👋 Biography

I am Yilin Chen (陈逸霖), a Master’s student in Computer Science and Technology at Shanghai Normal University (SHNU), under the supervision of Prof. Xiao Lin. My research focuses on low-quality image enhancement, image restoration under adverse weather conditions and feed-forward scene reconstruction. If you’re interested in my research, feel free to reach out. I’d be happy to discuss questions, suggestions, or potential collaborations.

Email: chenyilin0126@gmail.com / chenyilin0126@126.com

🔥 News

  • 2026.5: One paper is accepted by Journal of Visual Communication and Image Representation.
  • 2026.2: One paper is accepted by Pattern Recognition.
  • 2025.12: One co-author paper is accepted by Displays.
  • 2025.10: One paper is accepted by Pattern Recognition.

📝 Publications

(^Co-first author; *Corresponding author)

JVCI 2026
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FDRM-Net: A Mamba structure for single image deraining with frequency guidance

Yilin Chen^, Wei Huang^, Xiao Lin*, Lizhuang Ma, Ping Li

Journal of Visual Communication and Image Representation (JVCI), 2026 [CCF C]

[Paper]

PR 2026
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DeRestormer: Revisit versatile image restoration via deformable attention mechanism

Xiao Lin^, Yilin Chen^, Wei Huang, Qizhe Yang, Jingyu Gong*

Pattern Recognition (PR), 2026 [CCF B]

[Paper] [Code]

Displays 2025
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Perceptually robust super-resolution through global feature awareness

Long Qian, Yilin Chen, Yuxuan Hong, Lizhuang Ma, Xiao Lin*

Displays, 2025.

[Paper]

PR 2025
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Multiple weather degraded image restoration based on multi-component decomposition

Xiao Lin^, Yilin Chen^, Duojiu Xu, Qizhe Yang*, Yan Li, Wei Huang, Ping Li

Pattern Recognition (PR), 2025 [CCF B]

[Paper]

🎖 Selected Honors and Awards

2023.09-now (Shanghai Normal University):

  • National Scholarship (The highest national wide scholarship for students in China)
  • First Prize of “HUAWEI Cup” The 21st China Post-Graduate Mathematical Contest in Modeling
  • Shanghai City Silver Prize of the China International College Students’ Innovation Competition
  • Outstanding Graduates of Shanghai

2019.09-2023.06 (Nanjing Institute of Technology):

  • National Scholarship (The highest national wide scholarship for students in China)
  • Scholarship of China Telecom, Fei Young Award (中国电信奖学金·飞Young奖)
  • Outstanding Graduates of Jiangsu Province
  • Outstanding Student Leader of Jiangsu Province
  • Top Ten Outstanding Student Role Models of Nanjing Institute of Technology (The highest honor for students in NJIT)

📖 Educations

  • 2023.09-now: Computer Science and Technology, Shanghai Normal University (SHNU).
  • 2019.09-2023.06: Computer Science and Technology, Nanjing Institute of Technology (NJIT).