Hongyuan Wang

Hongyuan Wang

Beijing Institute of Technology

Hi! My name is Hongyuan Wang (王鸿远). I’m a third-year M.S. student from the School of Computer Science, Beijing Institute of Technology. I received my bachelor’s degree from the same school. I’m interested in computational photography, low-level vision, generative models, and deep learning.

🔥 News

  • 2025.02:  🎉🎉 One paper accepted by CVPR 2025.
  • 2025.02:   I serve as a reviewer for ACM MM 2025.
  • 2024.11:  🎉🎉 I am awarded the National Scholarship.
  • 2024.09:   I serve as a reviewer for ICLR 2025.
  • 2024.07:  🎉🎉 One paper accepted by ECCV 2024.
  • 2024.03:   I serve as a reviewer for ACM MM 2024.
  • 2024.01:  🎉🎉 Our HySAT++ wins ICASSP SP Grand Challenge on Hyperspectral Skin Vision!
  • 2023.08:  🎉🎉 One paper accepted by ACM MM 2023.

📝 Publications

ECCV 2024
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Learning Exhaustive Correlation for Spectral Super-Resolution: Where Spatial-Spectral Attention Meets Linear Dependence

Hongyuan Wang, Lizhi Wang, Jiang Xu, Chang Chen, Xue Hu, Fenglong Song, Youliang Yan

  • Our method can model unified spatial-spectral correlation, local and non-local correlation, and low-rank and full-rank correlation, thus modeling exhaustive correlation within hyperspectral images.
ICASSP 2024
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HySAT++: Hybrid Spectral-wise Attention Transformer for Skin Spectral Reconstruction

Yuchen Wang*, Hongyuan Wang*, Jiang Xu, Chang Chen, Xue Hu, Fenglong Song, Lizhi Wang

Project

  • Our method wins the challenge with a significant advantage.
ACM MM 2023
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Learning Spectral-wise Correlation for Spectral Super-Resolution: Where Similarity Meets Particularity

Hongyuan Wang, Lizhi Wang, Chang Chen, Xue Hu, Fenglong Song, Hua Huang

Project

  • Our method can better model spectral-wise correlation compared to existing Transformer-based method.

🎖 Honors and Awards

  • 2024.11 National Scholarship.
  • 2024.10 Outstanding Student of Beijing Institute of Technology.
  • 2024.10 M.S. Student Grand Prize Scholarship.
  • 2024.01 First Place Winner of ICASSP SP Grand Challenge on Hyperspectral Skin Vision.
  • 2023.10 M.S. Student Grand Prize Scholarship.
  • 2022.10 M.S. New Student First Prize Scholarship.

📖 Educations

  • 2022.09 - Now, School of Computer Science, Beijing Institute of Technology.
  • 2018.09 - 2022.06, School of Computer Science, Beijing Institute of Technology.

💻 Internships & Projects

  • 2021.11 - 2022.05, Baidu, Vision Department.
  • 2023.01 - 2024.01, Huawei, Noah’s Ark Lab.
  • 2025.02 - Now, DJI, Photography Team.