| 2025 | AAAI | Zero-Shot Low-Light Image Enhancement via Latent Diffusion Models. | Yan Huang, Xiaoshan Liao, Jinxiu Liang, Yuhui Quan, Boxin Shi, Yong Xu |
| 2025 | AAAI | Multi-Focus Image Fusion via Explicit Defocus Blur Modelling. | Yuhui Quan, Xi Wan, Zitao Tang, Jinxiu Liang, Hui Ji |
| 2025 | CVPR | A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts. | Xuyi He, Yuhui Quan, Ruotao Xu, Hui Ji |
| 2025 | CVPR | Zero-Shot Blind-spot Image Denoising via Implicit Neural Sampling. | Yuhui Quan, Tianxiang Zheng, Zhiyuan Ma, Hui Ji |
| 2025 | CVPR | Fingerprinting Denoising Diffusion Probabilistic Models. | Huan Teng, Yuhui Quan, Chengyu Wang, Jun Huang, Hui Ji |
| 2024 | CVPR | Unsupervised Deep Unrolling Networks for Phase Unwrapping. | Zhile Chen, Yuhui Quan, Hui Ji |
| 2023 | AAAI | Unsupervised Deep Learning for Phase Retrieval via Teacher-Student Distillation. | Yuhui Quan, Zhile Chen, Tongyao Pang, Hui Ji |
| 2023 | CVPR | Ground-Truth Free Meta-Learning for Deep Compressive Sampling. | Xinran Qin, Yuhui Quan, Tongyao Pang, Hui Ji |
| 2023 | CVPR | Neumann Network with Recursive Kernels for Single Image Defocus Deblurring. | Yuhui Quan, Zicong Wu, Hui Ji |
| 2023 | ICCV | Diffuse3D: Wide-Angle 3D Photography via Bilateral Diffusion. | Yutao Jiang, Yang Zhou, Yuan Liang, Wenxi Liu, Jianbo Jiao, Yuhui Quan, Shengfeng He |
| 2023 | ICCV | Deep Video Demoiring via Compact Invertible Dyadic Decomposition. | Yuhui Quan, Haoran Huang, Shengfeng He, Ruotao Xu |
| 2023 | ICCV | Fingerprinting Deep Image Restoration Models. | Yuhui Quan, Huan Teng, Ruotao Xu, Jun Huang, Hui Ji |
| 2023 | ICCV | Single Image Defocus Deblurring via Implicit Neural Inverse Kernels. | Yuhui Quan, Xin Yao, Hui Ji |
| 2022 | ECCV | Learning Deep Non-blind Image Deconvolution Without Ground Truths. | Yuhui Quan, Zhuojie Chen, Huan Zheng, Hui Ji |
| 2022 | ECCV | Dual-Domain Self-supervised Learning and Model Adaption for Deep Compressive Imaging. | Yuhui Quan, Xinran Qin, Tongyao Pang, Hui Ji |
| 2022 | ICASSP | High-Quality Self-Supervised Snapshot Hyperspectral Imaging. | Yuhui Quan, Xinran Qin, Mingqin Chen, Yan Huang |
| 2021 | CVPR | Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity. | Zhile Chen, Feng Li, Yuhui Quan, Yong Xu, Hui Ji |
| 2021 | CVPR | Recorrupted-to-Recorrupted: Unsupervised Deep Learning for Image Denoising. | Tongyao Pang, Huan Zheng, Yuhui Quan, Hui Ji |
| 2020 | CVPR | Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring. | Yuesong Nan, Yuhui Quan, Hui Ji |
| 2020 | CVPR | Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image. | Yuhui Quan, Mingqin Chen, Tongyao Pang, Hui Ji |
| 2020 | ECCV | Self-supervised Bayesian Deep Learning for Image Recovery with Applications to Compressive Sensing. | Tongyao Pang, Yuhui Quan, Hui Ji |
| 2019 | ICCV | Deep Learning for Seeing Through Window With Raindrops. | Yuhui Quan, Shijie Deng, Yixin Chen, Hui Ji |
| 2019 | VCIP | Multi-view Rank Pooling for 3D Object Recognition*. | Chaoda Zheng, Yong Xu, Ruotao Xu, Hongyu Chi, Yuhui Quan |
| 2017 | ICCV | Estimating Defocus Blur via Rank of Local Patches. | Guodong Xu, Yuhui Quan, Hui Ji |
| 2016 | CVPR | Equiangular Kernel Dictionary Learning with Applications to Dynamic Texture Analysis. | Yuhui Quan, Chenglong Bao, Hui Ji |
| 2016 | CVPR | Sparse Coding for Classification via Discrimination Ensemble. | Yuhui Quan, Yong Xu, Yuping Sun, Yan Huang, Hui Ji |
| 2015 | ICCV | Dynamic Texture Recognition via Orthogonal Tensor Dictionary Learning. | Yuhui Quan, Yan Huang, Hui Ji |
| 2014 | CVPR | L0 Norm Based Dictionary Learning by Proximal Methods with Global Convergence. | Chenglong Bao, Hui Ji, Yuhui Quan, Zuowei Shen |
| 2014 | CVPR | Lacunarity Analysis on Image Patterns for Texture Classification. | Yuhui Quan, Yong Xu, Yuping Sun, Yu Luo |
| 2014 | ECCV | A Convergent Incoherent Dictionary Learning Algorithm for Sparse Coding. | Chenglong Bao, Yuhui Quan, Hui Ji |
| 2012 | CVPR | Contour-based recognition. | Yong Xu, Yuhui Quan, Zhuming Zhang, Hui Ji, Cornelia Fermller, Morimichi Nishigaki, Daniel DeMenthon |
| 2011 | ICCV | Dynamic texture classification using dynamic fractal analysis. | Yong Xu, Yuhui Quan, Haibin Ling, Hui Ji |