Qianfeng Yang (杨千凤)

 M.S. Student

 School of Information Science and Engineering
 Dalian Polytechnic University, China

 Email: [email protected]
[Github]

 Biography

I am currently a 3rd-year Master's student at the School of Information Science and Engineering, Dalian Polytechnic University, under the supervision of Prof. Jiyu Jin. My research focuses on low-level image restoration within computer vision. I am also a Co-founder of Low-Level CV, an information platform dedicated to low-level computer vision. If you are interested in my research, please feel free to contact me.

 News

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

 

Rethinking Rainy 3D Scene Reconstruction via Perspective Transforming and Brightness Tuning

Qianfeng Yang^, Xiang Chen^, Pengpeng Li, Qiyuan Guan, Guiyue Jin, Jiyu Jin*
AAAI Conference on Artificial Intelligence (AAAI), 2026.
[Paper] [Code]

 

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] [Code]

 

SmokeBench: A Real-World Dataset for Surveillance Image Desmoking in Early-Stage Fire Scenes

Wenzhuo Jin^, Qianfeng Yang^, Xianhao Wu^, Hongming Chen, Pengpeng Li, Xiang Chen*
ACM International Conference on Multimedia (ACM MM), 2025 (Datasets Track).
[Paper] [Code]

 

Textual-Visual Interaction for Enhanced Single Image Deraining using Adapter-Tuned VLMs

Qianfeng Yang^, Pengpeng Li, Jiyu Jin*, Guiyue Jin, Tianyu Song, Shumin Fan, Hao Hou
The Visual Computer (TVC).
[Paper] [Code]

 Talks

 Professional Services

Journal Reviewer:

  • Jordanian Journal of Computers and Information Technology (JJCIT)

Conference Reviewer:

  • IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2026)
  • AAAI Conference on Artificial Intelligence (AAAI 2026)
  • 2025 International Joint Conference on Neural Networks (lJCNN 2025)

 Collaborators