✦ [1] Ziyi Chang, Kanglei Zhou, Xiaohui Liang and Hubert P. H. Shum, "Quality-Preserving Imperceptible Adversarial Attack on Skeleton-based Human Action Recognition," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), IEEE, 2026. Paper GitHub Impact Factor: 11.1† Top 10% Journal in Engineering, Electrical & Electronic†
✦ [2] Francis Xiatian Zhang, Hao Yao, Shengxuan Chen, Hong Zhu, Hongxiao Jia, Sisi Zheng and Hubert P. H. Shum, "Cross-view Multimodal Vision-Based Assessment Framework for Traditional Chinese Medicine Rehabilitation Training," IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), IEEE, 2026. Paper GitHub YouTube Impact Factor: 5.2† Top 25% Journal in Engineering, Biomedical†
✦ [3] Ziyi Chang, George Alex Koulieris, Hyung Jin Chang and Hubert P. H. Shum, "On the Design Fundamentals of Diffusion Models: A Survey," Pattern Recognition (PR), pp. 111934, Elsevier, 2026. Paper Impact Factor: 7.6† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 153#
✦ [4] Kanglei Zhou, Ruizhi Cai, Liyuan Wang, Hubert P. H. Shum and Xiaohui Liang, "A Comprehensive Survey of Action Quality Assessment: Method and Benchmark," Pattern Recognition (PR), vol. 179, pp. 113933, Elsevier, 2026. Paper GitHub Impact Factor: 7.6† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 32#
✦ [5] Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li, Xingxing Zhang and Xiaohui Liang, "PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical Instruction," IEEE Transactions on Image Processing (TIP), vol. 34, pp. 3718-3732, IEEE, 2025. Paper GitHub Impact Factor: 13.7† Top 10% Journal in Computer Science, Artificial Intelligence† Citation: 19#
✦ [6] Ruochen Li, Stamos Katsigiannis, Tae-Kyun Kim and Hubert P. H. Shum, "BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction," IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 36, no. 8, pp. 14566-14580, IEEE, 2025. Paper Supplementary Material Impact Factor: 8.9† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 19#
✦ [7] Ruochen Li, Tanqiu Qiao, Stamos Katsigiannis, Zhanxing Zhu and Hubert P. H. Shum, "Unified Spatial-Temporal Edge-Enhanced Graph Networks for Pedestrian Trajectory Prediction," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 35, no. 7, pp. 7047-7060, IEEE, 2025. Paper GitHub Impact Factor: 11.1† Top 10% Journal in Engineering, Electrical & Electronic† Citation: 36#
✦ [8] Francis Xiatian Zhang, Jingjing Deng, Robert Lieck and Hubert P. H. Shum, "Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation," IEEE Transactions on Medical Robotics and Bionics (TMRB), vol. 7, no. 1, pp. 266-280, IEEE, 2025. Paper GitHub YouTube Impact Factor: 3.8†
✦ [9] Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang, "Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising," IEEE Transactions on Visualization and Computer Graphics (TVCG), IEEE, 2024. Paper GitHub YouTube Impact Factor: 6.5† Top 10% Journal in Computer Science, Software Engineering† Citation: 10#
✦ [10] Shuang Chen, Amir Atapour-Abarghouei and Hubert P. H. Shum, "HINT: High-quality INpainting Transformer with Mask-Aware Encoding and Enhanced Attention," IEEE Transactions on Multimedia (TMM), vol. 26, pp. 7649-7660, IEEE, 2024. Paper Supplementary Material GitHub YouTube Impact Factor: 9.7† Top 10% Journal in Computer Science, Software Engineering† Citation: 91#
✦ [11] Manli Zhu, Edmond S. L. Ho, Shuang Chen, Longzhi Yang and Hubert P. H. Shum, "Geometric Features Enhanced Human-Object Interaction Detection," IEEE Transactions on Instrumentation and Measurement (TIM), vol. 73, IEEE, 2024. Paper Supplementary Material GitHub Impact Factor: 5.9† Top 25% Journal in Engineering, Electrical & Electronic† Citation: 14#
✦ [12] Kanglei Zhou, Ruizhi Cai, Yue Ma, Qingqing Tan, Xinning Wang, Jianguo Li, Hubert P. H. Shum, Frederick W. B. Li, Song Jin and Xiaohui Liang, "A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis," IEEE Transactions on Visualization and Computer Graphics (TVCG) - Proceedings of the 2023 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), vol. 29, no. 5, pp. 2456-2466, Shanghai, China, IEEE, 2023. Paper YouTube Impact Factor: 6.5† Top 10% Journal in Computer Science, Software Engineering† Citation: 40#
✦ [13] Kanglei Zhou, Yue Ma, Hubert P. H. Shum and Xiaohui Liang, "Hierarchical Graph Convolutional Networks for Action Quality Assessment," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 33, no. 12, pp. 7749-7763, IEEE, 2023. Paper GitHub Impact Factor: 11.1† Top 10% Journal in Engineering, Electrical & Electronic† Citation: 96#
✦ [14] Luca Crosato, Hubert P. H. Shum, Edmond S. L. Ho and Chongfeng Wei, "Interaction-Aware Decision-Making for Automated Vehicles using Social Value Orientation," IEEE Transactions on Intelligent Vehicles (TIV), vol. 8, no. 2, pp. 1339-1349, IEEE, 2023. Paper YouTube UKRI Trustworthy Autonomous Systems Hub AI and Robotics Research Best Paper Award Finalist Impact Factor: 14.3† Top 10% Journal in Computer Science, Artificial Intelligence† Citation: 115#
✦ [15] Kevin D. McCay, Pengpeng Hu, Hubert P. H. Shum, Wai Lok Woo, Claire Marcroft, Nicholas D. Embleton, Adrian Munteanu and Edmond S. L. Ho, "A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants," IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), vol. 30, pp. 8-19, IEEE, 2022. Paper GitHub Impact Factor: 5.2† Top 25% Journal in Engineering, Biomedical† Citation: 68#
✦ [16] He Wang, Edmond S. L. Ho, Hubert P. H. Shum and Zhanxing Zhu, "Spatio-Temporal Manifold Learning for Human Motions via Long-Horizon Modeling," IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 27, no. 1, pp. 216-227, IEEE, 2021. Paper YouTube Part 1 YouTube Part 2 REF 2021 Submitted Output Impact Factor: 6.5† Top 10% Journal in Computer Science, Software Engineering† Citation: 111#
✦ [17] Arindam Kar, Sourav Pramanik, Arghya Chakraborty, Debotosh Bhattacharjee, Edmond S. L. Ho and Hubert P. H. Shum, "LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition," IEEE Transactions on Information Forensics and Security (TIFS), vol. 16, no. 1, pp. 495-509, IEEE, 2021. Paper Impact Factor: 8.0† Top 10% Journal in Engineering, Electrical & Electronic† Citation: 26#
✦ [18] Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum and Howard Leung, "A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 31, no. 9, pp. 3417-3432, IEEE, 2021. Paper GitHub YouTube Impact Factor: 11.1† Top 10% Journal in Engineering, Electrical & Electronic† Citation: 32#
✦ [19] Yijun Shen, Longzhi Yang, Edmond S. L. Ho and Hubert P. H. Shum, "Interaction-Based Human Activity Comparison," IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 26, no. 8, pp. 115673-115684, IEEE, 2020. Paper GitHub YouTube Dataset REF 2021 Submitted Output Impact Factor: 6.5† Top 10% Journal in Computer Science, Software Engineering† Citation: 35#
✦ [20] Shanfeng Hu, Hubert P. H. Shum, Nauman Aslam, Frederick W. B. Li and Xiaohui Liang, "A Unified Deep Metric Representation for Mesh Saliency Detection and Non-Rigid Shape Matching," IEEE Transactions on Multimedia (TMM), vol. 22, no. 9, pp. 2278-2292, IEEE, 2020. Paper YouTube REF 2021 Submitted Output Impact Factor: 9.7† Top 10% Journal in Computer Science, Software Engineering†
✦ [21] Jingtian Zhang, Hubert P. H. Shum, Jungong Han and Ling Shao, "Action Recognition from Arbitrary Views Using Transferable Dictionary Learning," IEEE Transactions on Image Processing (TIP), vol. 27, no. 10, pp. 4709-4723, IEEE, 2018. Paper Dataset REF 2021 Submitted Output Impact Factor: 13.7† Top 10% Journal in Computer Science, Artificial Intelligence† Citation: 72#
✦ [22] Worasak Rueangsirarak, Jingtian Zhang, Nauman Aslam and Hubert P. H. Shum, "Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait," IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), vol. 26, no. 12, pp. 2387-2396, IEEE, 2018. Paper GitHub Dataset REF 2021 Submitted Output Impact Factor: 5.2† Top 25% Journal in Engineering, Biomedical† Citation: 36#
✦ [23] Yang Yang, Howard Leung, Hubert P. H. Shum, Jiao Li, Lanling Zeng, Nauman Aslam and Zhigeng Pan, "CCESK: A Chinese Character Educational System Based on Kinect," IEEE Transactions on Learning Technologies (TLT), vol. 11, no. 3, pp. 342-347, IEEE, 2018. Paper Supplementary Material Impact Factor: 4.9† Top 10% Journal in Education & Educational Research† Citation: 15#
✦ [24] Lining Zhang, Hubert P. H. Shum and Ling Shao, "Manifold Regularized Experimental Design for Active Learning," IEEE Transactions on Image Processing (TIP), vol. 26, no. 2, pp. 969-981, IEEE, Feb 2017. Paper REF 2021 Submitted Output Impact Factor: 13.7† Top 10% Journal in Computer Science, Artificial Intelligence† Citation: 10#
✦ [25] Pierre Plantard, Hubert P. H. Shum, Anne-Sophie Le Pierres and Franck Multon, "Validation of an Ergonomic Assessment Method using Kinect Data in Real Workplace Conditions," Applied Ergonomics (AE), vol. 65, no. Supplement C, pp. 562-569, Elsevier, 2017. Paper Impact Factor: 3.4† Citation: 349#
✦ [26] Zhiguang Liu, Liuyang Zhou, Howard Leung and Hubert P. H. Shum, "Kinect Posture Reconstruction Based on a Local Mixture of Gaussian Process Models," IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 22, no. 11, pp. 2437-2450, IEEE, Nov 2016. Paper YouTube REF 2021 Submitted Output Impact Factor: 6.5† Top 10% Journal in Computer Science, Software Engineering† Citation: 72#
✦ [27] Lining Zhang, Hubert P. H. Shum and Ling Shao, "Discriminative Semantic Subspace Analysis for Relevance Feedback," IEEE Transactions on Image Processing (TIP), vol. 25, no. 3, pp. 1275-1287, IEEE, Mar 2016. Paper REF 2021 Submitted Output Impact Factor: 13.7† Top 10% Journal in Computer Science, Artificial Intelligence† Citation: 37#
✦ [28] Joseph Henry, Hubert P. H. Shum and Taku Komura, "Interactive Formation Control in Complex Environments," IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 20, no. 2, pp. 211-222, IEEE, Feb 2014. Paper YouTube REF 2021 Submitted Output Impact Factor: 6.5† Top 10% Journal in Computer Science, Software Engineering† Citation: 31#
✦ [29] Hubert P. H. Shum, Edmond S. L. Ho, Yang Jiang and Shu Takagi, "Real-Time Posture Reconstruction for Microsoft Kinect," IEEE Transactions on Cybernetics (TCyb), vol. 43, no. 5, pp. 1357-1369, IEEE, 2013. Paper YouTube REF 2014 Submitted Output Impact Factor: 10.5† Top 10% Journal in Computer Science, Artificial Intelligence† Citation: 187#
✦ [30] Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki, "Simulating Multiple Character Interactions with Collaborative and Adversarial Goals," IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 18, no. 5, pp. 741-752, IEEE, May 2012. Paper YouTube Part 1 YouTube Part 2 REF 2014 Submitted Output Invited Presentation at ACM I3D 2012 Impact Factor: 6.5† Top 10% Journal in Computer Science, Software Engineering† Citation: 59#
✦ [31] Hubert P. H. Shum, Taku Komura, Masashi Shiraishi and Shuntaro Yamazaki, "Interaction Patches for Multi-Character Animation," ACM Transactions on Graphics (TOG) - Proceedings of the 2008 ACM SIGGRAPH Asia, vol. 27, no. 5, pp. 114:1-114:8, ACM, Dec 2008. Paper YouTube Part 1 YouTube Part 2 YouTube Part 3 Software Patent Number: WO/2010/057897 REF 2014 Submitted Output Impact Factor: 9.5† Top 10% Journal in Computer Science, Software Engineering† Citation: 106#
✦ [32] Ruochen Li, Zhanxing Zhu, Tanqiu Qiao and Hubert P. H. Shum, "ViTE: Virtual Graph Trajectory Expert Router for Pedestrian Trajectory Prediction," Proceedings of the 2026 AAAI Conference on Artificial Intelligence (AAAI), pp. 1952, Singapore, Singapore, 2026. Paper Supplementary Material H5-Index: 232# Core A* Conference‡
✦ [33] Ziyi Chang, He Wang, George Alex Koulieris and Hubert P. H. Shum, "Large-Scale Multi-Character Interaction Synthesis," Proceedings of the 2025 ACM SIGGRAPH, pp. Article 114, Vancouver, Canada, ACM, 2025. Paper Supplementary Material YouTube Core A* Conference‡
✦ [34] Xiaotang Zhang, Ziyi Chang, Qianhui Men and Hubert P. H. Shum, "Motion In-Betweening for Densely Interacting Characters," Proceedings of the 2025 ACM SIGGRAPH Asia, pp. 96, Hong Kong, China, ACM, 2025. Paper YouTube Core A* Conference‡
✦ [35] Li Li, Hubert P. H. Shum and Toby P. Breckon, "RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation," Proceedings of the 2024 European Conference on Computer Vision (ECCV), vol. 15065, pp. 222-241, Milan, Italy, Springer, 2024. Paper Supplementary Material GitHub YouTube Part 1 YouTube Part 2 Oral Paper (Top 2.3% of 8585 Submissions) H5-Index: 262# Core A* Conference‡ Citation: 27#
✦ [36] Kanglei Zhou, Liyuan Wang, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Jianguo Li and Xiaohui Liang, "MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment," Proceedings of the 2024 European Conference on Computer Vision (ECCV), vol. 15069, pp. 375-392, Milan, Italy, Springer, 2024. Paper Supplementary Material YouTube Oral Paper (Top 2.3% of 8585 Submissions) H5-Index: 262# Core A* Conference‡ Citation: 30#
✦ [37] Francis Xiatian Zhang, Shuang Chen, Xianghua Xie and Hubert P. H. Shum, "Depth-Aware Endoscopic Video Inpainting," Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 143-153, Marrakesh, Morocco, Springer, 2024. Paper Supplementary Material GitHub YouTube H5-Index: 98# Core A Conference‡
✦ [38] Li Li, Hubert P. H. Shum and Toby P. Breckon, "Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation," Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 9361-9371, Vancouver, Canada, IEEE/CVF, Jun 2023. Paper Supplementary Material GitHub YouTube H5-Index: 450# Core A* Conference‡ Citation: 72#
✦ [39] Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang and Hubert P. H. Shum, "Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient," Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision (ICCV), pp. 4574-4583, Paris, France, IEEE/CVF, Oct 2023. Paper Supplementary Material GitHub YouTube H5-Index: 256# Core A* Conference‡ Citation: 28#
✦ [40] Abril Corona-Figueroa, Sam Bond-Taylor, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon, Hubert P. H. Shum and Chris G. Willcocks, "Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers," Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision (ICCV), pp. 14539-14548, Paris, France, IEEE/CVF, Oct 2023. Paper Supplementary Material YouTube H5-Index: 256# Core A* Conference‡ Citation: 14#
✦ [41] Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation," Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), pp. 405-414, Sydney, Australia, IEEE, Oct 2023. Paper YouTube Core A* Conference‡
✦ [42] Kanglei Zhou, Chen Chen, Yue Ma, Zhiying Leng, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang, "A Mixed Reality Training System for Hand-Object Interaction in Simulated Microgravity Environments," Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), pp. 167-176, Sydney, Australia, IEEE, Oct 2023. Paper YouTube Core A* Conference‡ Citation: 11#
✦ [43] Tanqiu Qiao, Qianhui Men, Frederick W. B. Li, Yoshiki Kubotani, Shigeo Morishima and Hubert P. H. Shum, "Geometric Features Informed Multi-Person Human-Object Interaction Recognition in Videos," Proceedings of the 2022 European Conference on Computer Vision (ECCV), pp. 474-491, Tel Aviv, Israel, Springer, Oct 2022. Paper Supplementary Material GitHub Dataset H5-Index: 262# Core A* Conference‡ Citation: 36#
✦ [44] Haozheng Zhang, Edmond S. L. Ho, Francis Xiatian Zhang and Hubert P. H. Shum, "Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video," Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 489-499, Singapore, Singapore, Springer, Sep 2022. Paper Supplementary Material H5-Index: 98# Core A Conference‡ Citation: 28#
✦ [45] Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network," Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), pp. 664-673, IEEE, Mar 2022. Paper YouTube Part 1 YouTube Part 2 H5-Index: 52# Core A* Conference‡ Citation: 33#
✦ [46] Zhiying Leng, Jiaying Chen, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang, "Stable Hand Pose Estimation under Tremor via Graph Neural Network," Proceedings of the 2021 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), pp. 226-234, IEEE, Mar 2021. Paper YouTube H5-Index: 52# Core A* Conference‡ Citation: 11#
✦ [47] Kanglei Zhou, Jiaying Chen, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang, "STGAE: Spatial Temporal Graph Auto-Encoder for Hand Motion Denoising," Proceedings of the 2021 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), pp. 41-49, Bari, Italy, IEEE, Oct 2021. Paper GitHub YouTube Core A* Conference‡ Citation: 22#
✦ [48] Jingtian Zhang, Lining Zhang, Hubert P. H. Shum and Ling Shao, "Arbitrary View Action Recognition via Transfer Dictionary Learning on Synthetic Training Data," Proceedings of the 2016 IEEE International Conference on Robotics and Automation (ICRA), pp. 1678-1684, Stockholm, Sweden, IEEE, May 2016. Paper GitHub Dataset H5-Index: 129# Core A* Conference‡ Citation: 16#
✦ [49] Edmond S. L. Ho and Hubert P. H. Shum, "Motion Adaptation for Humanoid Robots in Constrained Environments," Proceedings of the 2013 IEEE International Conference on Robotics and Automation (ICRA), pp. 3813-3818, Karlsruhe, IEEE, May 2013. Paper YouTube H5-Index: 129# Core A* Conference‡ Citation: 30#