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

  • 2024.02.15: One paper is accepted by IEEE Transactions on Medical Imaging.
  • 2024.01.15: One paper is accepted by Insights into Imaging.
  • 2023.11.30: One paper is accepted by Multimedia Tools and Applications.
  • 2023.10.24: Two papers are accepted by WACV 2024.
  • 2023.09.18: One paper is accepted by ACM Transactions on Multimedia Computing, Communications, and Applicationss.
  • 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: efficient AI
  • Computer Vision: face/natural/medical image restoration, editing, and generation
  • 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

    Radiation Reduction for Interventional Radiology Imaging: A Video Frame Interpolation Solution
    Zhijiang Tang#, Qiang Xiong#, Xuantai Wu#, Tianyi Xu, Yuxuan Shi, Ximing Xu, Jun Xu*, Ruijue Wang*
    Insights into Imaging, accept, 2024.
    [Paper] [Github]


    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]


    Multi-modal Modality-masked Diffusion Network for Brain MRI Synthesis with Random Modality Missing
    Xiangxi Meng, Kaicong Sun, Jun Xu, Xuming He, Dinggang Shen
    IEEE Transactions on Medical Imaging , accept, 2024.
    [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