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  Yanchen Dong (董彦辰)


Ph.D. Candidate,
National Engineering Research Center of Visual Technology, School of Computer Science, Peking University.

No.5 Yiheyuan Road,
Haidian District, Beijing,
Room 2728, Science Building #2, Peking University.

Email: yanchendong@stu.pku.edu.cn

WeChat: swocky

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News

[2025.10] I obtain Peking University's highest annual scholarship, May 4th Scholarship.

[2025.07] One first-authored paper is accepted by IEEE TIP.

[2025.02] One first-authored paper is accepted by CVPR 2025.

[2024.12] One first-authored paper is accepted by IEEE TCI.

[2024.11] I obtain the National Scholarship for Doctoral Students of Peking University.

[2024.04] One first-authored paper is accepted by IEEE TIP.

[2024.02] One first-authored paper is accepted by CVPR 2024.

[2023.12] One first-authored paper is accepted by AAAI 2024.

[2023.01] One first-authored paper is accepted by ISCAS 2023.

[2022.08] One first-authored paper is accepted by VCIP 2022.

[2022.06] One first-authored paper is accepted by ICIP 2022.
Breif Bio
I received a B.Eng. degree in computer science and technology from Harbin Institute of Technology, Harbin, China, in 2021. I'm currently pursuing a Ph.D. degree under the supervision of Prof. Ruiqin Xiong at Peking University, working in Prof. Tiejun Huang’s group. I anticipate graduating in July 2026. My research interests include computer vision, computational photography and image restoration.
Education

Peking University.
2021.09 - present, Ph.D., Computer Application Technology.

Harbin Institute of Technology.
2017.08 - 2021.06, B.Eng., Computer Science and Technology.

 

Experience

Tencent.
2020.07 - 2020.09, Internship, Test Development Engineer.

 

Publications
[J3] Color Spike Camera Reconstruction via Long Short-Term Temporal Aggregation of Spike Signals
Yanchen Dong, Ruiqin Xiong, Jing Zhao, Xiaopeng Fan, Xinfeng Zhang and Tiejun Huang
IEEE Transactions on Image Processing (TIP) 2025
[pdf]
[C6] Self-Supervised Learning for Color Spike Camera Reconstruction
Yanchen Dong, Ruiqin Xiong, Xiaopeng Fan, Zhaofei Yu, Yonghong Tian and Tiejun Huang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025
[pdf][supp][codes]
[J2] Dynamic Scene Reconstruction for Color Spike Camera via Zero-Shot Learning
Yanchen Dong, Ruiqin Xiong, Xiaopeng Fan, Shuyuan Zhu, Jin Wang and Tiejun Huang
IEEE Transactions on Computational Imaging (TCI) 2025
[pdf][codes]
[J1] Learning a Deep Demosaicing Network for Spike Camera with Color Filter Array
Yanchen Dong, Ruiqin Xiong, Jing Zhao, Jian Zhang, Xiaopeng Fan, Shuyuan Zhu and Tiejun Huang
IEEE Transactions on Image Processing (TIP) 2024
[pdf][data]
[C5] Super-Resolution Reconstruction from Bayer-Pattern Spike Streams
Yanchen Dong, Ruiqin Xiong, Jian Zhang, Zhaofei Yu, Xiaopeng Fan, Shuyuan Zhu and Tiejun Huang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024
[pdf][supp][codes]
[C4] Joint Demosaicing and Denoising for Spike Camera
Yanchen Dong, Ruiqin Xiong, Jing Zhao, Jian Zhang, Xiaopeng Fan, Shuyuan Zhu and Tiejun Huang
AAAI Conference on Artificial Intelligence (AAAI) 2024
[pdf][codes]
[C3] Optimization-Inspired Deep Network for Image Restoration from Partial Random Samples
Yanchen Dong, Rui Zhao, Ruiqin Xiong, Shuyuan Zhu, Xiaopeng Fan and Tiejun Huang
IEEE International Symposium on Circuits and Systems (ISCAS) 2023
[pdf]
[C2] High-Speed Scene Reconstruction from Low-Light Spike Streams
Yanchen Dong, Jing Zhao, Ruiqin Xiong and Tiejun Huang.
IEEE International Conference on Visual Communications and Image Processing (VCIP) 2022
[pdf]
[C1] 3D Residual Interpolation for Spike Camera Demosaicing
Yanchen Dong, Jing Zhao, Ruiqin Xiong and Tiejun Huang.
IEEE International Conference on Image Processing (ICIP) 2022
[pdf]

 

Projects
                SpikeCV: An Open-Source Framework for Spike Vision
I work as one of the contributors to the open-source project.
[Website] [Website(CN)] [Openi-Git(CN)] [Github]
Academic Services Honors Teaching and Talk

© 2025 Yanchen Dong. Thanks to Rui Zhao for the template.