Hubert P. H. Shum Posted Aug 1, 2025 Homepage Hubert P. H. Shum Professor @ Durham University Biography Professor, Durham University. Co-Authored Publications Kanglei Zhou, Ruizhi Cai, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang (2027). NeuroPath: Brain-Inspired Dual-Pathway Graph Convolutional Networks for Skeleton-Based Action Recognition. Pattern Recognition. Cite PDF DOI arXiv Ziyi Chang, Kanglei Zhou, Xiaohui Liang, Hubert P. H. Shum (2026). Quality-Preserving Imperceptible Adversarial Attack on Skeleton-based Human Action Recognition. IEEE Transactions on Circuits and Systems for Video Technology. Cite PDF DOI GitHub arXiv Kanglei Zhou, Ruizhi Cai, Liyuan Wang, Hubert P. H. Shum, Xiaohui Liang (2026). A Comprehensive Survey of Action Quality Assessment: Method and Benchmark. Pattern Recognition. Cite PDF Project DOI GitHub arXiv Ruisheng Han, Kanglei Zhou, Shuang Chen, Amir Atapour-Abarghouei, Hubert P. H. Shum (2026). CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow. IEEE/CVF Winter Conference on Applications of Computer Vision. Cite PDF arXiv GitHub Ruisheng Han, Kanglei Zhou, Amir Atapour-Abarghouei, Xiaohui Liang, Hubert P. H. Shum (2025). FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops. Cite PDF arXiv GitHub Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li, Xingxing Zhang, Xiaohui Liang (2025). PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical Instruction. IEEE Transactions on Image Processing. Cite PDF DOI GitHub arXiv Kanglei Zhou, Qingyi Pan, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang, Liyuan Wang (2025). Continual Action Quality Assessment via Adaptive Manifold-Aligned Graph Regularization. arXiv Preprint. Cite PDF GitHub arXiv Kanglei Zhou, Liyuan Wang, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Jianguo Li, Xiaohui Liang (2024). MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment. The 18th European Conference on Computer Vision, Oral, ~2.3%. Cite PDF Poster Slides DOI GitHub arXiv Oral Presentation Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang (2023). Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising. IEEE Transactions on Visualization and Computer Graphics. Cite PDF DOI GitHub Bilibili Kanglei Zhou, Chen Chen, Yue Ma, Zhiying Leng, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang (2023). 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). Cite PDF Project Video DOI Kanglei Zhou, Yue Ma, Hubert P. H. Shum, Xiaohui Liang (2023). Hierarchical Graph Convolutional Networks for Action Quality Assessment. IEEE Transactions on Circuits and Systems for Video Technology. Cite PDF DOI GitHub Kanglei Zhou, Ruizhi Cai, Yue Ma, Qingqing Tan, Xinning Wang, Jianguo Li, Hubert P. H. Shum, Frederick W. B. Li, Song Jin, Xiaohui Liang (2023). A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis. IEEE Transactions on Visualization and Computer Graphics, VR 2023 Oral, ~10% for TVCG. Cite PDF DOI Bilibili Oral Presentation Kanglei Zhou, Zhiyuan Cheng, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang (2021). STGAE: Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising. IEEE International Symposium on Mixed and Augmented Reality. Cite PDF DOI GitHub Supervisor
