Representative Work

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
PDF Code
PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical Instruction
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
PDF Cite Code
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
PDF Cite Code Poster Slides Video
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
PDF Cite Code
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
PDF Cite Code Project Video DOI
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
PDF Cite Code Project DOI
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
PDF Cite Project Video DOI
A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis