| 2025 | AAAI | Rebalancing Multi-Label Class-Incremental Learning. | Kaile Du, Yifan Zhou, Fan Lyu, Yuyang Li, Junzhou Xie, Yixi Shen, Fuyuan Hu, Guangcan Liu |
| 2024 | ECCV | Confidence Self-calibration for Multi-label Class-Incremental Learning. | Kaile Du, Yifan Zhou, Fan Lyu, Yuyang Li, Chen Lu, Guangcan Liu |
| 2023 | ICCV | Modeling the Relative Visual Tempo for Self-supervised Skeleton-based Action Recognition. | Yisheng Zhu, Hu Han, Zhengtao Yu, Guangcan Liu |
| 2020 | ECAI | Multilayer Collaborative Low-Rank Coding Network for Robust Deep Subspace Discovery. | Xianzhen Li, Zhao Zhang, Yang Wang, Guangcan Liu, Shuicheng Yan, Meng Wang |
| 2020 | ICML | Maximum-and-Concatenation Networks. | Xingyu Xie, Hao Kong, Jianlong Wu, Wayne Zhang, Guangcan Liu, Zhouchen Lin |
| 2020 | IJCAI | Deep Latent Low-Rank Fusion Network for Progressive Subspace Discovery. | Zhao Zhang, Jiahuan Ren, Zheng Zhang, Guangcan Liu |
| 2019 | ICASSP | Robust Unsupervised Flexible Auto-weighted Local-coordinate Concept Factorization for Image Clustering. | Zhao Zhang, Yan Zhang, Sheng Li, Guangcan Liu, Meng Wang, Shuicheng Yan |
| 2019 | ICDM | Learning Structured Twin-Incoherent Twin-Projective Latent Dictionary Pairs for Classification. | Zhao Zhang, Yulin Sun, Zheng Zhang, Yang Wang, Guangcan Liu, Meng Wang |
| 2019 | ICML | Differentiable Linearized ADMM. | Xingyu Xie, Jianlong Wu, Guangcan Liu, Zhisheng Zhong, Zhouchen Lin |
| 2019 | IJCAI | Scalable Block-Diagonal Locality-Constrained Projective Dictionary Learning. | Zhao Zhang, Weiming Jiang, Zheng Zhang, Sheng Li, Guangcan Liu, Jie Qin |
| 2018 | AAAI | Modeling Attention and Memory for Auditory Selection in a Cocktail Party Environment. | Jiaming Xu, Jing Shi, Guangcan Liu, Xiuyi Chen, Bo Xu |
| 2018 | ICPR | Robust Projective Low-Rank and Sparse Representation by Robust Dictionary Learning. | Jiahuan Ren, Zhao Zhang, Sheng Li, Guangcan Liu, Meng Wang, Shuicheng Yan |
| 2018 | IJCAI | Listen, Think and Listen Again: Capturing Top-down Auditory Attention for Speaker-independent Speech Separation. | Jing Shi, Jiaming Xu, Guangcan Liu, Bo Xu |
| 2018 | IJCNN | Distilled Binary Neural Network for Monaural Speech Separation. | Xiuyi Chen, Guangcan Liu, Jing Shi, Jiaming Xu, Bo Xu |
| 2018 | ICPR | Robust Discriminative Projective Dictionary Pair Learning by Adaptive Representations. | Yulin Sun, Zhao Zhang, Weiming Jiang, Guangcan Liu, Meng Wang, Shuicheng Yan |
| 2018 | ICPR | Robust Adaptive Low-Rank and Sparse Embedding for Feature Representation. | Lei Wang, Zhao Zhang, Guangcan Liu, Qiaolin Ye, Jie Qin, Meng Wang |
| 2018 | ICPR | Robust Locality-Constrained Label Consistent K-SVD by Joint Sparse Embedding. | Zhao Zhang, Weiming Jiang, Sheng Li, Jie Qin, Guangcan Liu, Shuicheng Yan |
| 2018 | IJCNN | Improving Speech Separation with Adversarial Network and Reinforcement Learning. | Guangcan Liu, Jing Shi, Xiuyi Chen, Jiaming Xu, Bo Xu |
| 2018 | PRICAI | Similarity-Adaptive Latent Low-Rank Representation for Robust Data Representation. | Lei Wang, Zhao Zhang, Sheng Li, Guangcan Liu, Chenping Hou, Jie Qin |
| 2018 | VCIP | Multi-scale Spatiotemporal Information Fusion Network for Video Action Recognition. | Yutong Cai, Weiyao Lin, John See, Ming-Ming Cheng, Guangcan Liu, Hongkai Xiong |
| 2016 | MMM | Advancing Iterative Quantization Hashing Using Isotropic Prior. | Lai Li, Guangcan Liu, Qingshan Liu |
| 2015 | ICCV | Low-Rank Tensor Constrained Multiview Subspace Clustering. | Changqing Zhang, Huazhu Fu, Si Liu, Guangcan Liu, Xiaochun Cao |
| 2014 | ACCV | A Latent Clothing Attribute Approach for Human Pose Estimation. | Weipeng Zhang, Jie Shen, Guangcan Liu, Yong Yu |
| 2012 | CVPR | Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set. | Si Liu, Zheng Song, Guangcan Liu, Changsheng Xu, Hanqing Lu, Shuicheng Yan |
| 2012 | CVPR | Practical low-rank matrix approximation under robust L1-norm. | Yinqiang Zheng, Guangcan Liu, Shigeki Sugimoto, Shuicheng Yan, Masatoshi Okutomi |
| 2012 | ICIP | Multi-Task low-rank and sparse matrix recovery for human motion segmentation. | Xiangyang Wang, Wanggen Wan, Guangcan Liu |
| 2011 | ICCV | Multi-task low-rank affinity pursuit for image segmentation. | Bin Cheng, Guangcan Liu, Jingdong Wang, ZhongYang Huang, Shuicheng Yan |
| 2011 | ICCV | Latent Low-Rank Representation for subspace segmentation and feature extraction. | Guangcan Liu, Shuicheng Yan |
| 2010 | ICML | Robust Subspace Segmentation by Low-Rank Representation. | Guangcan Liu, Zhouchen Lin, Yong Yu |
| 2005 | AAAI | A Learning-Based Term-Weighting Approach for Information Retrieval. | Guangcan Liu, Yong Yu, Xing Zhu |