Hubert P. H. Shum Posted Aug 1, 2025 Personal Website Hubert P. H. Shum Professor @ Durham University Biography Professor, Durham University. Research Interests (To be updated) Co-Authored Publications 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. PDF Cite 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. PDF Cite 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. PDF Cite 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. PDF GitHub arXiv Kanglei Zhou, Ruizhi Cai, Liyuan Wang, Hubert P. H. Shum, Xiaohui Liang (2024). A Comprehensive Survey of Action Quality Assessment: Method and Benchmark. arXiv. PDF Cite Project 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. PDF Cite 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. PDF Cite 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. PDF Cite Project Video DOI Kanglei Zhou, Yue Ma, Hubert P. H. Shum, Xiaohui Liang (2023). Hierarchical Graph Convolutional Networks for Action Quality Assessment. TCSVT. PDF Cite 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. PDF Cite DOI Bilibili Oral Presentation (~10% for TVCG) Collaborators People
