YOU Mengbo

写真a

Affiliation

IWATE University  Faculty of Science and Engineering  Department of Systems Innovation Engineering  Studies in Computer, Intelligence and Media Sciences  

Position

Assistant professor

Homepage URL

https://sites.google.com/view/cv-you/

Mail Address

E-mail address

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Research Interests 【 display / non-display 】

  • Machine Learning

  • Feature Selection

  • Computer Vision

  • Pattern Recognition

  • 3D Point Cloud Processing

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Campus Career 【 display / non-display 】

  • 2022.08
    -
    Now

    IWATE University   Faculty of Science and Engineering   Department of Systems Innovation Engineering   Studies in Computer, Intelligence and Media Sciences   Assistant Professor   [Duty]

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External Career 【 display / non-display 】

  • 2018.05
    -
    2022.07

    Northwest A&F University   Computer Science Department, College of Information Engineering   Lecturer  

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Published Papers 【 display / non-display 】

  • Robust unsupervised feature selection via multi-group adaptive graph representation

    Mengbo You, Aihong Yuan, Min Zou, Dongjian He, Xuelong Li

    IEEE Transactions on Knowledge and Data Engineering ( IEEE Computer Society )  35 ( 3 ) 3030 - 3044   2023.03  [Refereed]

    Bulletin of University, Institute, etc.  Multiple authorship

    DOI

  • Symmetrical Self-representation and Data-grouping Strategy for Unsupervised Feature Selection

    Aihong Yuan, Mengbo You, Yuhan Wang, Xun Li, Xuelong Li

    IEEE Transactions on Knowledge and Data Engineering ( IEEE Computer Society )    1 - 13   2024.08  [Refereed]

    Bulletin of University, Institute, etc.  Multiple authorship

    DOI

  • Unsupervised Feature Selection via Neural Networks and Self-Expression with Adaptive Graph

    Mengbo You, Aihong Yuan, Dongjian He, Xuelong Li

    Pattern Recognition   135 ( 109173 )   2023.03  [Refereed]

    Bulletin of University, Institute, etc.  Multiple authorship

    DOI

  • Unsupervised feature selection with joint self-expression and spectral analysis via adaptive graph constraints

    Mengbo You, Lujie Ban, Yuhan Wang, Juan Kang, Guorui Wang, Aihong Yuan

    Multimedia Tools and Applications ( Springer )  82 ( 4 ) 5879 - 5898   2023.01  [Refereed]

    Bulletin of University, Institute, etc.  Multiple authorship

    DOI

  • Convex non-negative matrix factorization with adaptive graph for unsupervised feature selection

    Aihong Yuan, Mengbo You, Dongjian He, Xuelong Li

    IEEE Transactions on Cybernetics ( IEEE Computer Society )  52 ( 6 ) 5522 - 5534   2022.06  [Refereed]

    Bulletin of University, Institute, etc.  Multiple authorship

    DOI

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Academic Awards Received 【 display / non-display 】

  • 2022.11.04

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