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