| 2026 | AAAI | Temporal-Consistent Video Restoration with Pre-trained Diffusion Models. | Hengkang Wang, Yang Liu, Huidong Liu, Chien-Chih Wang, Yanhui Guo, Hongdong Li, Bryan Wang, Ju Sun |
| 2023 | BMVC | Rethinking Transfer Learning for Medical Image Classification. | Le Peng, Hengyue Liang, Gaoxiang Luo, Taihui Li, Ju Sun |
| 2023 | CVPR | Implications of Solution Patterns on Adversarial Robustness. | Hengyue Liang, Buyun Liang, Ju Sun, Ying Cui, Tim Mitchell |
| 2023 | CVPR | Deep Random Projector: Accelerated Deep Image Prior. | Taihui Li, Hengkang Wang, Zhong Zhuang, Ju Sun |
| 2023 | ICASSP | Optimization for Robustness Evaluation Beyond ℓp Metrics. | Hengyue Liang, Buyun Liang, Ying Cui, Tim Mitchell, Ju Sun |
| 2023 | ICASSP | Robust Autoencoders for Collective Corruption Removal. | Taihui Li, Hengkang Wang, Le Peng, Xian'e Tang, Ju Sun |
| 2023 | ICASSP | Random Projector: Efficient Deep Image Prior. | Taihui Li, Zhong Zhuang, Hengkang Wang, Ju Sun |
| 2021 | BMVC | Self-Validation: Early Stopping for Single-Instance Deep Generative Priors. | Taihui Li, Zhong Zhuang, Hengyue Liang, Le Peng, Hengkang Wang, Ju Sun |
| 2019 | ICLR | Subgradient Descent Learns Orthogonal Dictionaries. | Yu Bai, Qijia Jiang, Ju Sun |
| 2016 | ISIT | A geometric analysis of phase retrieval. | Ju Sun, Qing Qu, John Wright |
| 2015 | ICML | Complete Dictionary Recovery Using Nonconvex Optimization. | Ju Sun, Qing Qu, John Wright |
| 2012 | ECCV | Efficient Point-to-Subspace Query in ℓ1 with Application to Robust Face Recognition. | Ju Sun, Yuqian Zhang, John Wright |
| 2010 | ECCV | Randomized Locality Sensitive Vocabularies for Bag-of-Features Model. | Yadong Mu, Ju Sun, Tony X. Han, Loong Fah Cheong, Shuicheng Yan |
| 2010 | ICDM | Robust Low-Rank Subspace Segmentation with Semidefinite Guarantees. | Yuzhao Ni, Ju Sun, Xiaotong Yuan, Shuicheng Yan, Loong Fah Cheong |
| 2009 | CVPR | Hierarchical spatio-temporal context modeling for action recognition. | Ju Sun, Xiao Wu, Shuicheng Yan, Loong Fah Cheong, Tat-Seng Chua, Jintao Li |
| 2008 | ICPR | 3D ordinal constraint in spatial configuration for robust scene recognition. | Ching Lik Teo, Shimiao Li, Loong Fah Cheong, Ju Sun |