profile
  • Junwu Weng
  • Senior Researcher
    Tencent AI Lab
    calcifer (at) outlook (dot) com

    "Truth is ever to be found in simplicity, and not in the multiplicity and confusion of things." -- Isaac Newton

    BIOGRAPHY

    I am now a senior researcher in Visual Computing Center of Tencent AI Lab. My research interests cover video understanding, neural network design, 3D motion retargeting and digital content generation.

    Prior to Tencent, I received my Ph.D. degree in school of Electrical and Electronic Engineering ( EEE ) from Nanyang Technological University ( NTU ), Singapore in 2020. During this period, I was fortuanately advised by Prof. Junsong Yuan and Prof. Xudong Jiang focusing on human behavior analysis.



    PUBLICATION

  • Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos

    Zixiao Wang, Junwu Weng, Chun Yuan, Jue Wang
    Proc. of the AAAI Conference on Artificial Intelligence ( AAAI'23 ), 2023 [ Oral ]

  • LocVTP: Video-Text Pre-training for Temporal Localization

    Meng Cao, Tianyu Yang, Junwu Weng, Can Zhang, Jue Wang, Yuexian Zou
    European Conference on Computer Vision ( ECCV'22 ), 2022

  • Unsupervised Pre-training for Temporal Action Localization Tasks

    Can Zhang, Tianyu Yang, Junwu Weng, Meng Cao, Jue Wang, Yuexian Zou
    Proc. IEEE Conf. on Computer Vision and Pattern Recognition ( CVPR'22 ), 2022

  • Temporal Distinct Representation Learning for Action Recognition

    Junwu Weng, Donghao Luo, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Xudong Jiang, Junsong Yuan
    European Conference on Computer Vision ( ECCV'20 ), 2020

  • Early Action Recognition with Category Exclusion using Policy-based Reinforcement Learning

    Junwu Weng, Xudong Jiang, Weilong Zheng, Junsong Yuan
    IEEE Transactions on Circuits and Systems for Video Technology ( T-CSVT ), 2020

  • Deformable Pose Traversal Convolution for 3D Action and Gesture Recognition

    Junwu Weng, Mengyuan Liu, Xudong Jiang, Junsong Yuan
    European Conference on Computer Vision ( ECCV'18 ), 2018

  • Hand Point Net: 3D Hand Pose Estimation using Point Sets

    Liuhao Ge, Yujun Cai, Junwu Weng, Junsong Yuan
    Proc. IEEE Conf. on Computer Vision and Pattern Recognition ( CVPR’18 ), 2018 [ Spotlight ]

  • Spatio-Temporal Naïve-Bayes Nearest Neighbor for Skeleton-Based Action Recognition

    Junwu Weng, Chaoqun Weng, Junsong Yuan
    Proc. IEEE Conf. on Computer Vision and Pattern Recognition ( CVPR'17 ), 2017

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