Biography

Research

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person's work contributes towards the following SDGs:

Journal Articles

• Cheng, B., Ni, S., Zhang, J.J., Yang, X., 2025. Automating visual narratives: Learning cinematic camera perspectives from 3D human interaction. Computers and Graphics, 133.
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• Luo, Y., Yuan, C., Gao, L., Xu, W., Yang, X., Wang, P., 2025. FaTNET: Feature-alignment transformer network for human pose transfer. Pattern Recognition, 165.
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• Zheng, Y., Luo, Z., Cao, Y., Yang, X., Xu, W., Lin, Z., Yin, N., Wang, P., 2025. Unsupervised Salient Object Detection on Light Field With High-Quality Synthetic Labels. IEEE Transactions on Circuits and Systems for Video Technology, 35 (5), 4608-4618.
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• Wang, P., Yuan, C., Guo, J., Yang, X., Li, H., Stephenson, I., Chang, J., Cao, Y., 2025. Taming High-Resolution Auxiliary G-Buffers for Deep Supersampling of Rendered Content. IEEE Transactions on Visualization and Computer Graphics, 31 (12), 10609-10623.
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• Wang, R., Jayathunge, K., Page, R., Li, H., Zhang, J.J., Yang, X., 2024. Hybrid architecture based intelligent diagnosis assistant for GP. BMC Medical Informatics and Decision Making, 24 (1).
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• Wang, S., Xia, Y., Xiang, N., Qian, K., Yang, X., You, L., Zhang, J., 2024. Multi-colour sketch-based image retrieval with an explicable feature embedding. Engineering Applications of Artificial Intelligence, 135.
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• Wang, P., Yang, K., Yuan, C., Li, H., Tang, W., Yang, X., 2024. Few-shot anime pose transfer. Visual Computer, 40 (7), 4635-4646.
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• Zhang, X., Cheng, B., Yang, X., Xiao, Z., Zhang, J., You, L., 2024. Improving Single-Image Super-Resolution with Dilated Attention. Electronics Switzerland, 13 (12).
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• Wang, L., Yang, X., Zhang, J., 2024. Fast Coherent Video Style Transfer via Flow Errors Reduction. Applied Sciences Switzerland, 14 (6).
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• Singleton, H., Mahato, P., Arden-Close, E., Thomas, S., Ersser, S., Holley, D., Yang, X., Roberts, A., 2024. Virtual reality used to distract children and young people with long-term conditions from pain or pruritus: A scoping review using PAGER. Journal of Clinical Nursing, 33 (2), 469-480.
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• Zhu, X., Yao, X., Zhang, J., Zhu, M., You, L., Yang, X., Zhang, J., Zhao, H., Zeng, D., 2024. TMSDNet: Transformer with multi-scale dense network for single and multi-view 3D reconstruction. Computer Animation and Virtual Worlds, 35 (1).
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• Zhu, X., Zhou, J., You, L., Yang, X., Chang, J., Zhang, J.J., Zeng, D., 2024. DFIE3D: 3D-Aware Disentangled Face Inversion and Editing via Facial-Contrastive Learning. IEEE Transactions on Circuits and Systems for Video Technology, 34 (9), 8310-8326.
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• Soma, P., Yang, X., Chang, J., Zhang, J.J., 2024. Enhanced collapsible linear blocks for arbitrary sized image super-resolution. Multimedia Tools and Applications.
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• Zhou, W.J., Zheng, Y., Feng, Y., Ye, Y., Xiao, R., Chen, L., Yang, X., Xiao, J., 2024. ENCODE: Breaking the Trade-Off Between Performance and Efficiency in Long-Term User Behavior Modeling. IEEE Transactions on Knowledge and Data Engineering.
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• Li, Z., Xiang, N., Chen, H., Zhang, J., Yang, X., 2023. Deep Learning for Scene Flow Estimation on Point Clouds: A Survey and Prospective Trends. Computer Graphics Forum, 42 (6).
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• Gai, D., Feng, R., Min, W., Yang, X., Su, P., Wang, Q., Han, Q., 2023. Spatiotemporal Learning Transformer for Video-Based Human Pose Estimation. IEEE Transactions on Circuits and Systems for Video Technology, 33 (9), 4564-4576.
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• Li, O., Fu, H., Bian, S., Yang, X., Jin, X., Iglesias, A., Noreika, A., You, L., Zhang, J.J., 2023. Character Modelling with Sketches and ODE-Based Shape Creation. Numerical Mathematics, 16 (3), 720-751.
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• Xiang, N., Liang, H.N., Yu, L., Yang, X., Zhang, J.J., 2023. A mixed reality framework for microsurgery simulation with visual-tactile perception. Visual Computer, 39 (8), 3661-3673.
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• Tang, Z., Dong, S., Yang, X., Zhang, J., 2023. Application of a parallel physics-informed neural network to solve the multi-body dynamic equations for full-scale train collisions. Applied Soft Computing, 142.
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• Zhu, X., Yao, X., Zhang, J., Zhu, M., You, L., Yang, X., Zhang, J., Zhao, H., Zeng, D., 2023. ED2IF2-Net: Learning Disentangled Deformed Implicit Fields and Enhanced Displacement Fields from Single Images Using Pyramid Vision Transformer. Applied Sciences Switzerland, 13 (13).
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• Singleton, H., Davis, C., Cui, Y., Glithro, R., Arden-Close, E., Holley, D., Ersser, S., Thomas, S., Yang, X., Roberts, A., 2023. The use of an Eczema Gaming Igloo to distract children with eczema from distressing symptoms: a pilot study. Dermatological Nursing, 22 (3), 10-14.
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• Noriy, K.A., Yang, X., Budka, M., Zhang, J.J., 2023. CLARA: Multilingual Contrastive Learning for Audio Representation Acquisition. CoRR, abs/2310.11830.
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• Singleton, H., Holley, D., Arden-Close, E., Yang, X., Cui, Y., Ersser, S., 2022. Virtual reality used to distract eczematous children from distressing symptoms: A pilot evaluation. Dermatological Nursing, 21 (1), 39-44.
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• Zhang, J., Nie, Y., Lyu, Y., Yang, X., Chang, J., Zhang, J.J., 2021. SD-Net: joint surgical gesture recognition and skill assessment. International Journal of Computer Assisted Radiology and Surgery, 16 (10), 1675-1682.
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• Wang, M., Wang, L., Jiang, T., Xiang, N., Lin, J., Wei, M., Yang, X., Komura, T., Zhang, J., 2021. Bas-relief modelling from enriched detail and geometry with deep normal transfer. Neurocomputing, 453, 825-838.
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• Xu, C., Yu, W., Li, Y., Lu, X., Wang, M., Yang, X., 2021. KeyFrame extraction for human motion capture data via multiple binomial fitting. Computer Animation and Virtual Worlds, 32 (1).
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• Yang, H., Liu, L., Min, W., Yang, X., Xiong, X., 2021. Driver Yawning Detection Based on Subtle Facial Action Recognition. IEEE Transactions on Multimedia, 23, 572-583.
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• You, L., Yang, X., Pan, J., Lee, T.Y., Bian, S., Qian, K., Habib, Z., Sargano, A.B., Kazmi, I., Zhang, J.J., 2020. Fast character modeling with sketch-based PDE surfaces. Multimedia Tools and Applications, 79 (31-32), 23161-23187.
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• Jun Zhang, J., Magnenat Thalmann, N., Thalmann, D., Yang, X., Xu, W., Chang, J., Tian, F., 2020. Editorial. Computer Animation and Virtual Worlds, 31 (4-5).
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• Xiang, N., Wang, R., Jiang, T., Wang, L., Li, Y., Yang, X., Zhang, J., 2020. Sketch-based modeling with a differentiable renderer. Computer Animation and Virtual Worlds, 31 (4-5).
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• Chen, Z., Pan, J., Yang, X., Qin, H., 2020. Hybrid features for skeleton-based action recognition based on network fusion. Computer Animation and Virtual Worlds, 31 (4-5).
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• Li, Y., Qiu, L., Wang, L., Liu, F., Wang, Z., Iulian Poiana, S., Yang, X., Zhang, J., 2020. Densely connected GCN model for motion prediction. Computer Animation and Virtual Worlds, 31 (4-5).
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• Wang, L., Wang, Z., Yang, X., Hu, S.M., Zhang, J., 2020. Photographic style transfer. Visual Computer, 36 (2), 317-331.
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• Dong, S., Tang, Z., Yang, X., Wu, M., Zhang, J., Zhu, T., Xiao, S., 2020. Nonlinear Spring-Mass-Damper Modeling and Parameter Estimation of Train Frontal Crash Using CLGAN Model. Shock and Vibration, 2020.
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• Bian, S., Deng, Z., Chaudhry, E., You, L., Yang, X., Guo, L., Ugail, H., Jin, X., Xiao, Z., Zhang, J.J., 2019. Efficient and realistic character animation through analytical physics-based skin deformation. Graphical Models, 104.
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• Jiang, T., Yang, X., Zhang, J., Tian, F., Liu, S., Xiang, N., Qian, K., 2019. Huber- L1 -based non-isometric surface registration. Visual Computer, 35 (6-8), 935-948.
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• Li, Y., Wang, Z., Yang, X., Wang, M., Poiana, S.I., Chaudhry, E., Zhang, J., 2019. Efficient convolutional hierarchical autoencoder for human motion prediction. Visual Computer, 35 (6-8), 1143-1156.
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• Hu, W., Wang, Z., Liu, S., Yang, X., Yu, G., Zhang, J.J., 2018. Motion Capture Data Completion via Truncated Nuclear Norm Regularization. IEEE Signal Processing Letters, 25 (2), 258-262.
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• Li, W., Zheng, A., You, L., Yang, X., Zhang, J., Liu, L., 2017. Rib-reinforced Shell Structure. Computer Graphics Forum, 36 (7), 15-27.
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• Jiang, T., Qian, K., Liu, S., Wang, J., Yang, X., Zhang, J., 2017. Consistent as-similar-as-possible non-isometric surface registration. Visual Computer, 33 (6-8), 891-901.
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• Zhang, Y., Liu, S., Yang, X., Zhang, J., Shi, D., 2017. Supervised coordinate descent method with a 3D bilinear model for face alignment and tracking. Computer Animation and Virtual Worlds, 28 (3-4).
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• Qian, K., Bai, J., Yang, X., Pan, J., Zhang, J., 2017. Essential techniques for laparoscopic surgery simulation. Computer Animation and Virtual Worlds, 28 (2).
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• Liu, S., Zhang, Y., Yang, X., Shi, D., Zhang, J.J., 2017. Robust facial landmark detection and tracking across poses and expressions for in-the-wild monocular video. Computational Visual Media, 3 (1), 33-47.
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• Qi, T., Feng, Y., Xiao, J., Zhang, H., Zhuang, Y., Yang, X., Zhang, J., 2017. A human motion feature based on semi-supervised learning of GMM. Multimedia Systems, 23 (1), 85-93.
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• Dong, F., O'Donoghue, D., Ersotelos, N., Wu, S., Saggion, H., Ronzano, F., Corcho, O., Hurley, D., Abgaz, Y., Zhang, J.I.A.N.J., Chaudhry, E., Yang, X., Wei, H., Deng, Z., Mahdian, B., Careil, J.M., 2017. Dr. Inventor, Promoting Scientific Creativity by Utilising Web-based Research Objects, FP7.
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• Song, D., Tong, R., Chang, J., Yang, X., Tang, M., Zhang, J.J., 2016. 3D Body Shapes Estimation from Dressed-Human Silhouettes. Computer Graphics Forum, 35 (7), 147-156.
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• Yan, C., Coenen, F., Yue, Y., Yang, X., Zhang, B., 2016. Video-Based Classification of Driving Behavior Using a Hierarchical Classification System with Multiple Features. International Journal of Pattern Recognition and Artificial Intelligence, 30 (5).
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• Liu, S., Yang, X., Wang, Z., Xiao, Z., Zhang, J., 2016. Real-time facial expression transfer with single video camera. Computer Animation and Virtual Worlds, 27 (3-4), 301-310.
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• Qian, K., Jiang, T., Wang, M., Yang, X., Zhang, J., 2016. Energized soft tissue dissection in surgery simulation. Computer Animation and Virtual Worlds, 27 (3-4), 280-289.
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• Wang, Z., Feng, Y., Qi, T., Yang, X., Zhang, J.J., 2016. Adaptive multi-view feature selection for human motion retrieval. Signal Processing, 120, 691-701.
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• Ji, M., Feng, Y., Xiao, J., Zhuang, Y., Yang, X., Zhang, J.J., 2015. Efficient semi-supervised multiple feature fusion with out-of-sample extension for 3D model retrieval. Neurocomputing, 169, 23-33.
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• Feng, Y., Ji, M., Xiao, J., Yang, X., Zhang, J.J., Zhuang, Y., Li, X., 2015. Mining Spatialoral Patterns and Structural Sparsity for Human Motion Data Denoising. IEEE Transactions on Cybernetics, 45 (12), 2693-2706.
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• Liang, H., Chang, J., Yang, X., You, L., Bian, S., Zhang, J.J., 2015. Advanced ordinary differential equation based head modelling for Chinese marionette art preservation. Computer Animation and Virtual Worlds, 26 (3-4), 207-216.
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• Kazmi, I.K., You, L., Yang, X., Jin, X., Zhang, J.J., 2015. Efficient sketch-based creation of detailed character models through data-driven mesh deformations. Computer Animation and Virtual Worlds, 26 (3-4), 469-481.
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• Liu, Y., Yang, X., Cao, Y., Wang, Z., Chen, B., Zhang, J., Zhang, H., 2015. Dehydration of core/shell fruits. Computers and Graphics Pergamon, 47, 68-77.
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• Guo, S., Chang, J., Yang, X., Wang, W., Zhang, J., 2014. Locomotion Skills for Insects with Sample-based Controller. Computer Graphics Forum, 33 (7), 31-40.
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• Feng, Y., Xiao, J., Zhuang, Y., Song, R., Yang, X., Zhang, J.J., 2014. Exploiting temporal stability and low-rank structure for motion capture data refinement. Information Sciences, 277, 777-793.
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• Ji, M., Feng, Y., Xiao, J., Zhuang, Y., Yang, X., Zhang, J.J., 2014. Efficient semi-supervised multiple feature fusion with out-of-sample extension for 3D model retrieval. Neurocomputing.
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• Pan, J.J., Chang, J., Yang, X., Zhang, J.J., Qureshi, T., Howell, R., Hickish, T., Liang, H., 2014. Virtual reality training and assessment in laparoscopic rectum surgery. International Journal of Medical Robotics and Computer Assisted Surgery.
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• Xiao, J., Feng, Y., Ji, M., Yang, X., Zhang, J.J., Zhuang, Y., 2014. Sparse motion bases selection for human motion denoising. Signal Processing, -.
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• Qi, T., Xiao, J., Zhuang, Y., Zhang, H., Yang, X., Zhang, J., Feng, Y., 2014. Real-time motion data annotation via action string. Computer Animation and Virtual Worlds, 25, 293-302.
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• Tang, Z., Xiao, J., Feng, Y., Yang, X., Zhang, J., 2014. Human motion retrieval based on freehand sketch. Computer Animation and Virtual Worlds.
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• Qi, T., Feng, Y., Xiao, J., Zhuang, Y., Yang, X., Zhang, J., 2013. A semantic feature for human motion retrieval. Computer Animation and Virtual Worlds, 24 (3-4), 399-407.
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• Chaudhry, E., You, L.H., Jin, X., Yang, X.S., Zhang, J.J., 2013. Shape modeling for animated characters using ordinary differential equations. Computers and Graphics Pergamon, 37 (6), 638-644.
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• Liu, F., Southern, R., Guo, S., Yang, X., Zhang, J., 2013. Motion Adaptation With Motor Invariant Theory. IEEE Transactions on Cybernetics, 43 (3), 1131-1145.
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• Koniaris, C., Cosker, D., Yang, X., Mitchell, K., Matthews, I., 2013. Real-time content-aware texturing for deformable surfaces. CVMP '13 Proceedings of the 10th European Conference on Visual Media Production.
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• Jiao, P.F., Chang, J., Yang, X.S., Jiao, Y., Liu, F.D., Guo, S.H., Bai, R., Ouyang, J., Zhang, J.J., 2012. Registration for 3D model of human atlas based on vertex information. Yiyong Shengwu Lixue Journal of Medical Biomechanics, 27 (5), 567-571.
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• Jiao, Y., Yang, X., Zhang, J.J., 2012. A serious game prototype for post-stroke rehabilitation using Kinect. Journal of Game Amusement Society, 4.
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• Yang, X., Chang, J., Southern, R., Zhang, J.J., 2012. Automatic cage construction for retargeted muscle fitting. Visual Computer, 1-12.
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• Yu, H., Lee, T.-Y., Yeh, I.-C., Yang, X., Li, W., Zhang, J.J., 2012. An RBF-based reparameterization method for constrained texture mapping. IEEE Transactions on Visualization and Computer Graphics, 18 (7), 1115-1124.
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• Liu, F., Yang, X., Zhang, J., 2011. Adaptive character motion synthesis by qualitative approach. Proc of the Iadis Int Conf Computer Graphics Visualization Computer Vision and Image Processing 2011 Part of the Iadis Multi Conf on Computer Science and Information Systems 2011 Mccsis 2011, 115-122.
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• Chang, J., Yang, X., Pan, J., Li, W., Zhang, J.J., 2011. A fast hybrid computation model for rectum deformation. Visual Computer, 27, 97-107.
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• You, L.H., Chang, J., Yang, X., Zhang, J.J., 2011. Solid modelling based on sixth order partial differential equations. Computer-Aided Design, 43, 720-729.
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• Pan, J., Chang, J., Yang, X., Zhang, J.J., Qureshi, T., Howell, R., 2011. A Medical VR Simulator in Laparoscopic Rectum Surgery. Cyber Therapy and Rehabilitation, 4, 19-20.
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• Yu, H., Zhang, J.J., Yang, X., 2011. Tensor-based Feature Representation with Application to Multimodal Face Recognition. International Journal of Pattern Recognition and Artificial Intelligence, 25, 1197-1217.
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• Yang, X., Zhang, J.J., 2010. Realistic skin movement for character animation. Iccet 2010 2010 International Conference on Computer Engineering and Technology Proceedings, 4, V4203-V4208.
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• You, L., Yang, X., You, X.Y., Jin, X., Zhang, J.J., 2010. Shape manipulation using physically based wire deformations. Computer Animation and Virtual Worlds, 21 (3-4), 297-309.
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• Pan, J., Chang, J., Yang, X., Zhang, J., Qureshi, T., Howell, R.D., Hickish, T.F., 2010. Graphic and haptic simulation system for virtual laparoscopic rectum surgery. International Journal of Medical Robotics and Computer Assisted Surgery, 7.
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• Chang, J., Yang, X., Zhang, J.J., 2009. Hyper-twist. Digital Creativity, 20, 47-58.
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• Chang, J., Yang, X., Zhang, J.J., 2009. Continuous skeleton-driven skinning: a general approach for modeling skin deformation. International Journal of Image and Graphics, 9, 591-608.
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• Yang, X., Southern, R., Zhang, J.J., 2009. Fast simulation of skin sliding. Computer Animation and Virtual Worlds, 20, 333-342.
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• Pan, J., Yang, X., Xie, X., Willis, P., Zhang, J.J., 2009. Automatic rigging for animation characters with 3D silhouette. Computer Animation and Virtual Worlds, 20, 121-131.
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• You, L.H., Yang, X., Zhang, J.J., 2008. Dynamic Skin Deformation with Characteristic Curves. Computer Animation and Virtual Worlds, 19, 433-444.
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• You, L.H., Yang, X., Pachulski, M., Zhang, J.J., 2007. Boundary Constrained Swept Surfaces for Modelling and Animation. Computer Graphics Forum, 26, 313-322.
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• Zhang, J.J., Yang, X., Zhao, Y., 2007. Bar-Net Driven Skinning for Character Animation. Computer Animation and Virtual Worlds, 18, 437-446.
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• Yang, X., Chang, J., Zhang, J.J., 2007. Animating Human Muscle Structure. Computing In Science & Engineering, 9, 39-45.
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• Yang, X., Somasekharen, A., Zhang, J.J., 2006. Curve skeleton skinning for human and creature characters. Computer Animation and Virtual Worlds, 17, 281-292.
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• Yang, X., Zhang, J.J., 2006. Automatic muscle generation for character skin deformation. Computer Animation and Virtual Worlds, 17, 293-303.
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• Moffat, A.C., Osselton, M.D., Widdop, B., Clarke, E.G.C.. Clarke's analysis of drugs and poisons. Pharmaceutical Pr.
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• Moffat, A.C., Osselton, M.D., Widdop, B., Clarke, E.G.C.. Clarke's analysis of drugs and poisons. Pharmaceutical Pr.
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• Moffat, A.C., Osselton, M.D., Widdop, B., Clarke, E.G.C.. Clarke's analysis of drugs and poisons. Pharmaceutical Pr.
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• Moffat, A.C., Osselton, M.D., Widdop, B., Clarke, E.G.C.. Clarke's analysis of drugs and poisons. Pharmaceutical Pr.
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• Moffat, A.C., Osselton, M.D., Widdop, B., Clarke, E.G.C.. Clarke's analysis of drugs and poisons. Pharmaceutical Pr.
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• Moffat, A.C., Osselton, M.D., Widdop, B., Clarke, E.G.C.. Clarke's analysis of drugs and poisons. Pharmaceutical Pr.
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• Moffat, A.C., Osselton, M.D., Widdop, B., Clarke, E.G.C.. Clarke's analysis of drugs and poisons. Pharmaceutical Pr.
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• Yang, X., Gu, Y., Li, Y., Guan, Z., 2003. Fast Volume Rendering and Cutting for Finite Element Model. Computer-Aided Civil and Infrastructure Engineering, 18, 121-131.
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• Yang, X.S., Li, Y.P., Gu, Y.X., 2001. Slicing based fast volume rendering for finite element meshes. Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao Journal of Computer Aided Design and Computer Graphics, 13 (4), 348-352.
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• Yang, X., Yuan, C., Li, Y., Guan, Z., Gu, Y., 2000. Scan-buffer based direct volume rendering for 3D irregular data field. Dalian Ligong Daxue Xuebao Journal of Dalian University of Technology, 40 (2), 198-202.
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Books

• Tian, F., Yang, X., Thalmann, D., Xu, W., Zhang, J.J., Thalmann, N.M., Chang, J., 2020. Preface.
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Chapters

• Xia, Y., Wang, S., Li, Y., You, L., Yang, X., Zhang, J.J., 2020. Single Color Sketch-Based Image Retrieval in HSV Color Space. Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics. 77-90.
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• Barbieri, S., Cawthorne, B., Xiao, Z., Yang, X., 2017. Repurpose 2D character animations for a VR environment using BDH shape interpolation. 69-85.
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• You, L.H., Yang, X., Zhang, J.J., 2011. Trigonometric curve-based human modeling. Proceedings of the International Conference on Computer Graphics Theory and Applications: GRAPP 2011. Portugal: Institute for Systems and Technologies of Information, Control and Communication.
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• Yu, H., Yang, X., Zhang, J.J., 2010. Constrained Texture Mapping And Foldover-free Condition. ICMV2010: 3rd International Conference on Machine Vision, Hong Kong, 28-30 December 2010. Proceedings. IEEE press, 136-143.
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• Yang, X., Zhang, J.J., 2005. Modeling and animating hand wrinkles. Computational Science – ICCS 2005. Berlin: Springer-Verlag, 199-206.
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• Yang, X., Zhang, J.J., 2005. Realistic Skeleton Driven Skin Deformation. Computational Science and Its Applications – ICCSA 2005. Berlin: Springer-Verlag, 1109-1118.
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Conferences

• Zheng, Y., Wang, P., Liu, H., Yang, X., 2026. Unsupervised Salient Object Detection with Pseudo-Labels Refinement. Lecture Notes in Computer Science, 15915 LNCS, 289-303.
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• Du, S., Cheng, B., Wen, Y., Zhou, Z., Yang, X., 2026. Motion Style Transfer: Methods, Challenges, and Future Directions. Lecture Notes in Computer Science, 15915 LNCS, 55-76.
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• Xi, Y., Zhang, J.J., Yang, X., 2025. PMG: Progressive Motion Generation via Sparse Anchor Postures Curriculum Learning. Mm 2025 Proceedings of the 33rd ACM International Conference on Multimedia Co Located with mm 2025, 9424-9433.
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• Cai, J., Cheng, B., Xi, Y., Yang, X., 2025. Survey on Multi-person 3D Reconstruction from Monocular View. Lecture Notes in Computer Science, 15339 LNCS, 199-210.
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• Dorosti, S., Yang, X., 2025. ImmersiveDepth: A Hybrid Approach for Monocular Depth Estimation from 360 Images Using Tangent Projection and Multi-Model Integration. Proceedings 2025 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops Vrw 2025, 1392-1393.
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• Rehman, A., Jayathunge, K., Zhang, J.J., Yang, X., 2025. Pretrained Speech Models Learn Boundaries, Not Patterns: An Analysis of Supervised vs. Unsupervised Capabilities. 2025 13th International Conference on Speech Technology and Human Computer Dialogue Sped 2025, 114-119.
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• Cheng, B., Xi, Y., Cai, J., Page, R., Zhang, J.J., Yang, X., 2025. The Phantom Dance: Personalized Anatomical Skeleton Inference from Monocular Views. COMPUTER ANIMATION AND SOCIAL AGENTS, CASA 2024, PT II, 2375, 409-423.
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• Li, Y., Jiang, J., Yang, X., Ding, Y., Zhang, J.J., 2024. Harmony Everything! Masked Autoencoders for Video Harmonization. Mm 2024 Proceedings of the 32nd ACM International Conference on Multimedia, 8536-8545.
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• Cai, J., Cheng, B., He, Y., Xiao, Z., Zhang, J.J., Yang, X., 2024. Pop-up World: Synthesis of 2.5D Models Based on Monocular Images. In: The 10th International Conference on Virtual Reality (ICVR 2024) 24/07/2024 Bournemouth, UK.
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• Xu, W., Wang, P., Yang, X., 2024. FrseGAN: Free-style editable facial makeup transfer based on GAN combined with transformer. Computer Animation and Virtual Worlds, 35 (3).
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• Wang, Z., Zhou, Y., Zhang, N., Yang, X., Xiao, J., Wang, Z., 2024. Existence Is Chaos: Enhancing 3D Human Motion Prediction with Uncertainty Consideration. Proceedings of the Aaai Conference on Artificial Intelligence, 38 (6), 5841-5849.
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• Cai, J., Cheng, B., He, Y., Xiao, Z., Zhang, J.J., Yang, X., 2024. Pop-up World: Synthesis of 2.5D Models Based on Monocular Images. 2024 10th International Conference on Virtual Reality Icvr 2024, 255-261.
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• Li, Z., Yang, X., Zhang, J., 2024. GAMAFLOW: ESTIMATING 3D SCENE FLOW VIA GROUPED ATTENTION AND GLOBAL MOTION AGGREGATION. ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, 3955-3959.
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• Du, Y., Wang, Z., Li, Y., Yang, X., Wu, C., Wang, Z., 2024. Forecasting Distillation: Enhancing 3D Human Motion Prediction with Guidance Regularization. Proceedings of the International Joint Conference on Neural Networks.
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• Sun, X., Yang, X., 2024. Augmented Reality Enhanced: 3D Crowd Reconstruction from a Single Viewpoint. 2024 10th International Conference on Virtual Reality Icvr 2024, 140-145.
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• Singleton, H., Cui, Y., Ersser, S., Holley, D., Arden-Close, E., Thomas, S., Yang, X., Roberts, A., 2023. Non-pharmacological interventions for eczema to distract children from itch. In: EADV 11/10/2023 Berlin.
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• Jayathunge, K., Yang, X., Southern, R., 2023. AdSMOTE: A Technique for “High Proportion” Audio Augmentation. Proceedings of the Inaugural 2023 Summer Symposium Series 2023, 14-18.
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• Jayathunge, K., Yang, X., Southern, R., 2023. AdSMOTE: A Technique for “High Proportion” Audio Augmentation. In: AAAI Summer Symposium Series 17/07/2023 Singapore.
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• Yu, S., Wang, Z., Zhou, S., Yang, X., Wu, C., Wang, Z., 2023. PerimetryNet: A multiscale fine grained deep network for three-dimensional eye gaze estimation using visual field analysis. Computer Animation and Virtual Worlds, 34 (5).
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• Singleton, H., Thomas, S., Ersser, S., Arden-Close, E., Holley, D., Yang, X., Glithro, R., 2023. Distraction for childhood eczema. In: 34th International Sigma Nursing Research Congress 20/07/2023 Abu Dhabi.
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• Xiang, N., Liang, H.N., Yu, L., Yang, X., Zhang, J.J., 2023. MRMSim: A Framework for Mixed Reality based Microsurgery Simulation. Proceedings 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops Vrw 2023, 729-730.
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• Rehman, A., Zhang, J.J., Yang, X., 2023. Intonation Template Matching for Syllable-Level Prosody Encoding. Ceur Workshop Proceedings, 3644.
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• Hou, R., Li, Y., Zhang, N., Zhou, Y., Yang, X., Wang, Z., 2022. Shifting Perspective to See Difference: A Novel Multi-view Method for Skeleton based Action Recognition. Mm 2022 Proceedings of the 30th ACM International Conference on Multimedia, 4987-4995.
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• Singleton, H., Ersser, S., Arden-Close, E., Thomas, S., Holley, D., Yang, X., 2022. Eczema Research. In: Sigma London and the South Hub Conference 06/04/2022 Virtual.
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• Alexdottir, S., Yang, X., 2022. Phantom Touch phenomenon as a manifestation of the Visual-Auditory-Tactile Synaesthesia and its impact on the users in virtual reality. Proceedings 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct Ismar Adjunct 2022, 727-732.
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• Xiang, N., Yang, X., Zhang, J.J., 2021. TsFPS: An Accurate and Flexible 6DoF Tracking System with Fiducial Platonic Solids. Mm 2021 Proceedings of the 29th ACM International Conference on Multimedia, 4454-4462.
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• Dong, S., Yang, X., Tang, Z., Zhang, J., 2021. Robust optimization for multiple response using stochastic model. Lecture Notes in Mechanical Engineering, 396-405.
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• Li, O., Chaudhry, E., Yang, X., Fu, H., Fang, J., Zhu, Z., Iglesias, A., Noreika, A., Carriazo, A., You, L., Zhang, J.J., 2021. Composite Generalized Elliptic Curve-Based Surface Reconstruction. Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 12746 LNCS, 134-148.
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• Zhang, J., Nie, Y., Lyu, Y., Li, H., Chang, J., Yang, X., Zhang, J.J., 2020. Symmetric Dilated Convolution for Surgical Gesture Recognition. Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 12263 LNCS, 409-418.
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• Tan, X., Lv, Z., Wang, K., Yang, X., 2020. Dynamic Human Body Size Measurement Based on Feature Points Prediction and Mapping. Communications in Computer and Information Science, 1300, 92-100.
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• Xiang, N., Wang, L., Jiang, T., Li, Y., Yang, X., Zhang, J., 2019. Single-image mesh reconstruction and pose estimation via generative normal map. ACM International Conference Proceeding Series, 79-84.
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• Xia, Y., Wang, S., Li, Y., You, L., Yang, X., Zhang, J.J., 2019. Fine-Grained Color Sketch-Based Image Retrieval. Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 11542 LNCS, 424-430.
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• Aguilera-Canon, M.C., Wainwright, T., Yang, X., Nait-Charif, H., 2019. Mixed Reality-Based Simulator for Training on Imageless Navigation Skills in Total Hip Replacement Procedures. Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 11462 LNCS, 30-34.
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• Zhang, J., Lyu, Y., Wang, Y., Nie, Y., Yang, X., Zhang, J., Chang, J., 2018. Development of laparoscopic cholecystectomy simulator based on unity game engine. Proceedings Cvmp 2018 15th ACM SIGGRAPH European Conference on Visual Media Production.
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• Wang, L., Xiang, N., Yang, X., Zhang, J., 2018. Fast photographic style transfer based on convolutional neural networks. ACM International Conference Proceeding Series, 67-76.
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• Liu, S., Wang, Z., Yang, X., Zhang, J., 2018. Realtime Dynamic 3D Facial Reconstruction for Monocular Video In-the-Wild. Proceedings 2017 IEEE International Conference on Computer Vision Workshops Iccvw 2017, 2018-January, 777-785.
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• Hu, W., Wang, Z., Yang, X., Zhang, J.J., 2018. An efficient bilinear factorization based method for motion capture data refinement. , 533-547.
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• Barbieri, S., Cawthrone, B., Xiao, Z., Yang, X., 2017. Repurpose 2D Character Animations for a VR Environment using BDH Shape Interpolation. In: The 11th International conference on E-Learning and Game 26/06/2017 United Kingdom. , 69-85.
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• Zhang, Y., Liu, S., Yang, X., Shi, D., Zhang, J.J., 2017. Sign-correlation partition based on global supervised descent method for face alignment. Lecture Notes in Computer Science, 10113 LNCS, 281-295.
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• Zhang, J., Chang, J., Yang, X., Zhang, J.J., 2017. Virtual reality surgery simulation: A survey on patient specific solution. Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 10582 LNCS, 220-233.
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• Wang, M., Zheng, H., Qian, K., Li, S., Yang, X., 2017. Sampling hierarchical position-based dynamics simulation. Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 10582 LNCS, 45-55.
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• Wang, Z., Liu, S., Qian, R., Jiang, T., Yang, X., Zhang, J.J., 2016. Human motion data refinement unitizing structural sparsity and spatial-temporal information. International Conference on Signal Processing Proceedings ICSP, 0, 975-982.
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• Wang, Z., Feng, Y., Liu, S., Xiao, J., Yang, X., Zhang, J.J., 2016. A 3D human motion refinement method based on sparse motion bases selection. ACM International Conference Proceeding Series, 23-25-May-2016, 53-60.
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• Qian, K., Yang, X., Zhang, J., Wang, M., 2016. An Adaptive Spherical Collision Detection and Resolution Method for Deformable Object Simulation. Proceedings 2015 14th International Conference on Computer Aided Design and Computer Graphics CAD Graphics 2015, 8-17.
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• Qian, K., Bai, J., Yang, X., Pan, J., Zhang, J., 2015. Virtual reality based laparoscopic surgery simulation. Proceedings of the ACM Symposium on Virtual Reality Software and Technology VRST, 13-15-November-2015, 69-78.
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• Liang, H., Chang, J., Yang, X., You, L., Bian, S., Zhang, J., 2015. Advanced ODE Based Head Modelling for Chinese Marionette Art Preservation. In: CASA2015 11/05/2015 Singapore.
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• Yang, X., Chang, J., Southern, R., Zhang, J.J., 2014. Automatic Muscle Retargeting for Character Animation. In: Computer Graphics International 06/2012 Bournemouth.
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• You, L.H., Yang, X.S., Jin, X., Chaudhry, E., Zhang, J.J., 2013. Determination of force fields for ode-based and skeleton driven character animation. Grapp 2013 Ivapp 2013 Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 115-118.
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• You, L.H., Chaudhry, E., Jin, X., Yang, X.S., Zhang, J.J., 2013. Character modeling using physically based deformable curves. Grapp 2013 Ivapp 2013 Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 119-122.
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• Chang, J., Yang, X., Pan, J., Li, W., Zhang, J.J., 2010. Beads-on-String Model for Virtual Rectum Surgery Simulation. In: 3D Anatomic Human Summer School 2010 23/05/2010 Chania, Crete, Greece.
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• Chang, J., Yang, X., Shepherd, D., Zhang, J.J., 2009. Defoxel: A New Tool for Virtual Aesthetic Shaping. In: Visualization, Imaging, and Image Processing (VIIP 2009) 13/07/2009 Cambridge, U.K.. ACTA Press.
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• Yang, X., Zhang, J.J., 2006. Stretch It - Realistic Smooth Skinning. In: Proceedings of the 3rd International Conference on Computer Graphics, Imaging and Visualisation (CGIV06) 26/07/2006 Sydney, Australia. , 323-328 Washington, DC: IEEE Computer Society.
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• Chang, J., Yang, X., Zhang, J.J., 2005. Fast mesh-free deformations. In: Ninth International Conference on Computer Aided Design and Computer Graphics 07/12/2005 Hong Kong, China. , 6 New York: IEEE Computer Society Press.
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• Yang, X., Zhang, J.J., 2005. Hybrid skin deformation for character animation. In: Pacific Graphics 2005 12/10/2005 Macao, China.
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• Cao, Y., Tong, X., Yang, X., Tang, L., 2002. A CSCW Method for Designing CRT Correcting Lens. Proceedings of the International Conference on Computer Supported Cooperative Work in Design, 7, 189-192.
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Reports

• Ruszev, S., Rogers, L., Gurgun, S., Stockton-Brown, M., Gee, M., Davis, T., Yang, X., Griffiths, C., Zhang, K., Cheng, B., Slaymaker, J., Prajitna, S., 2025. Shared-posthuman imagination: Human-AI collaboration in media creation. Poole: Bournemouth University.
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Posters

• Barbieri, S., Jiang, T., Cawthorne, B., Xiao, Z., Yang, X., 2018. 3D content creation exploiting 2D character animation.
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• Barbieri, S., Garau, N., Hu, W., Xiao, Z., Yang, X., 2016. Enhancing character posing by a sketch-based interaction.
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Preprints

• Rehman, A., Cai, J., Zhang, J.-J., Yang, X., 2025. BFA: Real-time Multilingual Text-to-speech Forced Alignment.
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• Rehman, A., Zhang, J.-J., Yang, X., 2025. CUPE: Contextless Universal Phoneme Encoder for Language-Agnostic Speech Processing.
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• Rehman, A., Zhang, J.J., Yang, X., 2024. Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition.
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• Noriy, K.A., Yang, X., Budka, M., Zhang, J.J., 2023. CLARA: Multilingual Contrastive Learning for Audio Representation Acquisition.
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Others

• Singleton, H., Holley, D., Arden-Close, E., Yang, X., Ersser, S., Cui, Y., 2022. Developing and evaluating a novel interactive virtual reality intervention for children with eczema.. Sigma Phi-Mu Chapter. Published online.
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PhD Students

• Zhao Wang, 2018. Motion Capture Data Processing and Retrieval
• Yanran Li, 2020. Sketch based Motion Retrieval
• Li Wang, 2020. Image Style Transfer
• Nan Xiang, 2021. Virtual Surgery Simulation
• Shuang Liu. Facial expression capture and retargetting
• Wenxi Li. Cloth Simulation
• Tao Jiang. Patient Specific Anatomical Modelling
• Kun Qian. Virtual Reality based Surgery Simulation
• Simone Barbieri. Sketch based character posing and animation
• Wayne Young. Aerospace Management using Visualization Techniques
• Charalampos Koniaris. Realtime Meso-structure deformation and rendering
• Fangde Liu. Adaptive Motion Synthesis and Motor Invariant Theory
• Arun Somasekharan. Automatic Surface Conformation of a Simulated human hand on arbitrary geometric shapes
• Alex Wong. In And Out Of The Mist:An Artistic Investigation Of Borderland and Community
• Xie Xin. Automatic Skeletonization and Skinning for Character Animation
• Junjun Pan. Sketch-based skeleton-driven 2d animation and motion capture

Profile of Teaching PG

• Machine Learning for Media Production
• Master Project in MSc Artificial Intelligence for Media
• Software Engineering for Media 23/24

Profile of Teaching UG

• Principles and Practice of Programming, Level C, BSc, Software Development for Animation, Games and Effects (Hons)
• Object Orientated Programming and Graphics, Level I, BSc - Software Development for Animation, Games and Effects BSc (Hons)
• Advanced Graphics Software Development Techniques, Level H, BSc - Software Development for Animation, Games and Effects BSc (Hons)
• Introduction To Production Tools - BACATA & BACAAD, Level 4
• Computer Animation Production and Practice - BACVA
• Effects Production Tools - BSc SDAGE
• Shape Modelling - BSc SDAGE
• Simulation Techniques for Animation - BSc SDAGE
• Technical Arts Production BACATA, Level 4
• Master Classes, SDAGE & CVA & CAA, Level 6
• Computer Animation Specialist Production, CVA, Level 5
• Major Project, SDAGE&CVA&CAA, Level 6

Grants

• Visitor experience Innovation through Systematic Text Analytics and Augmented Reality (VISTA AR) (INTERREG VA France (Channel) England Programme, 01 Feb 2017). Awarded
• Neuravatar (Wessex Academic Health Science Network, 01 Apr 2015). In Progress
• Nurturing Business Ecosystem for Emerging 3D Printing Industry Development: A Comparison Study in China and UK (British Academy, 01 Sep 2014). Completed
• Dr Inventor - Promoting Scientific Creativity by Utilising Web-based Research Objects (European Commission, 01 Jan 2014). Awarded
• Intuitive motion data retrieval and synthesis (Department for Business, Innovation and Skills of British Government (BIS) and Ministry of Education of P.R. China (MOE), 01 Jan 2013). In Progress
• Virtual Operating Theatre for Rectal Cancer Operations (Higher Education Initiative Funding, 01 Feb 2010). Completed
• Retargeting Animated Human Characters (Great Western Research, 01 Mar 2007). Completed
• Fast Animator Controlled Synthetic Creature Skin Deformations (Arts and Humanities Research Council, 11 Jan 2002). Completed

Conference Presentations

• +RAIN Film Festival 2025, Human & Generative AI Collaboration in ​Media Creation, 10 Jun 2025, Pompeu Fabra University, Barcelona.

Qualifications

• PGCE in Education Practice (2011)
• PG Cert in Research Degree Supervision (Bournemouth University, 2007)
• PhD in Computing Mechanics (Dalian University of Technology, P. R. China, 2000)
• MSc in Computer Science (Zhejiang University, P. R. China, 1996)
• BSc (Hons) in Computer Science (Zhejiang University, P. R. China, 1993)

Memberships

• ACM SIGGRAPH, Member (2017-),
• British Computer Society, Professional Member (2016-),
• Higher Education Academy, Fellow (2011-),
• International Programme Committees of VIIP, CGIM, ISPHT, Member,

Social Media Links

• LinkedIn, https://uk.linkedin.com/in/xiaosong-yang-76112527

Website Links

• https://scholar.google.co.uk/citations?user=-3deoz8AAAAJ&hl=en
• http://nccastaff.bournemouth.ac.uk/xyang/