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

  • 2025.04.22: One paper is accepted by IEEE Transactions on Medical Imaging.
  • 2025.03.31: One paper is accepted by CVIU.
  • 2025.01.11: One paper is accepted by Neural Networks.
  • 2024.12.31: One paper is accepted by IEEE Transactions on Image Processing.
  • 2024.12.04: One paper is accepted by IEEE Transactions on Image Processing.
  • 2024.07.12: One paper is accepted by IEEE Transactions on Medical Imaging.
  • 2024.07.04: One paper is accepted by ECAI 2024.
  • 2024.05.02: One paper is accepted by ICML 2024.
  • 2024.02.15: One paper is accepted by IEEE Transactions on Medical Imaging.
  • 2024.01.15: One paper is accepted by Insights into Imaging.
  • 2023.10.24: 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 is published on Journal of Biosafety and Biosecurity.
  • 2023.02.28: One paper is accepted by CVPR 2023 as a Highlight paper.
  • 2023.01.20: One paper 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

    Coupled Diffusion Models for Metal Artifact Reduction of Clinical Dental CBCT Images
    Zhouzhuo Zhang, Juncheng Yan, Yuxuan Shi, Zhiming Cui, Dinggang Shen*, Jun Xu*
    IEEE Transactions on Medical Imaging, accept with revision, 2025.
    [Paper] [Github]


    Learning Temporal-Aware Representation for Controllable Interventional Radiology Imaging
    Wei Si#, Zhaolin Zheng#, Zhewei Huang, Xi-Ming Xu, Ruijue Wang, Ji-Gang Bao, Qiang Xiong*, Xiantong Zhen*, Jun Xu*
    Computer Vision and Image Understanding, accept, 2025.
    [Paper] [Github]


    ACformer: A Unified Transformer for Arbitrary-Frame Image Exposure Correction
    Chao Li, Yuchen Yang, Qiujia He, Ran Gu, Lei Zhang, Jun Xu*
    Neural Networks, accept, 2025.
    [Paper] [Github]


    Real-World Low-Dose CT Image Denoising by Patch Similarity Purification
    Zeya Song, Liqi Xue, Jun Xu*, Baoping Zhang, Chao Jin, Jian Yang, Changliang Zou
    IEEE Transactions on Image Processing (TIP), accept, 2024.
    [Paper] [Supp] [Github]


    A Simple yet Effective Network based on Vision Transformer for Camouflaged Object and Salient Object Detection
    Chao Hao, Zitong Yu, Xin Liu, Jun Xu, Huanjing Yue, Jingyu Yang
    IEEE Transactions on Image Processing (TIP), accept, 2024.
    [Paper] [Supp] [Github]

    Current Members and Visitors

  • Juncheng Yan, Ph.D. student in Nankai University, 2024-2028, M.Sc. in Nankai University
  • Chao Li, M.Sc. student in Nankai University, 2023-2026, B.Sc. in Nankai University, now intern in Beijing Didi Chuxing Technology Co., Ltd.
  • 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
  • Junhao Long, M.Sc. student in Nankai University, 2024-2027, B.Sc. in Nankai University
  • Zhaolin Zheng, M.Sc. student in Nankai University, 2024-2027, B.Sc. in University of Electronic Science and Technology of China
  • Ao Shen, M.Sc. student in Nankai University (co-supervised with Prof. Shiwang Ma), 2024-2027, B.Sc. in Nankai University
  • Chenwei Gong, M.Sc. student in Nankai University, 2024-2026, B.Sc. in Nankai University
  • Xingyu Hao, M.Sc. student in Nankai University, 2024-2026, B.Sc. in Northeast University
  • Fengrun Guo, M.Sc. student in Nankai University, 2024-2026, B.Sc. in Shandong University

    • Graduated Members and Long-term Visitors (with first work after graduation)

  • Shaocong Zheng, M.Sc. in Nankai University, 2021-2023, B.Sc. in Taiyuan University of Technology, now China Minsheng Bank Corp. (Beijing)
  • Xiaotao Hu, M.Sc. in Nankai University (co-supervised with Prof. Ming-Ming Cheng), 2021-2024, B.Sc. in Dalian University of Technology, now Ph.D student of Prof. Ping Tan in HKUST
  • Yuxuan Shi, M.Sc. in Nankai University, 2021-2024, B.Sc. in Wuhan University, now AI engineer in Research Institute of United Imaging Intelligence, Beijing.
  • Yan Gao, Part-time M.Sc. in Nankai University, 2022-2024, B.Sc. in Beijing Jiaotong University
  • Yue Yang, Part-time M.Sc. in Nankai University, 2022-2024, B.Sc. in Northwest University
  • Yuchen Yang, M.Sc. in Nankai University, 2022-2025, B.Sc. in Nankai University, now Ph.D. student in Westlake University
  • Tianyi Xu, M.Sc. in Nankai University, 2022-2025, B.Sc. in Sichuan University
  • Zeya Song, M.Sc. in Nankai University (co-supervised with Prof. Changliang Zou), 2022-2025, B.Sc. in Beijing University of Technology, now work in Institute 706, The Second Academy China Aerospace Science & Industry Corp., Beijing
  • Yijie Zhou, M.Sc. in Nankai University, 2023-2025, B.Sc. in Beijing Normal University, now work in Tencent
  • Fengwei Yang, M.Sc. in Nankai University (co-supervised with Prof. Hui Lei), 2023-2025, B.Sc. in Beijing University of Technology, now work in China National Pharmaceutical Group Corporation, Beijing
  • Qiujia He, M.Sc. in Nankai University(co-supervised with Prof. Lei Yu), 2023-2025, B.Sc. in Nankai University, now work in Postal Savings Bank of China (Head Office), Tianjin
  • Wei Si, M.Sc. in Nankai University, 2023-2025, B.Sc. in Shandong University, now work in ICBC (Head Office), Tianjin
  • Shiji Ao, M.Sc. in Nankai University, 2023-2025, B.Sc. in Tianjin University, now work in Agricultural Bank of China (Head Office), Beijing
  • Zhiyi Cui, M.Sc. in Nankai University (co-supervised with Prof. Long Feng), 2023-2025, B.Sc. in Shandong University, now work in Liaoning Provincial Bureau of Statistics, Shenyang

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