

• Associate Editor, IEEE Transactions on Information Forensics and Security (TIFS) （CCF：A类期刊）
• Program Chair, The IEEE International Joint Conference on Biometrics (IJCB) 2025
• Area Chair, The Association for the Advancement of Artificial Intelligence (AAAI) 2020,2021,2022
• Area Chair, The IEEE International Joint Conference on Biometrics (IJCB) 2023
• 中国图象图形学学会（CSIG）青托俱乐部，副主席

学术活动组织：

• 2024 CCBR Workshop: “面部生物特征识别论坛”
• 2024 Valse Webinar: “数字人脸生成：二维方法与三维方法”
• 2022 ECCV Workshop: “1st International Workshop and Challenge on People Analysis: From Face, Body and Fashion to 3D Virtual Avatars”
• 2021 CVPR Competition: “3D face reconstruction from multiple 2D images”
• 2021 ICME Competition: “The 3rd Grand Challenge of 106-Point Facial Landmark Localization” 
• 2020 ICME Competition:”The 2nd Grand Challenge of 106-Point Facial Landmark Localization”
• 2019 ICME Competition:”Grand Challenge of 106-p Facial Landmark Localization”

（ 1 ） 中国科学院青年创新促进会, 主持, 研究所（学校）, 2021-01--2024-12
（ 2 ） 基于深度时空关系的视频关键点跟踪, 主持, 国家级, 2019-01--2021-12
（ 3 ） 拟人化网络多媒体深度伪造技术研究, 参与, 国家级, 2020-07--2023-06
（ 4 ） 基于特征点的人脸三维重建技术, 主持, 院级, 2018-11--2020-06
（ 5 ） 人脸识别算法与应用研究, 主持, 院级, 2020-12--2021-11
（ 6 ） 人脸活体检测测试, 主持, 院级, 2021-01--2021-12
（ 7 ） 三维人脸识别校正算法用3D人脸模型、3D人脸数据库和接口制作技术服务, 主持, 院级, 2018-11--2019-12

（1）讲习班：人脸防伪技术与挑战   NCIG 2020 第二十届全国图象图形学学术会议   2020-06-28
（2）讲习班：人脸识别中的安全问题   CCBR 2019 中国生物特征识别大会   2019-10-12