2026

Chen, Yawen, Li, Jing, Xu, Yang, Herrera-Viedma, Enrique, Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 and Sun, Jiande (2026) A comprehensive survey of deep learning-based cognitive diagnosis models in education: Methods, applications, and outlook. Neurocomputing, 697, 134160. (doi: 10.1016/j.neucom.2026.134160)

Jin, Haodong, Jian, Muwei, Ding, Derui and Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 (2026) HMamba-3DFT: A hierarchical Mamba framework for emotion-driven semantic 3D facial tracking. Pattern Recognition, 178, 113415. (doi: 10.1016/j.patcog.2026.113415)

Zhang, Xuguang, Liu, Linen and Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 (2026) AI for crowd anomaly detection: a systematic review, challenges and future trend. Applied Soft Computing, 201(Part A), 115484. (doi: 10.1016/j.asoc.2026.115484)

Yu, Haowen, Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228, Jack, Rachael ORCID: https://orcid.org/0000-0003-3687-0799, Wang, Yiming and Schyns, Philippe ORCID: https://orcid.org/0000-0002-8542-7489 (2026) CEE-NeRF: dynamic neural radiance fields with contrastive enhanced expression representation for 4D face reconstruction. IEEE Transactions on Computational Social Systems, (Accepted for Publication)

Guo, Shaoxiang, Cai, Qing, Chen, Wankun, Sun, Jingyi, Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 and Dong, Junyu (2026) Camera-Space hand mesh reconstruction from a monocular image via pseudo stereo perception. Knowledge-Based Systems, 339, 115583. (doi: 10.1016/j.knosys.2026.115583)

Wang, Xu, Jin, Yi, Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228, Cen, Yigang and Li, Yidong (2026) Visual perception-inspired 3D point cloud sampling. Pattern Recognition, 169, 111883. (doi: 10.1016/j.patcog.2025.111883)

Jin, Haodong, Zhang, Linsong, Jian, Muwei and Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 (2026) 3DMNet: A 3D Multi-Attention Network for Pulmonary Nodule Detection in 3D CT Scans. International Journal of Network Dynamics and Intelligence, 5(2), 11. (doi: 10.53941/ijndi.2026.100011)

2025

Liang, Wei, Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228, Ding, Derui, Jack, Rachael E. ORCID: https://orcid.org/0000-0003-3687-0799 and Schyns, Philippe G. ORCID: https://orcid.org/0000-0002-8542-7489 (2025) SelfieAvatar: Real-time Head Avatar reenactntment from a Selfie Video. In: IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG 2025), Tampa/Clearwater, FL, USA, 26-30 May 2025, ISBN 9798331553418 (doi: 10.1109/fg61629.2025.11099131)

Jin, Haodong, Jian, Muwei, Ding, Derui and Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 (2025) Self-supervised face deocclusion via 3-D face reconstruction with outlier segmentation. IEEE Transactions on Human-Machine Systems, (doi: 10.1109/thms.2025.3585780) (Early Online Publication)

Wang, Xu, Jin, Yi, Cen, Yigang, Li, Yidong and Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 (2025) V2PNet: a voxel-to-point network framework for task-oriented point cloud sampling. IEEE Transactions on Circuits and Systems for Video Technology, 35(7), pp. 6286-6299. (doi: 10.1109/TCSVT.2025.3538604)

Yang, Jian, Rao, Yuan, Fan, Hao, Dong, Junyu and Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 (2025) Learning semantic-aware point-line features for localization and reconstruction. IEEE Transactions on Circuits and Systems for Video Technology, (doi: 10.1109/TCSVT.2025.3578998)

Yan, Xiaoqiang, Deng, Kun, Zou, Quan, Tian, Zhen and Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 (2025) Self-cumulative contrastive graph clustering. IEEE/CAA Journal of Automatica Sinica, 12(6), pp. 1194-1208. (doi: 10.1109/jas.2024.125025)

Dou, Jun, Song, Yan and Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 (2025) Hierarchical oversampling based on Cohen’s criterion for imbalanced data with missing information. IEEE Transactions on Computational Social Systems, (doi: 10.1109/tcss.2025.3548874) (Early Online Publication)

2015

Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228, Garrod, Oliver, Jack, Rachael ORCID: https://orcid.org/0000-0003-3687-0799 and Schyns, Philippe ORCID: https://orcid.org/0000-0002-8542-7489 (2015) A framework for automatic and perceptually valid facial expression generation. Multimedia Tools and Applications, 74(21), pp. 9427-9447. (doi: 10.1007/s11042-014-2125-9)

2014

Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228, Garrod, Oliver, Jack, Rachael ORCID: https://orcid.org/0000-0003-3687-0799 and Schyns, Philippe ORCID: https://orcid.org/0000-0002-8542-7489 (2014) Realistic facial animation generation based on facial expression mapping. In: Fifth International Conference on Graphic and Image Processing (ICGIP 2013), Hong Kong, China, 26-27 Oct 2013, pp. 906903-1. (doi: 10.1117/12.2049921)

2013

Jack, R.E. ORCID: https://orcid.org/0000-0003-3687-0799, Garrod, O.G.B., Yu, H. ORCID: https://orcid.org/0000-0002-7655-9228, Caldara, R. and Schyns, P.G. ORCID: https://orcid.org/0000-0002-8542-7489 (2013) Reply to Sauter and Eisner: differences outweigh commonalities in the communication of emotions across human cultures. Proceedings of the National Academy of Sciences of the United States of America, 110(3), E181-E182. (doi: 10.1073/pnas.1211865110)

2012

Jack, Rachael ORCID: https://orcid.org/0000-0003-3687-0799, Garrod, Oliver, Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228, Caldara, Roberto and Schyns, Philippe ORCID: https://orcid.org/0000-0002-8542-7489 (2012) Beyond Darwin: revealing culture-specificities in the temporal dynamics of 4D facial expressions. Journal of Vision, 12(9), p. 971. (doi: 10.1167/12.9.971)

Jack, R.E. ORCID: https://orcid.org/0000-0003-3687-0799, Garrod, O.G.B., Yu, H. ORCID: https://orcid.org/0000-0002-7655-9228, Caldara, R. and Schyns, P.G. ORCID: https://orcid.org/0000-0002-8542-7489 (2012) Facial expressions of emotion are not culturally universal. Proceedings of the National Academy of Sciences of the United States of America, 109(19), pp. 7241-7244. (doi: 10.1073/pnas.1200155109)

Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228, Garrod, Oliver G.B. and Schyns, Philippe G. ORCID: https://orcid.org/0000-0002-8542-7489 (2012) Perception-driven facial expression synthesis. Computers and Graphics, 36(3), pp. 152-162. (doi: 10.1016/j.cag.2011.12.002)

2011

Jack, Rachael ORCID: https://orcid.org/0000-0003-3687-0799, Garrod, Oliver, Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228, Caldara, Roberto and Schyns, Philippe ORCID: https://orcid.org/0000-0002-8542-7489 (2011) Dynamic cultural representations of facial expressions of emotion are not universal. Journal of Vision, 11(11), p. 563. (doi: 10.1167/11.11.563)

Articles

Chen, Yawen, Li, Jing, Xu, Yang, Herrera-Viedma, Enrique, Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 and Sun, Jiande (2026) A comprehensive survey of deep learning-based cognitive diagnosis models in education: Methods, applications, and outlook. Neurocomputing, 697, 134160. (doi: 10.1016/j.neucom.2026.134160)

Jin, Haodong, Jian, Muwei, Ding, Derui and Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 (2026) HMamba-3DFT: A hierarchical Mamba framework for emotion-driven semantic 3D facial tracking. Pattern Recognition, 178, 113415. (doi: 10.1016/j.patcog.2026.113415)

Zhang, Xuguang, Liu, Linen and Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 (2026) AI for crowd anomaly detection: a systematic review, challenges and future trend. Applied Soft Computing, 201(Part A), 115484. (doi: 10.1016/j.asoc.2026.115484)

Yu, Haowen, Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228, Jack, Rachael ORCID: https://orcid.org/0000-0003-3687-0799, Wang, Yiming and Schyns, Philippe ORCID: https://orcid.org/0000-0002-8542-7489 (2026) CEE-NeRF: dynamic neural radiance fields with contrastive enhanced expression representation for 4D face reconstruction. IEEE Transactions on Computational Social Systems, (Accepted for Publication)

Guo, Shaoxiang, Cai, Qing, Chen, Wankun, Sun, Jingyi, Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 and Dong, Junyu (2026) Camera-Space hand mesh reconstruction from a monocular image via pseudo stereo perception. Knowledge-Based Systems, 339, 115583. (doi: 10.1016/j.knosys.2026.115583)

Wang, Xu, Jin, Yi, Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228, Cen, Yigang and Li, Yidong (2026) Visual perception-inspired 3D point cloud sampling. Pattern Recognition, 169, 111883. (doi: 10.1016/j.patcog.2025.111883)

Jin, Haodong, Zhang, Linsong, Jian, Muwei and Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 (2026) 3DMNet: A 3D Multi-Attention Network for Pulmonary Nodule Detection in 3D CT Scans. International Journal of Network Dynamics and Intelligence, 5(2), 11. (doi: 10.53941/ijndi.2026.100011)

Jin, Haodong, Jian, Muwei, Ding, Derui and Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 (2025) Self-supervised face deocclusion via 3-D face reconstruction with outlier segmentation. IEEE Transactions on Human-Machine Systems, (doi: 10.1109/thms.2025.3585780) (Early Online Publication)

Wang, Xu, Jin, Yi, Cen, Yigang, Li, Yidong and Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 (2025) V2PNet: a voxel-to-point network framework for task-oriented point cloud sampling. IEEE Transactions on Circuits and Systems for Video Technology, 35(7), pp. 6286-6299. (doi: 10.1109/TCSVT.2025.3538604)

Yang, Jian, Rao, Yuan, Fan, Hao, Dong, Junyu and Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 (2025) Learning semantic-aware point-line features for localization and reconstruction. IEEE Transactions on Circuits and Systems for Video Technology, (doi: 10.1109/TCSVT.2025.3578998)

Yan, Xiaoqiang, Deng, Kun, Zou, Quan, Tian, Zhen and Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 (2025) Self-cumulative contrastive graph clustering. IEEE/CAA Journal of Automatica Sinica, 12(6), pp. 1194-1208. (doi: 10.1109/jas.2024.125025)

Dou, Jun, Song, Yan and Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228 (2025) Hierarchical oversampling based on Cohen’s criterion for imbalanced data with missing information. IEEE Transactions on Computational Social Systems, (doi: 10.1109/tcss.2025.3548874) (Early Online Publication)

Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228, Garrod, Oliver, Jack, Rachael ORCID: https://orcid.org/0000-0003-3687-0799 and Schyns, Philippe ORCID: https://orcid.org/0000-0002-8542-7489 (2015) A framework for automatic and perceptually valid facial expression generation. Multimedia Tools and Applications, 74(21), pp. 9427-9447. (doi: 10.1007/s11042-014-2125-9)

Jack, R.E. ORCID: https://orcid.org/0000-0003-3687-0799, Garrod, O.G.B., Yu, H. ORCID: https://orcid.org/0000-0002-7655-9228, Caldara, R. and Schyns, P.G. ORCID: https://orcid.org/0000-0002-8542-7489 (2013) Reply to Sauter and Eisner: differences outweigh commonalities in the communication of emotions across human cultures. Proceedings of the National Academy of Sciences of the United States of America, 110(3), E181-E182. (doi: 10.1073/pnas.1211865110)

Jack, Rachael ORCID: https://orcid.org/0000-0003-3687-0799, Garrod, Oliver, Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228, Caldara, Roberto and Schyns, Philippe ORCID: https://orcid.org/0000-0002-8542-7489 (2012) Beyond Darwin: revealing culture-specificities in the temporal dynamics of 4D facial expressions. Journal of Vision, 12(9), p. 971. (doi: 10.1167/12.9.971)

Jack, R.E. ORCID: https://orcid.org/0000-0003-3687-0799, Garrod, O.G.B., Yu, H. ORCID: https://orcid.org/0000-0002-7655-9228, Caldara, R. and Schyns, P.G. ORCID: https://orcid.org/0000-0002-8542-7489 (2012) Facial expressions of emotion are not culturally universal. Proceedings of the National Academy of Sciences of the United States of America, 109(19), pp. 7241-7244. (doi: 10.1073/pnas.1200155109)

Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228, Garrod, Oliver G.B. and Schyns, Philippe G. ORCID: https://orcid.org/0000-0002-8542-7489 (2012) Perception-driven facial expression synthesis. Computers and Graphics, 36(3), pp. 152-162. (doi: 10.1016/j.cag.2011.12.002)

Jack, Rachael ORCID: https://orcid.org/0000-0003-3687-0799, Garrod, Oliver, Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228, Caldara, Roberto and Schyns, Philippe ORCID: https://orcid.org/0000-0002-8542-7489 (2011) Dynamic cultural representations of facial expressions of emotion are not universal. Journal of Vision, 11(11), p. 563. (doi: 10.1167/11.11.563)

Conference Proceedings

Liang, Wei, Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228, Ding, Derui, Jack, Rachael E. ORCID: https://orcid.org/0000-0003-3687-0799 and Schyns, Philippe G. ORCID: https://orcid.org/0000-0002-8542-7489 (2025) SelfieAvatar: Real-time Head Avatar reenactntment from a Selfie Video. In: IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG 2025), Tampa/Clearwater, FL, USA, 26-30 May 2025, ISBN 9798331553418 (doi: 10.1109/fg61629.2025.11099131)

Yu, Hui ORCID: https://orcid.org/0000-0002-7655-9228, Garrod, Oliver, Jack, Rachael ORCID: https://orcid.org/0000-0003-3687-0799 and Schyns, Philippe ORCID: https://orcid.org/0000-0002-8542-7489 (2014) Realistic facial animation generation based on facial expression mapping. In: Fifth International Conference on Graphic and Image Processing (ICGIP 2013), Hong Kong, China, 26-27 Oct 2013, pp. 906903-1. (doi: 10.1117/12.2049921)