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, Liyuan Wang, Hubert P. H. Shum, Xiaohui Liang (2026). A Comprehensive Survey of Action Quality Assessment: Method and Benchmark. PR. Cite PDF Project 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. WACV. 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. CVPRW. 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 TIP. 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. 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. ECCV. Cite PDF Poster Slides DOI GitHub arXiv Oral Presentation (~2.3%) Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang (2023). Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising. TVCG. 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. ISMAR 2023. Cite PDF Project Video DOI Kanglei Zhou, Yue Ma, Hubert P. H. Shum, Xiaohui Liang (2023). Hierarchical Graph Convolutional Networks for Action Quality Assessment. TCSVT. 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 VR - TVCG. Cite PDF DOI Bilibili Oral Presentation (~10% for TVCG) 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. ISMAR. Cite PDF Code DOI Supervisor
