I’m Shengqi Xu (许晟旗), a first-year Ph.D at Fudan Vision and Learning Laboratory, Fudan University (FDU), under the supervision of Prof. Zuxuan Wu. Prior to this, I received the Master’s degree from Huazhong University of Science and Technology (HUST), supervised by Prof. Luxin Yan. I was fortunate to be mentored by Prof. Wangmeng Zuo. My current research focuses on Embodied AI and Vision Language Models. My previous research focuses on Imaging through Atmospheric Turbulence.
🔥 News
- 2026.01: 🎉Our work for reasoning-based personalized image preference assessment has been accepted by ICLR’26!
- 2024.07: 🎉Our work for long-range turbulence mitigation with a large-scale benchmark has been accepted by ECCV’24!
- 2024.06: 🎉We have won 1st place in the track ‘Atmospheric Turbulence Mitigation’ in the CVPR’24 7th UG2+ Challenge!
- 2023.06: 🎉We have won 1st place in the track ‘Atmospheric Turbulence Mitigation’ in the CVPR’23 6th UG2+ Challenge!
📝 Selected Publications
PreferThinker: Reasoning-based Personalized Image Preference Assessment
Shengqi Xu, Xinpeng Zhou, Yabo Zhang, Ming Liu, Tao Liang, Tianyu Zhang, Yalong Bai, Zuxuan Wu, Wangmeng Zuo*
arXiv / Project / Dataset / Code
International Conference on Learning Representations ( ICLR ), 2026.
Long-range Turbulence Mitigation: A Large-scale Dataset and A Coarse-to-fine Framework
Shengqi Xu, Run Sun, Yi Chang*, Shuning Cao, Xueyao Xiao, Luxin Yan
arXiv / Project / Dataset / Code
European Conference on Computer Vision ( ECCV ), 2024.
Shengqi Xu, Xueyao Xiao, Shuning Cao, Yi Chang*, Luxin Yan
6th CVPRW UG2+ Challenge, 2023.
First Place in the Track of Text Recognition through Turbulence
Shengqi Xu, Shuning Cao, Haoyue Liu, Xueyao Xiao, Yi Chang*, Luxin Yan
6th CVPRW UG2+ Challenge, 2023.
First Place in the Track of Code Recognition through Turbulence
🎖 Honors and Awards
- 2025.04 Outstanding Graduates of HUST.
- 2024.10 National Scholarship (Highest Honor: Top 2% Nationwide).
- 2024.06 First Place of the track ‘Atmospheric Turbulence Mitigation’ in the CVPR 2024 UG2+ Challenge.
- 2023.06 First Place of the track ‘Atmospheric Turbulence Mitigation’ in the CVPR 2023 UG2+ Challenge.
- 2023.10 Outstanding Student Paper Award at the 6th Conference on Atmospheric and Adaptive Optics.
- 2020.04 First Prize of the Asia and Pacific Mathematical Contest in Modeling.
- 2020.04 First Prize of Chinese Mathematics Competition.
📖 Educations
- 2025.09 - Now,
Fudan University, China. Ph.D. Candidate - 2022.09 - 2025.06,
Huazhong University of Science and Technology, China.
Master of Engineering - 2018.09 - 2022.06,
Zhengzhou University, China.
Bachelor of Engineering
Ranking: 4/88
💬 Professional Service
Journal Reviewer
- IEEE Transactions on Computational Imaging (TCI)
- IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT)
Conference Reviewer
- CVPR 24
- ECCV 24
- ACMMM 24