Xiaohui Liang Posted Aug 1, 2025 School Homepage ORCID Xiaohui Liang Professor @ BUAA Biography Professor, Beihang University. Ph.D. supervisor. Research Interests (To be updated) Co-Authored Publications 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 Yue Ma, Kanglei Zhou, Fuyang Yu, Frederick W. B. Li, Xiaohui Liang (2025). Uncertainty-aware Probabilistic 3D Human Motion Forecasting via Invertible Networks. ICRA 2025. PDF arXiv Kanglei Zhou, Zikai Hao, Liyuan Wang, Xiaohui Liang (2025). Adaptive Score Alignment Learning for Continual Perceptual Quality Assessment of 360-Degree Videos in Virtual Reality. VR 2025 - TVCG. PDF Cite DOI GitHub arXiv Bilibili Oral Presentation 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, Junlin Li, Ruizhi Cai, Liyuan Wang, Xinxing Zhang, Xiaohui Liang (2024). CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment. IJCAI. PDF Cite DOI GitHub arXiv 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) Kanglei Zhou, Zhiyuan Cheng, Hubert PH Shum, Frederick WB Li, Xiaohui Liang (2021). STGAE: Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising. ISMAR 2021. PDF Cite Code DOI Supervisor People
