Publications 2025 PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical Instruction Long-term Action Quality Assessment (AQA) aims to evaluate the quantitative performance of actions in long videos. However, existing … Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li, Xingxing Zhang, Xiaohui Liang Posted May 27, 2025 Journal Article TIP 2025 CCF A PDF Cite DOI GitHub arXiv Adaptive Score Alignment Learning for Continual Perceptual Quality Assessment of 360-Degree Videos in Virtual Reality Virtual Reality Video Quality Assessment (VR-VQA) aims to evaluate the perceptual quality of 360-degree videos, which is crucial for … Kanglei Zhou, Zikai Hao, Liyuan Wang, Xiaohui Liang Posted Jan 27, 2025 Journal Article IEEE VR 2025 - TVCG Core A* CCF A PDF Cite DOI GitHub arXiv Bilibili Oral Presentation 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 Conference Paper ICRA 2025 Core A* CCF B PDF arXiv 2024 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 Conference Paper ECCV 2024 Core A* CCF B PDF Cite Poster Slides DOI GitHub arXiv Oral Presentation (~2.3%) CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment Action Quality Assessment (AQA) is pivotal for quantifying actions across domains like sports and medical care. Existing methods often … Kanglei Zhou, Junlin Li, Ruizhi Cai, Liyuan Wang, Xinxing Zhang, Xiaohui Liang Posted Apr 18, 2024 Conference Paper IJCAI 2024 Core A* CCF A PDF Cite DOI GitHub arXiv A Comprehensive Survey of Action Quality Assessment: Method and Benchmark Kanglei Zhou, Ruizhi Cai, Liyuan Wang, Hubert P. H. Shum, Xiaohui Liang Posted Dec 15, 2024 Preprint / Working Paper arXiv PDF Cite Project GitHub arXiv 2023 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 Journal Article TVCG CCF A PDF Cite DOI GitHub Bilibili 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 Journal Article TCSVT CCF B PDF Cite DOI GitHub 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 Journal Article Briefings in Bioinformatics CCF B PDF Cite Code DOI A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis As the most common idiopathic inflammatory myopathy in children, juvenile dermatomyositis (JDM) is characterized by skin rashes and … 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 Journal Article IEEE VR - TVCG Core A* CCF A PDF Cite DOI Bilibili Oral Presentation (~10% for TVCG) 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 Conference Paper ISMAR 2023 Core A* CCF B PDF Cite Project Video DOI 2022 Solution Path Algorithm for Twin Multi-class Support Vector Machine The twin support vector machine and its extensions have made great achievements in dealing with binary classification problems. … Liuyuan Chen, Kanglei Zhou, Junchang Jing, Haiju Fan, Juntao Li Posted Aug 2, 2022 Journal Article ESWA CCF C PDF Cite Code DOI TSVMPath: Fast Regularization Parameter Tuning Algorithm for Twin Support Vector Machine Twin support vector machine (TSVM) has attracted much attention in the field of machine learning with good generalization ability and … Kanglei Zhou, Qiyang Zhang, Juntao Li Posted Jun 7, 2022 Journal Article NPL CCF C PDF Cite Code DOI 2021 STGAE: Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising Hand object interaction in mixed reality (MR) relies on the accurate tracking and estimation of human hands, which provide users with a … Kanglei Zhou, Zhiyuan Cheng, Hubert PH Shum, Frederick WB Li, Xiaohui Liang Posted Oct 14, 2021 Conference Paper ISMAR 2021 Core A* CCF B PDF Cite Code DOI 2020 Secure image encryption scheme using double random-phase encoding and compressed sensing A secure optical digital image encryption scheme with authentication capability is proposed using double random-phase encoding (DRPE) … Kanglei Zhou, Jingjing Fan, Haiju Fan, Ming Li Posted Jul 14, 2020 Journal Article Opt Laser Technol PDF Cite Code DOI 2019 Cryptanalyzing an image encryption based on a modified Henon map using hybrid chaotic shift transform Recently, a novel image encryption scheme has been proposed based on a modified Henon map using hybrid chaotic shift transform. This … Kanglei Zhou, Minghui Xu, Jidong Luo, Haiju Fan, Ming Li Posted Oct 14, 2019 Journal Article DSP PDF Cite Code DOI
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