| 2026 | AAAI | Annealed Relaxation of Speculative Decoding for Faster Autoregressive Image Generation. | Xingyao Li, Fengzhuo Zhang, Cunxiao Du, Hui Ji |
| 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 |
| 2025 | ICCV | Robust Unfolding Network for HDR Imaging with Modulo Cameras. | Zhile Chen, Hui Ji |
| 2025 | MMSP | MGFT: Multi-Geometric Fusion Transformer for Robust Point Cloud Registration. | Yuxiang Liu, Shanxin Zhang, Zhenyong Li, Chuanfen Feng, Hui Ji, Jiande Sun |
| 2025 | MMSP | HGS_OFAT: High-fidelity Gaussian SLAM based on Optical Flow Assisted Tracking. | Zhenyong Li, Shanxin Zhang, Yuxiang Liu, Chuanfen Feng, Hui Ji, Jiande Sun |
| 2024 | CVPR | Unsupervised Deep Unrolling Networks for Phase Unwrapping. | Zhile Chen, Yuhui Quan, Hui Ji |
| 2024 | ECCV | Test-Time Model Adaptation for Image Reconstruction Using Self-supervised Adaptive Layers. | Yutian Zhao, Tianjing Zhang, Hui Ji |
| 2024 | SENSYS | Advancing PPG-Based Continuous Blood Pressure Monitoring from a Generative Perspective. | Hui Ji, Pengfei Zhou |
| 2024 | SENSYS | Demo Abstract: Advancing PPG-Based Continuous Blood Pressure Monitoring from a Generative Perspective. | Hui Ji, Pengfei Zhou |
| 2023 | AAAI | Unsupervised Deep Learning for Phase Retrieval via Teacher-Student Distillation. | Yuhui Quan, Zhile Chen, Tongyao Pang, Hui Ji |
| 2023 | AAAI | Unsupervised Deep Video Denoising with Untrained Network. | Huan Zheng, Tongyao Pang, Hui Ji |
| 2023 | CVPR | Self-Supervised Blind Motion Deblurring with Deep Expectation Maximization. | Ji Li, Weixi Wang, Yuesong Nan, 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 | 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 | CVPR | Self-supervised Deep Image Restoration via Adaptive Stochastic Gradient Langevin Dynamics. | Weixi Wang, Ji Li, 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 | Deep Scale-Aware Image Smoothing. | Jiachun Li, Kunkun Qin, Ruotao Xu, Hui Ji |
| 2022 | ICPR | WiID: Precise WiFi-based Person Identification via Bio-electromagnetic Information. | Mingda Han, Linlin Guo, Jia Zhang, Hui Ji, Zihan Diao, Jiande Sun |
| 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 |
| 2021 | MICCAI | Learnable Multi-scale Fourier Interpolation for Sparse View CT Image Reconstruction. | Qiaoqiao Ding, Hui Ji, Hao Gao, Xiaoqun Zhang |
| 2020 | CVPR | Deep Learning for Handling Kernel/model Uncertainty in Image Deconvolution. | Yuesong Nan, 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 |
| 2020 | INDIN | G-NOMA for Energy Efficient C-RAN. | Jinghua Zhang, Jia Zhang, Lili Meng, Hui Ji, Jiande Sun |
| 2019 | CVPR | A Variational EM Framework With Adaptive Edge Selection for Blind Motion Deblurring. | Liuge Yang, Hui Ji |
| 2019 | ICCV | Deep Learning for Seeing Through Window With Raindrops. | Yuhui Quan, Shijie Deng, Yixin Chen, Hui Ji |
| 2019 | ICIG | Multimodal and Multiclass Semi-supervised Image-to-Image Translation. | Jing Bai, Ran Chen, Hui Ji, Saisai Li |
| 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 | Removing Rain from a Single Image via Discriminative Sparse Coding. | Yu Luo, Yong Xu, 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 | ECCV | A Convergent Incoherent Dictionary Learning Algorithm for Sparse Coding. | Chenglong Bao, Yuhui Quan, Hui Ji |
| 2014 | VTC | A New DSTM Scheme Based on the Weyl Group for MIMO Systems with 2, 4 and 8 Transmit Antennas. | Hui Ji, Gheorghe Zaharia, Jean-Franois Hlard |
| 2013 | ICCV | Fast Sparsity-Based Orthogonal Dictionary Learning for Image Restoration. | Chenglong Bao, Jian-Feng Cai, Hui Ji |
| 2012 | CVPR | Real time robust L1 tracker using accelerated proximal gradient approach. | Chenglong Bao, Yi Wu, Haibin Ling, Hui Ji |
| 2012 | CVPR | A two-stage approach to blind spatially-varying motion deblurring. | Hui Ji, Kang Wang |
| 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 |
| 2010 | CVPR | Robust video denoising using low rank matrix completion. | Hui Ji, Chaoqiang Liu, Zuowei Shen, Yuhong Xu |
| 2010 | CVPR | Learning shift-invariant sparse representation of actions. | Yi Li, Cornelia Fermller, Yiannis Aloimonos, Hui Ji |
| 2010 | CVPR | A new texture descriptor using multifractal analysis in multi-orientation wavelet pyramid. | Yong Xu, Xiong Yang, Haibin Ling, Hui Ji |
| 2009 | CVPR | Blind motion deblurring from a single image using sparse approximation. | Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen |
| 2009 | CVPR | High-quality curvelet-based motion deblurring from an image pair. | Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen |
| 2009 | CVPR | Combining powerful local and global statistics for texture description. | Yong Xu, Si-Bin Huang, Hui Ji, Cornelia Fermller |
| 2009 | ICIP | Wavelet Leader multifractal analysis for texture classification. | Herwig Wendt, Patrice Abry, Stphane Jaffard, Hui Ji, Zuowei Shen |
| 2009 | ICIP | Integrating local feature and global statistics for texture analysis. | Yong Xu, Si-Bin Huang, Hui Ji |
| 2008 | CVPR | Motion blur identification from image gradients. | Hui Ji, Chaoqiang Liu |
| 2006 | CVPR | A Projective Invariant for Textures. | Yong Xu, Hui Ji, Cornelia Fermller |
| 2006 | ECCV | Wavelet-Based Super-Resolution Reconstruction: Theory and Algorithm. | Hui Ji, Cornelia Fermller |
| 2005 | CVPR | Integration of Motion Fields through Shape. | Hui Ji, Cornelia Fermller |
| 2004 | ECCV | Bias in Shape Estimation. | Hui Ji, Cornelia Fermller |