Xiaoyu GUO (郭肖瑜)

 

Email: xiaoyuguo4-c@my.cityu.edu.hk

Welcome to my homepage! I am a Postdoctoral Fellow in the Department of Electronic Engineering at City University of Hong Kong (CityU), working under the supervision of Prof. Rosa H.M. Chan. Previously, I was a Postdoctoral Fellow at the School of Biomedical Science at The Chinese University of Hong Kong (CUHK) supervised by Prof. Vincent Cheung and served as a Visiting Research Scholar at Harvard Medical School supervised by Prof. Paolo Bonato. I received my Ph.D. in Electronic Engineering from CityU. My M.E. in Communication and Information Systems and my B.E. in Electronic Information Science and Technology are both from the School of Information Science and Engineering at Lanzhou University (LZU).

Research Interests

My research interests lie in computational neuroscience, bio-signal processing, and rehabilitation of brain-damaged survivors.

  • My research topic mainly focuses on motor control of neuroscience by analyzing bio-signals and motion data of human beings.

  • I am interested in motion analysis of human beings with robotics e.g. Exoskeleton.

  • I am working on leveraging machine learning models to conduct motion analysis of sports.

    • Publications

    Inhibitory Muscle Components in Muscle Synergies Factorized by The Rectified Latent Variable Model from Electromyographic Data. Accepted by IEEE Journal of Biomedical and Health Informatics (JBHI). [paper]
    Xiaoyu Guo , Subing Huang, Borong He, Chuanlin Lan, Jodie J. Xie, Kelvin Y. S. Lau, Tomohiko Takei, Arthur D. P. Mak, Roy T. H. Cheung, Kazuhiko Seki, Vincent C. K. Cheung, Rosa H. M. Chan.

    Age-related modifications of muscle synergies and their temporal activations for overground walking. Accepted by IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE). [paper]
    Xiaoyu Guo , Borong He, Kelvin Y. S. Lau, Peter P. K. Chan, Richard Liu, Jodie J. Xie, Sophia C. W. Ha, Chao-Ying Chen, Gladys L. Y. Cheing, Roy T. H. Cheung, Rosa H. M. Chan.

    Right Temporal Oscillations of Infants in Relation to Contingent Learning, IEEE Engineering in Medicine & Biology Society (EMBC), 2020. [paper]
    Xiaoyu Guo , Janet Zhang, Roy T.H. Cheung, Rosa H.M. Chan, Chao-Ying Chen

    Saturation-Allowed Zeroing Dynamics activated by Various Functions for Time-varying Quadratic Programming, FLOMAT. [paper]
    Xiaoyu Guo , Huiyan Lu, Long Jin, et al.

    Working Papers

    Personalized Synergy-based Functional Electrical Stimulation Improves Lower Limb Motor Functions of Chronic Stroke Survivors by Restoring Gait Control Modules [paper]
    Xiaoyu Guo , Kelvin Y.S. Lau, Minglei Bai, Richard Liu,Borong He, Jodie J. Xie, Jiayin Lin, Vivian K.H. Yuen, Peter P.K. Chan, Summer L.S. Law, Junhao Wang, Sin Ming Li, Chih-Hong Chou, Chao-ying Chen, Gladys L.Y. Cheing, Patrick W.H. Kwong, Ning Lan,Roy T.H. Cheung, Rosa H.M. Chan, Vincent C.K. Cheung

    Others

    First prize scholarship for postgraduate, LZU, Oct. 2016

    Outstanding graduate cadre, LZU, Dec. 2017

    Second prize scholarship for postgraduate, LZU, Oct. 2017

    Third prize scholarship for undergraduate, LZU, Oct. 2015