| 2025 | ICCV | Temporal Rate Reduction Clustering for Human Motion Segmentation. | Xianghan Meng, Zhengyu Tong, Zhiyuan Huang, Chun-Guang Li |
| 2025 | ICLR | Exploring a Principled Framework for Deep Subspace Clustering. | Xianghan Meng, Zhiyuan Huang, Wei He, Xianbiao Qi, Rong Xiao, Chun-Guang Li |
| 2025 | ICLR | Taming Transformer Without Using Learning Rate Warmup. | Xianbiao Qi, Yelin He, Jiaquan Ye, Chun-Guang Li, Bojia Zi, Xili Dai, Qin Zou, Rong Xiao |
| 2024 | ACCV | Graph Cut-Guided Maximal Coding Rate Reduction for Learning Image Embedding and Clustering. | Wei He, Zhiyuan Huang, Xianghan Meng, Xianbiao Qi, Rong Xiao, Chun-Guang Li |
| 2022 | ECCV | A Max-Flow Based Approach for Neural Architecture Search. | Chao Xue, Xiaoxing Wang, Junchi Yan, Chun-Guang Li |
| 2021 | CVPR | Learning a Self-Expressive Network for Subspace Clustering. | Shangzhi Zhang, Chong You, Ren Vidal, Chun-Guang Li |
| 2020 | CVPR | Stochastic Sparse Subspace Clustering. | Ying Chen, Chun-Guang Li, Chong You |
| 2020 | ICPR | Self-paced Bottom-up Clustering Network with Side Information for Person Re-Identification. | Mingkun Li, Chun-Guang Li, Ruo-Pei Guo, Jun Guo |
| 2020 | VCIP | Learning Convolution Feature Aggregation via Edge Attention Convolution Network for Person Re-Identification. | Chaoqun Lin, Ruo-Pei Guo, Mingkun Li, Xianbiao Qi, Chun-Guang Li |
| 2019 | CVPR | Self-Supervised Convolutional Subspace Clustering Network. | Junjian Zhang, Chun-Guang Li, Chong You, Xianbiao Qi, Honggang Zhang, Jun Guo, Zhouchen Lin |
| 2019 | ICCV | Is an Affine Constraint Needed for Affine Subspace Clustering? | Chong You, Chun-Guang Li, Daniel P. Robinson, Ren Vidal |
| 2019 | ICDAR | A Novel Joint Character Categorization and Localization Approach for Character-Level Scene Text Recognition. | Xianbiao Qi, Yihao Chen, Rong Xiao, Chun-Guang Li, Qin Zou, Shuguang Cui |
| 2019 | VCIP | Local Convex Representation with Pruning for Manifold Clustering. | Tao Yang, Chun-Guang Li |
| 2018 | CVPR | Dual Attention Matching Network for Context-Aware Feature Sequence Based Person Re-Identification. | Jianlou Si, Honggang Zhang, Chun-Guang Li, Jason Kuen, Xiangfei Kong, Alex C. Kot, Gang Wang |
| 2018 | ICPR | Density-Adaptive Kernel based Re-Ranking for Person Re-Identification. | Ruo-Pei Guo, Chun-Guang Li, Yonghua Li, Jiaru Lin |
| 2018 | ICPR | Constrained Sparse Subspace Clustering with Side-Information. | Chun-Guang Li, Junjian Zhang, Jun Guo |
| 2016 | CVPR | Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering. | Chong You, Chun-Guang Li, Daniel P. Robinson, Ren Vidal |
| 2016 | VCIP | Low-rank and structured sparse subspace clustering. | Junjian Zhang, Chun-Guang Li, Honggang Zhang, Jun Guo |
| 2015 | CVPR | Structured Sparse Subspace Clustering: A unified optimization framework. | Chun-Guang Li, Ren Vidal |
| 2015 | ICCV | Learning Semi-Supervised Representation Towards a Unified Optimization Framework for Semi-Supervised Learning. | Chun-Guang Li, Zhouchen Lin, Honggang Zhang, Jun Guo |
| 2015 | ICIP | Regularization in metric learning for person re-identification. | Jianlou Si, Honggang Zhang, Chun-Guang Li |
| 2015 | VCIP | Improving tag matrix completion for image annotation and retrieval. | Zhen Qin, Chun-Guang Li, Honggang Zhang, Jun Guo |
| 2014 | VCIP | Person re-identification via region-of-interest based features. | Jianlou Si, Honggang Zhang, Chun-Guang Li |
| 2013 | BMVC | Multi-scale Joint Encoding of Local Binary Patterns for Texture and Material Classification. | Xianbiao Qi, Yu Qiao, Chun-Guang Li, Jun Guo |
| 2013 | BMVC | Exploring Cross-Channel Texture Correlation for Color Texture Classification. | Xianbiao Qi, Yu Qiao, Chun-Guang Li, Jun Guo |
| 2013 | ICASSP | Local alignment for query by humming. | Qiang Wang, Zhiyuan Guo, Gang Liu, Chun-Guang Li, Jun Guo |
| 2010 | ICPR | Local Sparse Representation Based Classification. | Chun-Guang Li, Jun Guo, Honggang Zhang |
| 2009 | ACCV | Learning Bundle Manifold by Double Neighborhood Graphs. | Chun-Guang Li, Jun Guo, Honggang Zhang |
| 2009 | ICDAR | HCL2000 - A Large-scale Handwritten Chinese Character Database for Handwritten Character Recognition. | Honggang Zhang, Jun Guo, Guang Chen, Chun-Guang Li |
| 2007 | CIS | Intrinsic Dimensionality Estimation with Neighborhood Convex Hull. | Chun-Guang Li, Jun Guo, Xiangfei Nie |
| 2007 | CIS | Pruning Neighborhood Graph for Geodesic Distance Based Semi-Supervised Classification. | Chun-Guang Li, Jun Guo, Honggang Zhang |