I am currently a first-year Ph.D. student at City University of HongKong, supervised by Prof. Rynson.W.H.Lau and Prof. Gerhard Hancke. Previously, I received my Master degree in Tongji VILL Lab in 2024, supervised by Prof. Cairong Zhao, and my Bachelor degree in Dalian University of Technology in 2021. I also have a deep academic collaboration with Dr. Xinyang Jiang from Microsoft Research Asia. My research interests are in deep learning and computer vision, with specific interest in low-level vision task, person re-id, 3D reconstruction, etc.

🔥 News

  • 2024.09:  🎉 One paper about low-light NeRF is accepted by NeurIPS 2024.
  • 2024.07:  🎉 One paper about Video Quality Enhancement is accepted by ECCV 2024.
  • 2024.04:   I get my Master Degree at Tongji.
  • 2024.03:  🎉 One paper about Video Super-Resolution is accepted by IEEE TIP 2024.
  • 2023.06:  🎉 One paper about Person-ReID is accepted by IEEE TIP 2023.
  • 2023.03:   I join Microsoft Research Asia as a Machine-learning Intern.
  • 2021.09:   I join Tongji VILL Lab as a Master Candidate.
  • 2021.06:   I get my Bachelor Degree at DLUT.

📝 Publications

NeurIPS 2024
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LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes

Zefan Qu, Ke Xu, Gerhard Petrus Hancke, Rynson W. H. Lau

Project

  • NeRF Reconstruction, Practical Low-Light Scenes, Decomposition
ECCV 2024
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Online Video Quality Enhancement with Spatial-Temporal Look-up Tables

Zefan Qu, Xinyang Jiang, Yifan Yang, Dongsheng Li, Cairong Zhao

Project

  • Video Quality Enhancement, Look-up Table, Light-weight
TIP 2024
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Online streaming video super-resolution with convolutional look-up table

Guanghao Yin, Zefan Qu, Xinyang Jiang, Shan Jiang, Zhenhua Han, Ningxin Zheng, Huan Yang, Xiaohong Liu, Yuqing Yang, Dongsheng Li, Lili Qiu Project

  • Video Super Resolution, Look-up Table, Temporal Fusion
TIP 2023
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Content-adaptive auto-occlusion network for occluded person re-identification

Cairong Zhao, Zefan Qu, Xinyang Jiang, Yuanpeng Tu, Xiang Bai Project

  • Occluded Person ReID, Auto Data Augmentation, Reinforcement Learning

🎖 Honors and Awards

  • 2024.04 Tongji University Outstanding Graduates.
  • 2023.09 Tongji University Outstanding Master’s Scholarship.
  • 2021.06 DLUT Outstanding Graduates.

📖 Educations

  • 2021.09 - 2024.04, Tongji University, Computer Science and Technology.
  • 2017.09 - 2021.06, Dalian University of Technology, Software Engineering.

💻 Internships