Publications

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. Shum3, 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
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