Kanglei Zhou

Kanglei Zhou

PhD Candidate

BUAA

Biography

I obtained my Bachelor’s degree from the College of Computer and Information Engineering at Henan Normal University in 2020. Now, I am pursuing a Ph.D. degree under the supervision of Prof. Xiaohui Liang at the School of Computer Science and Engineering, Beihang University. Currently, my research interests are mainly in human motion analysis.

Interests
  • Human motion analysis
  • VR/AR/MR
Education

  • PhD Candidate in CS, 2020--Now

    Beihang University

  • Visiting Student, 2024

    Durham University

  • BSc in CS, 2016--2020

    Henan Normal University

  • Exchange Student, 2019

    Frankfurt University of Applied Science

Selected Publications

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Kanglei Zhou, Junlin Li, Ruizhi Cai, Liyuan Wang, Xinxing Zhang, Xiaohui Liang (2024). CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment. IJCAI 2024.

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Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang (2023). Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising. TVCG.

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Juntao Li, Hongmei Zhang, Bingyu Mu, Hongliang Zuo, Kanglei Zhou (2023). Identifying phenotype-associated subpopulations through LP_SGL. BIB.

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Kanglei Zhou, Chen Chen, Yue Ma, Zhiying Leng, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang (2023). A Mixed Reality Training System for Hand-Object Interaction in Simulated Microgravity Environments. ISMAR 2023.

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Kanglei Zhou, Yue Ma, Hubert P. H. Shum, Xiaohui Liang (2023). Hierarchical Graph Convolutional Networks for Action Quality Assessment. TCSVT.

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

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Liuyuan Chen, Kanglei Zhou, Junchang Jing, Haiju Fan, Juntao Li (2022). Solution Path Algorithm for Twin Multi-class Support Vector Machine. ESWA.

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Kanglei Zhou, Qiyang Zhang, Juntao Li (2022). TSVMPath: Fast Regularization Parameter Tuning Algorithm for Twin Support Vector Machine. NPL.

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Kanglei Zhou, Zhiyuan Cheng, Hubert PH Shum, Frederick WB Li, Xiaohui Liang (2021). STGAE: Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising. ISMAR 2021.

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Kanglei Zhou, Jingjing Fan, Haiju Fan, Ming Li (2020). Secure image encryption scheme using double random-phase encoding and compressed sensing. Opt Laser Technol.

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Kanglei Zhou, Minghui Xu, Jidong Luo, Haiju Fan, Ming Li (2019). Cryptanalyzing an image encryption based on a modified Henon map using hybrid chaotic shift transform. DSP.

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