Representative Work

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
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
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
A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis
Kanglei Zhou, Ruizhi Cai, Yue Ma, Qingqing Tan, Xinning Wang, Jianguo Li, Hubert P. H. Shum, Frederick W. B. Li, Song Jin, Xiaohui Liang
Posted May 11, 2023
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A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis