Xiaohui Liang

He is my PhD supervisor at Beihang University.

Co-authored Publications

1. 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. TIP 2025.
PDF Cite DOI GitHub arXiv
2. 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.
3. 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. IEEE VR 2025 - TVCG.
PDF Cite DOI GitHub arXiv Bilibili Oral Presentation
4. Kanglei Zhou , Ruizhi Cai , Liyuan Wang , Hubert P. H. Shum , Xiaohui Liang (2024). A Comprehensive Survey of Action Quality Assessment: Method and Benchmark. arXiv.
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5. 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 2024.
PDF Cite Poster Slides DOI GitHub arXiv Oral Presentation (~2.3%)
6. 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 2024.
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7. 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
8. 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.
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9. Kanglei Zhou , Yue Ma , Hubert P. H. Shum , Xiaohui Liang (2023). Hierarchical Graph Convolutional Networks for Action Quality Assessment. TCSVT.
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10. 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)
11. 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.
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