Rethinking Image Restoration for Object Detection. - Shangquan Sun; Wenqi Ren; Tao Wang; Xiaochun Cao (NeurIPS, 2022)

Event-Aware Video Deraining via Multi-Patch Progressive Learning. - Shangquan Sun; Wenqi Ren; Jingzhi Li 002; Kaihao Zhang; Meiyu Liang; Xiaochun Cao (IEEE Trans. Image Process., 2023)

Logit Standardization in Knowledge Distillation. - Shangquan Sun; Wenqi Ren; Jingzhi Li 002; Rui Wang 032; Xiaochun Cao (CVPR, 2024)

Restoring Images in Adverse Weather Conditions via Histogram Transformer. - Shangquan Sun; Wenqi Ren; Xinwei Gao; Rui Wang 032; Xiaochun Cao (ECCV (22), 2024)

EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models. - Shangquan Sun; Wenqi Ren; Zikun Liu; Hyunhee Park; Rui Wang 032; Xiaochun Cao (NeurIPS, 2024)

DI-Retinex: Digital-Imaging Retinex Theory for Low-Light Image Enhancement. - Shangquan Sun; Wenqi Ren; Jingyang Peng; Fenglong Song; Xiaochun Cao (CoRR, 2024)

A Hybrid Transformer-Mamba Network for Single Image Deraining. - Shangquan Sun; Wenqi Ren; Juxiang Zhou; Jianhou Gan; Rui Wang 032; Xiaochun Cao (CoRR, 2024)

RRODT. - Shangquan Sun (IEEE DataPort, 2024)

Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining. - Shangquan Sun; Wenqi Ren; Juxiang Zhou; Shu Wang; Jianhou Gan; Xiaochun Cao (CVPR, 2025)