Qiyuan Guan (关淇沅) M.S. Student School of Information Science and Engineering Dalian Polytechnic University Email: csguanqiyuan@163.com, qyuanguan@gmail.com [Google Scholar] [Github]

Biography

I am currently a 2nd-year Master's student at the School of Information Science and Engineering, Dalian Polytechnic University, under the supervision of Prof. Jiyu Jin. My research interests lie in computer vision, with a primary focus on low-level image restoration. If you are interested in my research, please feel free to contact me.

News

• [07/2025] One paper is accepted by ACM MM 2025.
• [06/2025] One co-author paper is accepted by JVCIR.
• [04/2025] Achieve 2nd place in the NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images.
• [03/2025] I am invited to be a reviewer for IJCNN 2025.

Selected Publications [Full List] (^Co-first author; *Corresponding author)

	WeatherBench: A Real-World Benchmark Dataset for All-in-One Adverse Weather Image Restoration Qiyuan Guan^, Qianfeng Yang^, Xiang Chen^, Tianyu Song, Guiyue Jin*, Jiyu Jin ACM International Conference on Multimedia (ACM MM), 2025 (Datasets Track). [Paper] [Project]
	Degradation removal and detail restoration decomposition network for single image deraining Jiyu Jin*, Xuanyu Qi, Haobo Dong, Qiyuan Guan, Guiyue Jin*, Lei Fan Journal of Visual Communication and Image Representation (JVCIR), 2025. [Paper]
	NTIRE2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2025. [Paper]

Competition Awards

• The 2nd Award of CVPR 2025 NTIRE Challenge on Day and Night Raindrop Removal for Dual-Focused Images

Professional Services

Conference Reviewer:

• 2025 International Joint Conference on Neural Networks (lJCNN 2025)

Collaborators

Xiang Chen   Qianfeng Yang