中国科学院计算技术研究所副研究员，硕士生导师。主要研究基于计算机视觉的情感感知与理解方法，重点关注人脸表情分析、视线估计及其在孤独症早期客观评估等方面的应用。分别于2011年和2017年获北京航空航天大学工学学士和工学博士学位，2013-2015年访学于美国卡内基梅隆大学。主持2项国家自然科学基金(青年基金1项、面上项目1项)，骨干参与科技部重点研发计划、中科院国际合作项目等。在包括IEEE T-PAMI、IEEE T-IP、CVPR、ICCV、ECCV在内的领域内高水平期刊和会议上共发表论文20余篇，入选2020年度IEEE TIP下载量前25文章，获得相关国际学术竞赛冠军2次，中科院计算所优秀科研人员(2020年)，担任IEEE T-PAMI、IEEE T-IP、IEEE T-AC、CVPR、ICCV、ECCV、ICLR等国际期刊和会议审稿人。 

教育及工作经历： 

2021年9月 — 今：中科院计算所，副研究员  

2017年4月 — 2021年9月：中科院计算所，助理研究员  

2013年9月 — 2015年8月：美国卡内基梅隆大学，访学（国家留学基金委资助）  

2011年9月 — 2017年3月：北京航空航天大学，计算机学院，博士生  

2007年9月 — 2011年7月：北京航空航天大学，高等工程学院，本科生 

VIPL实验室个人主页：https://vipl.ict.ac.cn/people/jbzeng/  

个人主页：https://dualplus.github.io/ 

谷歌学术主页：https://scholar.google.com/citations?user=N9elZDYAAAAJ&hl=zh-CN 

期刊文章: 

[1] Yong Li, Jiabei Zeng, Shiguang Shan. Learning Representations for Facial Actions from Unlabeled Videos. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020.  

[2] Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen. Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism. IEEE Transactions on Image Processing, 2019, 28(5): 2439-2450.  

[3] Jiabei Zeng, Yang Liu, Biao Leng, Zhang Xiong, Yiu-ming Cheung. Dimensionality Reduction in Multiple Ordinal Regression. IEEE transactions on neural networks and learning systems, 2018, 29(9): 4088-4101.  

[4] Jiabei Zeng, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, and Zhang Xiong. Confidence Preserving Machine for Facial Action Unit Detection. IEEE Transactions on Image Processing, 2016, 25(10): 4753-4767.  

[5] Jiabei Zeng, Biao Leng, and Zhang Xiong. 3-D Object Retrieval using Topic Model. Multimedia Tools and Applications, 2015, 75(18): 7859-7881.  

[6] Biao Leng, Jiabei Zeng, Min Yao, and Zhang Xiong. 3D Object Retrieval With Multi-topic Model Combining Relevance Feedback and LDA Model. IEEE Transactions on Image Processing, 2015, 24(1): 94-105.  

[7] Biao Leng, Jiabei Zeng, Zhang Xiong, Weifeng Lv, Yueliang Wan. Probability tree based passenger flow prediction and its application to the Beijing subway system. Frontiers of Computer Science, 2013, 7(2): 195-203.  

[8] Jia-Bei Zeng, Biao Leng, Zhang Xiong, Zheng Qin. Pedestrian dynamics in a two-dimensional complex scenario using a local view floor field model. International Journal of Modern Physics C, 2011.8.01, 22(8): 775-803.  

会议文章： 

[1] Xin Cai, Jiabei Zeng, Shiguang Shan, Xilin Chen. Source-free Adaptive Gaze Estimation with Uncertainty Reduction. CVPR 2023. 

[2] Fei Chang, Jiabei Zeng, Qiaoyun Liu, and Shiguang Shan. Gaze Pattern Recognition in Dyadic Communication. Proceedings of the 2023 Symposium on Eye Tracking Research and Applications (ETRA ’23). 

[3] Yuanyuan Liu, Wei Dai, Chuanxu Feng, Wenbin Wang, Guanghao Yin, Jiabei Zeng, Shiguang Shan. MAFW: A Large-scale, Multi-modal, Compound Affective Database for Dynamic Facial Expression Recognition in the Wild. Proceedings of the 30th ACM International Conference on Multimedia. 2022. 

[4] Yunjia Sun, Jiabei Zeng, Shiguang Shan, Xilin Chen. Cross-Encoder for Unsupervised Gaze Representation Learning. IEEE International Conference on Computer Vision (ICCV), 2021. 

[5] Xin Cai, Jiabei Zeng, Shiguang Shan. Landmark-aware Self-supervised Eye Semantic Segmentation. International Conference on Automatic Face and Gesture Recognition, 2021. 

[6] Xuran Sun, Jiabei Zeng, Shiguang Shan. Emotion-aware Contrastive Learning for Facial Action Unit Detection. International Conference on Automatic Face and Gesture Recognition, 2021. 

[7] Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen. Self-supervised Representation Learning from Videos for Facial Action Unit Detection. CVPR, 2019. 

[8] Zijia Lu, Jiabei Zeng, Shiguang Shan, Xilin Chen. Zero-shot Facial Expression Recognition with Multi-label Label Propagation. Asian Conference on Computer Vision (ACCV), 2018. 

[9] Jiabei Zeng, Shiguang Shan, Xilin Chen. Facial Expression Recognition with Inconsistently Annotated Datasets. European Conference on Computer Vision (ECCV), 2018. 

[10] Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen. Patch-Gated CNN for Occlusion-aware Facial Expression Recognition. International Conference on Pattern Recognition (ICPR), 2018. 

[11] Yuanyuan Liu, Jiabei Zeng, Shiguang Shan, Zhuo Zheng. Multi-channel Pose-aware Convolution Neural Networks for Multi-view Facial Expression Recognition. IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2018. 

[12] Yong Li, Jiabei Zeng, Jie Zhang, Anbo Dai, Meina Kan, Shiguang Shan, and Xilin Chen. KinNet: Fine-to-Coarse Deep Metric Learning for Kinship Verification. In Proceedings of the Workshop on Recognizing Families In the Wild, 2017. 

[13] Jiabei Zeng, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn and Zhang Xiong. Confidence Preserving Machine for Facial Action Unit Detection. IEEE International Conference on Computer Vision (ICCV), 2015, 3622-3630. 

[14] Wen-Sheng Chu, Jiabei Zeng, Fernando De la Torre, Jeffrey F. Cohn, and Daniel S. Messinger. Unsupervised Synchrony Discovery in Human Interaction. IEEE International Conference on Computer Vision (ICCV), 2015. 

[1] 国家自然基金面上项目：面部社交信号的视觉感知方法及其在孤独症早期筛查中的应用，项目负责人；  

[2] 国家自然基金青年项目：基于混合标签数据的自然表情识别，项目负责人； 

[3] XX科技基础加强计划技术领域基金项目：智能化XX多维负性情绪监测技术研究，子课题负责人； 

[4] 科技部重点研发计划：多模态自适应选择的高鲁棒协同感知，骨干参与人； 

[5] 中国科学院国际合作局对外合作重点项目：面向心理与精神健康监测的面部表情与微表情识别，骨干参与人。 

CVPR2021联合举办的视线估计竞赛冠军 

ACM MM 2017 联合举办的大规模亲属关系识别竞赛冠军 

ICMI 2018 联合举办的学生专注度估计比赛亚军 

2020年中科院计算所优秀研究人员 

北京航空航天大学优秀博士毕业论文 

2017年北京市优秀毕业生 

2015年国家奖学金（博士生）