I am currently pursuing a Master’s degree in the Computer Vision Lab led by Prof. Jufeng Yang at Nankai University, where I also completed my undergraduate studies in the Department of Software Engineering.

My research interests focus on image restoration, with particular attention to flicker removal, lens flare removal and deblurring.

🔥 News

2025.10: We win the third place in the AIM 2025 Challenge on Robust Offline Video Super-Resolution.
2025.09: 🎉🎉 2 paper are accepted to NeurIPS 2025.
2025.08: We win the third place in the MIPI 2025 Challenge for Aberration Correction in Mobile Cameras.
2025.04: 🎉🎉 1 paper is accepted to CVPR 2025 highlight.
2024.07: 🎉🎉 1 paper is accepted to ECCV 2024.

📝 Publications

NeurIPS 2025

BurstDeflicker: A Benchmark Dataset for Flicker Removal in Dynamic Scenes

Lishen Qu, Zhihao Liu, Shihao Zhou, Yaqi Luo, Jie Liang, Hui Zeng, Lei Zhang, Jufeng Yang

Project Code PDF

NeurIPS 2025

FlareX: A Physics-Informed Dataset for Lens Flare Removal via 2D Synthesis and 3D Rendering

Lishen Qu, Zhihao Liu, Jinshan Pan, Shihao Zhou, Jinglei Shi, Duosheng Chen, Jufeng Yang

Project Code PDF

CVPR 2025 Highlight

A Polarization-aided Transformer for Image Deblurring via Motion Vector Decomposition

Duosheng Chen, Shihao Zhou, Jinshan Pan, Jinglei Shi, Lishen Qu, Jufeng Yang

Project Code PDF

ECCV 2024

Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration

Shihao Zhou, Jinshan Pan, Jinglei Shi, Duosheng Chen, Lishen Qu, Jufeng Yang

Project Code PDF

ICCV Workshop

AIM 2025 Challenge on Robust Offline Video Super-Resolution.

Zhihao Liu, Lishen Qu, Shihao Zhou, Jufeng Yang

ICCV Workshop

MIPI 2025 Challenge for Aberration Correction in Mobile Cameras.

Shihao Zhou, Dayu Li, Juncheng Zhou, Lishen Qu, Jie Liang, Hui Zeng, Jufeng Yang