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[1] Yong Li, Jiabei Zen#, Shiguang Shan. Learning Representations for Facial Actions from Unlabeled Videos. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI, Accepted on Jul.10, 2020)

[2] Xuesong Niu, Shiguang Shan, Hu Han, Xilin Chen. RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation. IEEE Transactions on Image Processing. vol. 29, pp. 2409-2423, 2020

[3] Zhenliang He, Wangmeng Zuo, Meina Kan, Shiguang Shan, Xilin Chen. AttGAN for Arbitrary Facial Attribute Editing: Only Change What You Want. IEEE Transactions on Image Processing. 28(11), pp 5464-5478. Nov. 2019

[4] Shuzhe Wu, Meina Kan, Shiguang Shan and Xilin Chen. Hierarchical Attention for Part-Aware Face Detection. International Journal of Computer Vision (IJCV). 127(6-7):560–578, 2019.06

[5] Yong Li, Jiabei Zeng, Shiguang Shan and Xilin Chen, Occlusion aware facial expression recognition using CNN with attention mechanism, IEEE Transactions on Image Processing. 28(5), pp2439-2450, 2019

[6] Zhiwu Huang, Ruiping Wang, Shiguang Shan, Luc Van Gool, Xilin Chen. Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video. IEEE Trans. on Pattern Analysis and Machine Intelligence. pp2827-2840,40(12), 2018.12

[7] Hu Han, Anil Jain, Fang Wang, Shiguang Shan, Xilin Chen. Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach. IEEE Trans. on Pattern Analysis and Machine Intelligence. 40(11), 2597-2609, Nov. 2018

[8] Meina Kan, Shiguang Shan, Haihong Zhang, Shihong Lao, and Xilin Chen. Multi-View Discriminant Analysis. IEEE Trans. on Pattern Analysis and Machine Intelligence. 38(1):188-194, 2016.1

[9] Ruiping Wang, Shiguang Shan, Xilin Chen, Jie Chen, Wen Gao. Maximal Linear??Embedding for Dimensionality Reduction. IEEE Trans. on Pattern Analysis and Machine Intelligence. 33 (9), 1776 - 1792, 2011.9?

[10] Jie Chen, Shiguang Shan, Chu He, Guoying Zhao, Matti Pietik？inen, Xilin Chen, Wen Gao. WLD: A Robust Local Image Descriptor. IEEE Trans. on Pattern Analysis and Machine Intelligence. vol.32, no.9, 1705-1720, 2010.9?