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
Current Research Interests
Work Experience
Education
Recently accepted
Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation
Yuchen Yang, Yingdong Shi, Cheems Wang, Xiantong Zhen, Yuxuan Shi, Jun Xu*
ICML, 2024.
[Paper]
[Github]
Task-Aware Dynamic Transformer for Efficient Arbitrary-Scale Image Super-Resolution
Tianyi Xu, Yijie Zhou, Xiaotao Hu, Kai Zhang, Anran Zhang, Xingye Qiu, Jun Xu*
ECAI, 2024.
[Paper]
[Github]
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]
Transferring Adult-like Phase Images for Robust Multi-view Isointense Infant Brain Segmentation
Huabing Liu, Jiawei Huang, Dengqiang Jia, Qian Wang, Jun Xu, Dinggang Shen
IEEE Transactions on Medical Imaging , accept, 2024.
[Paper]
[Supp]
[Arxiv]
[Github]
Current Members
Juncheng Yan, Ph.D. student in Nankai University, 2024-2028, M.Sc. in Nankai University
Yuchen Yang, M.Sc. student in Nankai University, 2022-2025, B.Sc. in Nankai University, now visiting Westlake University
Tianyi Xu, M.Sc. student in Nankai University, 2022-2025, B.Sc. in Sichuan 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
Yijie Zhou, M.Sc. student in Nankai University, 2023-2025, B.Sc. in Beijing Normal University, now intern in Lenovo Research, Tianjin
Fengwei Yang, M.Sc. student in Nankai University (co-supervised with Prof. Hui Lei), 2023-2025, B.Sc. in Beijing University of Technology, now intern in CSSC, Beijing
Qiujia He, M.Sc. student in Nankai University(co-supervised with Prof. Lei Yu), 2023-2025, B.Sc. in Nankai University, now intern in CSSC, Beijing
Wei Si, M.Sc. student in Nankai University, 2023-2025, B.Sc. in Shandong University, now intern in CSSC, Beijing
Shiji Ao, M.Sc. student in Nankai University, 2023-2025, B.Sc. in Tianjin University, now intern in Meituan, Beijing
Zhiyi Cui, M.Sc. student in Nankai University (co-supervised with Prof. Long Feng), 2023-2025, B.Sc. in Shandong University, now intern in CSSC, Beijing
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
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 (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
All things are difficult before they are easy.
— Thomas Fuller
Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation
Yuchen Yang, Yingdong Shi, Cheems Wang, Xiantong Zhen, Yuxuan Shi, Jun Xu* ICML, 2024.
[Paper] [Github]
Yuchen Yang, Yingdong Shi, Cheems Wang, Xiantong Zhen, Yuxuan Shi, Jun Xu* ICML, 2024.
[Paper] [Github]
Task-Aware Dynamic Transformer for Efficient Arbitrary-Scale Image Super-Resolution
Tianyi Xu, Yijie Zhou, Xiaotao Hu, Kai Zhang, Anran Zhang, Xingye Qiu, Jun Xu* ECAI, 2024.
[Paper] [Github]
Tianyi Xu, Yijie Zhou, Xiaotao Hu, Kai Zhang, Anran Zhang, Xingye Qiu, Jun Xu* ECAI, 2024.
[Paper] [Github]
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]
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]
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]
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]
Xiangxi Meng, Kaicong Sun, Jun Xu, Xuming He, Dinggang Shen IEEE Transactions on Medical Imaging , accept, 2024.
[Paper] [Supp] [Arxiv] [Github]
Transferring Adult-like Phase Images for Robust Multi-view Isointense Infant Brain Segmentation
Huabing Liu, Jiawei Huang, Dengqiang Jia, Qian Wang, Jun Xu, Dinggang Shen IEEE Transactions on Medical Imaging , accept, 2024.
[Paper] [Supp] [Arxiv] [Github]
Huabing Liu, Jiawei Huang, Dengqiang Jia, Qian Wang, Jun Xu, Dinggang Shen IEEE Transactions on Medical Imaging , accept, 2024.
[Paper] [Supp] [Arxiv] [Github]
Current Members
Juncheng Yan, Ph.D. student in Nankai University, 2024-2028, M.Sc. in Nankai University
Yuchen Yang, M.Sc. student in Nankai University, 2022-2025, B.Sc. in Nankai University, now visiting Westlake University
Tianyi Xu, M.Sc. student in Nankai University, 2022-2025, B.Sc. in Sichuan 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
Yijie Zhou, M.Sc. student in Nankai University, 2023-2025, B.Sc. in Beijing Normal University, now intern in Lenovo Research, Tianjin
Fengwei Yang, M.Sc. student in Nankai University (co-supervised with Prof. Hui Lei), 2023-2025, B.Sc. in Beijing University of Technology, now intern in CSSC, Beijing
Qiujia He, M.Sc. student in Nankai University(co-supervised with Prof. Lei Yu), 2023-2025, B.Sc. in Nankai University, now intern in CSSC, Beijing
Wei Si, M.Sc. student in Nankai University, 2023-2025, B.Sc. in Shandong University, now intern in CSSC, Beijing
Shiji Ao, M.Sc. student in Nankai University, 2023-2025, B.Sc. in Tianjin University, now intern in Meituan, Beijing
Zhiyi Cui, M.Sc. student in Nankai University (co-supervised with Prof. Long Feng), 2023-2025, B.Sc. in Shandong University, now intern in CSSC, Beijing
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
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 (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
All things are difficult before they are easy.
— Thomas Fuller
Graduated Members (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
All things are difficult before they are easy.
— Thomas Fuller
All things are difficult before they are easy.
— Thomas Fuller