Dr. Jun XU
Associate Professor
School of Statistics and Data Science
Nankai University
Tianjin, China
Office: Room 345, Fansun Building
Email: csjunxu [at] nankai [dot] edu [dot] cn

[Main] [Publication] [Google Scholar] [Code & Data]

News

  • 2023.10.24: Two papers are accepted by WACV 2024.
  • 2023.08.30: One paper is accepted by IEEE Transactions on Cybernetics.
  • 2023.08.23: One paper is accepted by Infectious Disease Modelling.
  • 2023.05.28: One paper is accepted by IEEE TMM.
  • 2023.03.22: One paper on the COVID-19 epidemic in mainland China is published on Journal of Biosafety and Biosecurity.
  • 2023.02.28: One paper on efficient video prediction is accepted by CVPR 2023 as a Highlight paper, congratulations to Xiaotao Hu.
  • 2023.01.20: One paper on real-world face image super-resolution is accepted by IEEE TIP.

    • Current Research Interests

  • Machine Learning: generative model, model compression
  • Computer Vision: 2D/3D imaging and understanding, medical image analysis

    • Work Experience

  • 2021.12--Now: Associate Professor, School of Statistics and Data Science, Nankai University, Tianjin, China.
  • 2021.1--2021.12: Assistant Professor, School of Statistics and Data Science, Nankai University, Tianjin, China.
  • 2019.10--2020.12: Assistant Professor, College of Computer Science, Nankai University, Tianjin, China.
  • 2018.09--2019.10: Research Scientist, Inception Institute of Artificial Intelligence, Abu Dhabi, UAE.
  • 2018.06--2018.09: Post-Doc with Yasu, Simon Fraser University, Vancouver, Canada.

    • Education

  • 2018.05--2018.06: Visiting Student, Tsinghua Shenzhen International Graduate School, Shenzhen, China.
  • 2014.07--2018.09: Ph.D. of Lei Zhang and David Zhang, Department of Computing, The Hong Kong Polytechnic University.
  • 2011.09--2014.06: M.Sc., School of Mathematics Science, Nankai University.
  • 2007.09--2011.06: B.Sc., School of Mathematics Science, Nankai University.

    • Recently accepted

    4K-Resolution Photo Exposure Correction at 125 FPS with ~8K Parameters
    Yijie Zhou, Chao Li, Jin Liang, Tianyi Xu, Xin Liu, Jun Xu*
    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) , accept, 2024.
    [Paper] [Supp] [Arxiv] [Github]


    Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution
    Zhewei Huang, Ailin Huang, Xiaotao Hu, Chen Hu, Jun Xu*, Shuchang Zhou*
    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) , accept, 2024.
    [Paper] [Supp] [Arxiv] [Github]


    Gaze Estimation by Attention-Induced Hierarchical Variational Auto-Encoder
    Guan-He Huang#, Jing-Yue Shi#, Jun Xu#, Jing Li, Ying-Jun Du, Xian-Tong Zhen
    IEEE Transactions on Cybernetics, accept, Aug. 2023.
    [Paper] [Supp] [Arxiv] [Github]


    COVID-19 transmission driven by age-group mathematical model in Shijiazhuang City of China
    Fengying Wei*, Ruiyang Zhou*, Zhen Jin*, Senzhong Huang*, Zhihang Peng, Jinjie Wang, Ximing Xu, Xinyan Zhang, Jun Xu, Yao Bai, Xiaoli Wang, Bulai Lu, Zhaojun Wang, Jianguo Xu
    Infectious Disease Modelling, accept, 2023.
    [Paper]


    Variational Neuron Shifting for Few-Shot Image Classification Across Domains
    Liyun Zuo, Baoyan Wang, Lei Zhang, Jun Xu, Xiantong Zhen
    IEEE Transactions on Multimedia, accept, 2023.
    [Paper]


    Study on the COVID-19 epidemic in mainland China between November 2022 and January 2023, with prediction of its tendency
    Yao Bai, Zhihang Peng, Fengying Wei, Zhen Jin, Jinjie Wang, Ximing Xu, Xinyan Zhang, Jun Xu, Zixiong Ren, Bulai Lu, Zhaojun Wang, Jianguo Xu, Senzhong Huang*
    Journal of Biosafety and Biosecurity, vol. 5, issue 1, pp. 39-44, Mar. 2023.
    [Paper]


    A Dynamic Multi-Scale Voxel Flow Network for Video Prediction
    Xiaotao Hu, Zhewei Huang, Ailin Huang, Jun Xu*, Shuchang Zhou*
    Computer Vision and Pattern Recognition (CVPR), 2023. (Highlight, 10% of accepted papers, 2.5% of submissions)
    [Paper] [Supp] [Arxiv] [Github]


    Semi-Cycled Generative Adversarial Networks for Real-World Face Super-Resolution
    Hao Hou, Jun Xu*, Yingkun Hou, Xiaotao Hu, Benzheng Wei, Dinggang Shen
    IEEE Transactions on Image Processing (TIP), vol. 32, pp. 1184-1199, Feb. 2023.
    [Paper] [Supp] [Arxiv] [Github]

    Current Members

  • Xiaotao Hu, M.Sc. student in Nankai University (co-supervised with Prof. Ming-Ming Cheng), 2021-2024, B.Sc. in Dalian University of Technology, now work with Prof. Ping Tan from HKUST
  • Yuxuan Shi, M.Sc. in Nankai University, 2021-2024, B.Sc. in Wuhan University, intern in AI Research Institute, United Imaging Intelligence
  • Yuchen Yang, M.Sc. student in Nankai University, 2022-2025, B.Sc. in Nankai University
  • Tianyi Xu, M.Sc. student in Nankai University, 2022-2025, B.Sc. in Sichuan University
  • Yan Gao, M.Sc. student in Nankai University, 2022-2024
  • Yue Yang, M.Sc. student in Nankai University, 2022-2024
  • Chao Li, M.Sc. student in Nankai University, 2023-2026, B.Sc. in Nankai University
  • Zhouzhuo Zhang, M.Sc. student in Nankai University, 2023-2026, B.Sc. in Lanzhou University
  • Liqi Xue, M.Sc. student in Nankai University, 2023-2026, B.Sc. in Shanghai University
  • Yijie Zhou, M.Sc. student in Nankai University, 2023-2025, B.Sc. in Beijing Normal University
  • Wei Si, M.Sc. student in Nankai University, 2023-2025, B.Sc. in Shandong University
  • Shiji Ao, M.Sc. student in Nankai University, 2023-2025, B.Sc. in Tianjin University
  • Qiujia He, M.Sc. student in Nankai University (co-supervised with Prof. Lei Yu), 2023-2025, B.Sc. in Nankai University
  • Fengwei Yang, M.Sc. student in Nankai University (co-supervised with Prof. Hui Lei), 2023-2025, B.Sc. in Beijing University of Technology
  • Zhiyi Cui, M.Sc. student in Nankai University (co-supervised with Prof. Long Feng), 2023-2025, B.Sc. in Shandong University

    • Graduated Members (with first work after graduation)

  • Shaocong Zheng, M.Sc. in Nankai University, 2021-2023, B.Sc. in Taiyuan University of Technology, China Minsheng Bank Corp. (Beijing).

    • All things are difficult before they are easy.
    — Thomas Fuller