Publications

PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical Instruction
Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li, Xingxing Zhang, Xiaohui Liang
Posted May 27, 2025
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PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical Instruction
Uncertainty-aware Probabilistic 3D Human Motion Forecasting via Invertible Networks
Yue Ma, Kanglei Zhou, Fuyang Yu, Frederick W. B. Li, Xiaohui Liang
Posted Jan 28, 2025
Uncertainty-aware Probabilistic 3D Human Motion Forecasting via Invertible Networks
Adaptive Score Alignment Learning for Continual Perceptual Quality Assessment of 360-Degree Videos in Virtual Reality
Kanglei Zhou, Zikai Hao, Liyuan Wang, Xiaohui Liang
Posted Jan 27, 2025
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Adaptive Score Alignment Learning for Continual Perceptual Quality Assessment of 360-Degree Videos in Virtual Reality
A Comprehensive Survey of Action Quality Assessment: Method and Benchmark
Kanglei Zhou, Ruizhi Cai, Liyuan Wang, Hubert P. H. Shum, Xiaohui Liang
Posted Jan 27, 2025
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MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment
Action Quality Assessment (AQA) evaluates diverse skills but models struggle with non-stationary data. We propose Continual AQA (CAQA) …
Kanglei Zhou, Liyuan Wang, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Jianguo Li, Xiaohui Liang
Posted Jul 1, 2024
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MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment
CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment
Kanglei Zhou, Junlin Li, Ruizhi Cai, Liyuan Wang, Xinxing Zhang, Xiaohui Liang
Posted Apr 18, 2024
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CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment
Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising
Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang
Posted Nov 28, 2023
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Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising
Identifying phenotype-associated subpopulations through LP_SGL
Single-cell RNA sequencing (scRNA-seq) enables the resolution of cellular heterogeneity in diseases and facilitates the identification …
Juntao Li, Hongmei Zhang, Bingyu Mu, Hongliang Zuo, Kanglei Zhou
Posted Nov 28, 2023
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Identifying phenotype-associated subpopulations through LP_SGL
A Mixed Reality Training System for Hand-Object Interaction in Simulated Microgravity Environments
As human exploration of space continues to progress, the use of Mixed Reality (MR) for simulating microgravity environments and …
Kanglei Zhou, Chen Chen, Yue Ma, Zhiying Leng, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang
Posted Nov 11, 2023
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A Mixed Reality Training System for Hand-Object Interaction in Simulated Microgravity Environments
Hierarchical Graph Convolutional Networks for Action Quality Assessment
Action quality assessment (AQA) automatically evaluates how well humans perform actions in a given video, a technique widely used in …
Kanglei Zhou, Yue Ma, Hubert P. H. Shum, Xiaohui Liang
Posted Jun 1, 2023
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Hierarchical Graph Convolutional Networks for Action Quality Assessment