| 2025 | ICLR | A Tight Convergence Analysis of Inexact Stochastic Proximal Point Algorithm for Stochastic Composite Optimization Problems. | Shulan Zhu, Chenglong Bao, Defeng Sun, Yancheng Yuan |
| 2024 | CVPR | SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder. | Dihan Zheng, Yihang Zou, Xiaowen Zhang, Chenglong Bao |
| 2022 | ICLR | A Class of Short-term Recurrence Anderson Mixing Methods and Their Applications. | Fuchao Wei, Chenglong Bao, Yang Liu |
| 2021 | ICLR | An Unsupervised Deep Learning Approach for Real-World Image Denoising. | Dihan Zheng, Sia Huat Tan, Xiaowen Zhang, Zuoqiang Shi, Kaisheng Ma, Chenglong Bao |
| 2021 | IJCNN | Wavelet J-Net: A Frequency Perspective on Convolutional Neural Networks. | Linfeng Zhang, Xiaoman Zhang, Chenglong Bao, Kaisheng Ma |
| 2020 | CVPR | Light-weight Calibrator: A Separable Component for Unsupervised Domain Adaptation. | Shaokai Ye, Kailu Wu, Mu Zhou, Yunfei Yang, Sia Huat Tan, Kaidi Xu, Jiebo Song, Chenglong Bao, Kaisheng Ma |
| 2020 | CVPR | Auxiliary Training: Towards Accurate and Robust Models. | Linfeng Zhang, Muzhou Yu, Tong Chen, Zuoqiang Shi, Chenglong Bao, Kaisheng Ma |
| 2020 | ICML | Interpolation between Residual and Non-Residual Networks. | Zonghan Yang, Yang Liu, Chenglong Bao, Zuoqiang Shi |
| 2019 | ICCV | Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation. | Linfeng Zhang, Jiebo Song, Anni Gao, Jingwei Chen, Chenglong Bao, Kaisheng Ma |
| 2016 | CVPR | Equiangular Kernel Dictionary Learning with Applications to Dynamic Texture Analysis. | Yuhui Quan, Chenglong Bao, 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 |
| 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 |