Yihong Leng

Yihong Leng

Xidian University

👋 About Me

I am a Ph.D. candidate at Xidian University.

🔍Research Topics

  • Low-Level Version: image restoration, image deblur, event-based image deblur, etc
  • Computational photography: CASSI, etc
  • Remote Sensing Image Processing: Hyperspectral/Multimodal Remote Sensing, etc
  • Computer Vision: Spectral Reconstruction/Fusion/Object Detection/Mamba/Transformer, etc.

🔥 News

  • [2025.12] One paper is accepted by TGRS! We will release the code soon!
  • [2025.8] Win the World Second Place in MIPI 2025 Challenge on Deblurring for Hybrid EVS Camera! ICCV2025-MIPI去模糊挑战赛世界第二
  • [2025.1] One paper is accepted by TNNLs (UnSSR)!
  • [2023.4] One paper is accepted by TGRS (MFormer)!
  • [2022.10] Win the World Third Place in CVPR NTIRE Spectral Reconstruction Track! 光谱重建竞赛世界第三
  • [2019.10] Win National Scholarship for Undergraduate Student! 本科生国家奖学金

📝 Publications

Event-based Image Deblurring

ICCV 2025
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MIPI 2025 Challenge on Deblurring for Hybrid EVS Camera

Yihong Leng, Siming Zheng, Peng-Tao Jiang, Linxiao Shi, Jinwei Chen, Bo Li, Jiaojiao Li

[Paper][MotionDissolve]

Arxiv 2025
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RED: Robust Event-Guided Motion Deblurring with Modality-Specific Disentangled Representation

Yihong Leng, Siming Zheng, Jinwei Chen, Bo Li, Jiaojiao Li, Peng-Tao Jiang

[Paper][[RED]]

Label-efficient Spectral Reconstruction

Arxiv 2025
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From Image-to Pixel-level: Label-efficient Hyperspectral Image Reconstruction

Yihong Leng, Jiaojiao Li, Haitao Xu, Rui Song

[Paper][PointSSR]

Semi-supervised Spectral Reconstruction

TGRS 2026
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Towards Open-World Spectral Super-Resolution with Solution and Frequency Decomposition

Yihong Leng, Jiaojiao Li, Rui Song, Haitao Xu, Yunsong Li, Qian Du

Unsupervised Spectral Reconstruction

TNNLs 2025
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Uncertainty-Guided Discriminative Priors Mining for Flexible Unsupervised Spectral Reconstruction Yihong Leng, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du

[Paper][UnSSR]

TGRS 2023
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MFormer: Taming masked transformer for unsupervised spectral reconstruction

Jiaojiao Li, Yihong Leng, Rui Song, Wei Liu, Yunsong Li, Qian Du

[Paper][MFormer]

Spectral Reconstruction

CVPR 2022
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Drcr net: Dense residual channel re-calibration network with non-local purification for spectral super resolution Jiaojiao Li, Songcheng Du, Chaoxiong Wu, Yihong Leng, Rui Song, Yunsong Li

[Paper][DRCR]

🎖 Honors and Awards

  • 2025, supported by the Fundamental Research Funds for the Central Universities and the Innovation Fund of Xidian University | 中央高校基本科研业务费专项资金资助和西安电子科技大学研究生创新基金资助
  • 2025, First Class Postgraduate Scholarship, Xidian University | 西安电子科技大学一等学业奖学金
  • 2024, First Class Postgraduate Scholarship, Xidian University | 西安电子科技大学一等学业奖学金
  • 2023, Second Class Postgraduate Scholarship, Xidian University | 西安电子科技大学二等学业奖学金
  • 2019, National Scholarship for Undergraduate Student | 本科生国家奖学金

📖 Educations