| 2025 | CVPR | PIAD: Pose and Illumination agnostic Anomaly Detection. | Kaichen Yang, Junjie Cao, Zeyu Bai, Zhixun Su, Andrea Tagliasacchi |
| 2024 | AAAI | Unveiling Details in the Dark: Simultaneous Brightening and Zooming for Low-Light Image Enhancement. | Ziyu Yue, Jiaxin Gao, Zhixun Su |
| 2024 | ECCV | Noise Calibration: Plug-and-Play Content-Preserving Video Enhancement Using Pre-trained Video Diffusion Models. | Qinyu Yang, Hao Chen, Yong Zhang, Menghan Xia, Xiaodong Cun, Zhixun Su, Ying Shan |
| 2023 | ICIG | Single Image Dehazing with Deep-Image-Prior Networks. | Hongyan Wang, Xin Wang, Zhixun Su |
| 2023 | PSIVT | LAPRNet: Lightweight Airborne Particle Removal Network for LiDAR Point Clouds. | Yanqi Ma, Ziyu Yue, Youwei Wang, Risheng Liu, Zhixun Su, Junjie Cao |
| 2021 | ICASSP | Dense Feature Pyramid Grids Network for Single Image Deraining. | Zhen Wang, Cong Wang, Zhixun Su, Junyang Chen |
| 2021 | ICCV | Unpaired Learning for Deep Image Deraining with Rain Direction Regularizer. | Yang Liu, Ziyu Yue, Jinshan Pan, Zhixun Su |
| 2019 | ICCV | Learning Deep Priors for Image Dehazing. | Yang Liu, Jinshan Pan, Jimmy S. J. Ren, Zhixun Su |
| 2019 | PSIVT | Multiview Dimension Reduction Based on Sparsity Preserving Projections. | Haohao Li, Yu Cai, Guohui Zhao, Hu Lin, Zhixun Su, Ximin Liu |
| 2018 | ECCV | Learning Data Terms for Non-blind Deblurring. | Jiangxin Dong, Jinshan Pan, Deqing Sun, Zhixun Su, Ming-Hsuan Yang |
| 2018 | ICIP | Single Image Dehazing Via a Joint Deep Modeling. | Yimin Huang, Yiyang Wang, Zhixun Su |
| 2018 | WACV | Learning Video-Story Composition via Recurrent Neural Network. | Guangyu Zhong, Yi-Hsuan Tsai, Sifei Liu, Zhixun Su, Ming-Hsuan Yang |
| 2017 | ICCV | Blind Image Deblurring with Outlier Handling. | Jiangxin Dong, Jinshan Pan, Zhixun Su, Ming-Hsuan Yang |
| 2017 | ICCV | Learning Discriminative Data Fitting Functions for Blind Image Deblurring. | Jinshan Pan, Jiangxin Dong, Yu-Wing Tai, Zhixun Su, Ming-Hsuan Yang |
| 2017 | ICIP | Deep feature matching for dense correspondence. | Yang Liu, Jinshan Pan, Zhixun Su |
| 2017 | PSIVT | Blind Image Deblurring via Salient Structure Detection and Sparse Representation. | Yu Cai, Jinshan Pan, Zhixun Su |
| 2016 | AAAI | Linearized Alternating Direction Method with Penalization for Nonconvex and Nonsmooth Optimization. | Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su |
| 2016 | ACCV | Sparse Gradient Pursuit for Robust Visual Analysis. | Jiangxin Dong, Risheng Liu, Kewei Tang, Yiyang Wang, Xindong Zhang, Zhixun Su |
| 2016 | ACCV | Debluring Low-Resolution Images. | Jin-shan Pan, Zhe Hu, Zhixun Su, Ming-Hsuan Yang |
| 2016 | ACCV | Subspace Learning Based Low-Rank Representation. | Kewei Tang, Xiaodong Liu, Zhixun Su, Wei Jiang, Jiangxin Dong |
| 2016 | ACCV | Blind Image Deblurring Using Elastic-Net Based Rank Prior. | Hongyan Wang, Jin-shan Pan, Zhixun Su, Songxin Liang |
| 2016 | CVPR | Soft-Segmentation Guided Object Motion Deblurring. | Jin-shan Pan, Zhe Hu, Zhixun Su, Hsin-Ying Lee, Ming-Hsuan Yang |
| 2016 | CVPR | Robust Kernel Estimation with Outliers Handling for Image Deblurring. | Jin-shan Pan, Zhouchen Lin, Zhixun Su, Ming-Hsuan Yang |
| 2015 | ICIP | Visual tracking via orthogonal sparse coding. | Jing Wang, Yiyang Wang, Risheng Liu, Zhixun Su |
| 2015 | ICIP | Robust visual tracking via discriminative sequential ranking. | Guangyu Zhong, Risheng Liu, Zhixun Su |
| 2015 | ICIP | Robust visual tracking via discriminative sequential ranking. | Guangyu Zhong, Risheng Liu, Zhixun Su |
| 2014 | ACCV | Saliency Detection via Nonlocal L_0 Minimization. | Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su |
| 2014 | BMVC | L0-Regularized Object Representation for Visual Tracking. | Jin-shan Pan, Jongwoo Lim, Zhixun Su, Ming-Hsuan Yang |
| 2014 | CVPR | Deblurring Text Images via L0-Regularized Intensity and Gradient Prior. | Jin-shan Pan, Zhe Hu, Zhixun Su, Ming-Hsuan Yang |
| 2014 | ECCV | Deblurring Face Images with Exemplars. | Jin-shan Pan, Zhe Hu, Zhixun Su, Ming-Hsuan Yang |
| 2013 | ACML | Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning. | Risheng Liu, Zhouchen Lin, Zhixun Su |
| 2013 | ICIP | Saliency detection based on an edge-preserving filter. | Jin-shan Pan, Zhixun Su, Maoran Bian, Risheng Liu |
| 2013 | ICIP | Object level image saliency by hierarchical segmentation. | Zhenzhen Zhang, Junjie Cao, Guangyu Zhong, Wangyi Liu, Zhixun Su |
| 2012 | CVPR | Fixed-rank representation for unsupervised visual learning. | Risheng Liu, Zhouchen Lin, Fernando De la Torre, Zhixun Su |
| 2011 | ICIP | Robust head pose estimation via Convex Regularized Sparse Regression. | Hao Ji, Risheng Liu, Fei Su, Zhixun Su, Yan Tian |
| 2011 | PG | Diffusion Tensor Weighted Harmonic Fields for Feature Classification. | Shengfa Wang, Tingbo Hou, Zhixun Su, Hong Qin |
| 2010 | ECCV | Learning PDEs for Image Restoration via Optimal Control. | Risheng Liu, Zhouchen Lin, Wei Zhang, Zhixun Su |
| 2009 | ACCV | Lorentzian Discriminant Projection and Its Applications. | Risheng Liu, Zhixun Su, Zhouchen Lin, Xiaoyu Hou |
| 2007 | ICCS | Point-Sampled Surface Simulation Based on Mass-Spring System. | Zhixun Su, Xiaojie Zhou, Xiuping Liu, Fengshan Liu, Xiquan Shi |