Yi Xiao 肖屹

Tenure-track Professor

📩 yixiao@zzu.edu.cn; xy574475@gmail.com

Zhengzhou University | 郑州大学
 School of Computer and Artificial Intelligence | 计算机与人工智能学院

 Google Scholar GitHub ResearchGate 中文主页

✒️ 真正的成功只有一个，就是用自己喜欢的方式度过一生。

Biography

肖屹，博士，江西吉安人，郑州大学特聘教授。本科毕业于中国地质大学（武汉）数学系，并获华中科技大学计算机双学位，硕、博均毕业于武汉大学，师从袁强强与张良培教授。研究方向为视频图像处理与计算机视觉，侧重视觉增强、多模融合、遥感信息处理。在IEEE系列汇刊/中科院1区/CCF-A类会议发表论文30余篇，含ESI热点论文4篇，ESI高被引论文10篇，谷歌学术被引3700余次。主持首批国自然博士生项目，并获国自然青C项目延续资助，入选国家博士后创新人才支持计划、河南省中原青年拔尖人才、首批中国科协青年人才托举工程博士专项、2025年斯坦福全球前2%顶尖科学家。

Yi Xiao is currently a tenure-track professor at Zhengzhou University, working with Prof. Mingliang Xu (徐明亮). Before that, he received his Ph.D. and M.S. degree from Wuhan University, under the supervision of Prof. Qiangqiang Yuan (袁强强) and Liangpei Zhang (张良培). He received his B.S. degree from China University of Geoscience and Huazhong University of Science and Technology. His research interests include image/video processing and computer vision, mainly focusing on low-level vision tasks.

News

2025.10: One paper has been accepted by ESWA. Congratulations to Xianpeng Zhang.
2025.09: I was named World's Top 2% Scientists in 2025.
2025.09: Our paper SpikeSR has been accepted by NeurIPS 2025.

Experience

2025.09~now Tenure-track Professor in Zhengzhou University, School of Computer and Artificial Intelligence
2022.09~2025.06 Ph.D. in Wuhan University, School of Geodesy and Geomatics
2020.09~2022.06 M.S. in Wuhan University, School of Geodesy and Geomatics
2018.09~2020.06 B.E. in Huazhong University of Science and Technology, School of Computer Science and Technology
2016.09~2020.06 B.S. in China University of Geoscience (Wuhan), School of Mathematics and Physics

Selected Publications [ Citation: ]

✝ Equal Contribution * Corresponsing Author

	Spiking meets attention: Efficient remote sensing image super-resolution with attention spiking neural networks Yi Xiao, Qiangqiang Yuan, Kui Jiang, Weke Huang, Qiang Zhang, Tingting Zheng, Chia-Wen Lin, Liangpei Zhang Advances in Neural Information Processing Systems (NeurIPS), 2025 CCF-A [PDF] [Code]
	From degrade to upgrade: Learning a self-supervised degradation guided adaptive network for blind remote sensing image super-resolution Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Yuan Wang, Liangpei Zhang Information Fusion (INFFUS), 2023 (SCI Q1 TOP) [PDF] [Code] 🔥 ESI Hot Paper
	Multi-axis feature diversity enhancement for remote sensing video super-resolution Yi Xiao, Qiangqiang Yuan, Kui Jiang, Yuzeng Chen, Shiqi Wang, Chia-Wen Lin IEEE Transactions on Image Processing (IEEE TIP), 2025 CCF-A [PDF] [Code] 🔥 ESI Hot Paper
	TTST: A top-k token selective transformer for remote sensing image super-resolution Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Chia-Wen Lin, Liangpei Zhang IEEE Transactions on Image Processing (IEEE TIP), 2024 CCF-A [PDF] [Code] 🔥 ESI Hot Paper
	Frequency-assisted mamba for remote sensing image super-resolution Yi Xiao, Qiangqiang Yuan, Kui Jiang, Yuzeng Chen, Qiang Zhang, Chia-Wen Lin IEEE Transactions on Multimedia (IEEE TMM), 2025 CCF-A [PDF] [Code] 🔥 ESI Hot Paper
	Local-global temporal difference learning for satellite video super-resolution Yi Xiao, Qiangqiang Yuan, Kui Jiang, Xianyu Jin, Jiang He, Liangpei Zhang, Chia-Wen Lin IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2024 (SCI Q1 TOP, CCF-B) [PDF] [Code] 🏆 ESI Highly Cited Paper
	EDiffSR: An efficient diffusion probabilistic model for remote sensing image super-resolution Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Xianyu Jin, Liangpei Zhang IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2024 (SCI Q1 TOP, CCF-B) [PDF] [Code] 🏆 ESI Highly Cited Paper
	Deep blind super-resolution for satellite video Yi Xiao, Qiangqiang Yuan, Qiang Zhang, Liangpei Zhang IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2023 (SCI Q1 TOP, CCF-B) [PDF] [Code] 🏆 ESI Highly Cited Paper
	Satellite video super-resolution via multiscale deformable convolution alignment and temporal grouping projection Yi Xiao, Xin Su, Qiangqiang Yuan, Denghong Liu, Huanfeng Shen, Liangpei Zhang IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 (SCI Q1 TOP, CCF-B) [PDF] [Code] 🏆 ESI Highly Cited Paper
	Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer Yi Xiao, Qiangqiang Yuan, Jiang He, Qiang Zhang, Jing Sun, Xin Su, Jialian Wu, Liangpei Zhang International Journal of Applied Earth Observation and Geoinformation (JAG), 2022 (SCI Q1 TOP) [PDF] [Code] 🏆 ESI Highly Cited Paper
	Image enhancement via associated perturbation removal and texture reconstruction learning Kui Jiang, Ruoxi Wang, Yi Xiao, Junjun Jiang, Xin Xu, Tao Lu IEEE/CAA Journal of Automatica Sinica (IEEE JAS), 2024 (SCI Q1 TOP) [Code]
	Rep-Mamba: Re-parameterization in vision mamba for lightweight remote sensing image super-resolution Kui Jiang, Mengru Yang, Yi Xiao, Jianbo Wu, Guangcheng Wang, Xiaocheng Feng, Junjun Jiang IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025 (SCI Q1 TOP, CCF-B) [Code]
	Satellite video single object tracking: A systematic review and an oriented object tracking benchmark Yuzeng Chen, Yuqi Tang, Yi Xiao, Qiangqiang Yuan, Yuwei Zhang, Fengqing Liu, Jiang He, Liangpei Zhang ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS), 2024 (SCI Q1 TOP) [PDF] [Code] 🏆 ESI Highly Cited Paper
	Hyperspectral image denoising: From model-driven, data-driven, to model-data-driven Qiang Zhang, Yaming Zheng, Qiangqiang Yuan, Meiping Song, Haoyang Yu, Yi Xiao IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2023 (SCI Q1 TOP, CCF-B) [PDF] [Dataset] 🏆 ESI Highly Cited Paper
	Spectral super-resolution meets deep learning: Achievements and challenges Jiang He, Qiangqiang Yuan, Jie Li, Yi Xiao, Denghong Liu, Huanfeng Shen, Liangpei Zhang Information Fusion (INFFUS), 2023 (SCI Q1 TOP) [PDF] [Code]

Awards and Honors

2024: Fundamental Research Project for Young Students, NSFC | 首批国自然青年学生基础研究项目（博士研究生） [新闻]
2025: Young Talent Support Program for Doctoral Students, CAST | 首批中国科协青年人才托举工程博士生专项计划
2024: First Prize of Wang Zhizhuo Innovative Talent Scholarship, WHU | 武汉大学“王之卓创新人才奖”一等奖
2023, 2024: First Prize of Graduate Academic Innovation Scholarship, WHU | 武汉大学“研究生学术创新奖”一等奖
2022: National Scholarship for Graduate Student, Ministry of Education | 博士研究生国家奖学金
2024: Pacemaker to Outstanding Graduate Students, WHU | 武汉大学优秀研究生标兵
2017, 2018, 2019: Pacemaker to Outstanding Students, CUG | 中国地质大学（武汉）优秀学生标兵
2017, 2018, 2019: National Encouragement Scholarship, CUG | 国家励志奖学金

Services

Peer Review:

IEEE TPAMI, TIP, TNNLS, TVCG, TGRS, TCSVT, TMM, TCYB, TMI, TOMM, TAI, JSTARS, GRSL, SPL, 中国科学信息科学
Remote Sensing of Environment, ISPRS Journal of Photogrammetry and Remote Sensing, Neural Networks, Pattern Recognition, ...

Invited Talks

2024/05/31: Talk at Student Forum of China Society of Image and Graphics [CSIG学生会员分享论坛·遥感影像超分辨率重建]