| 2020 | ICARCV | A Latent Variables Augmentation Method Based on Adversarial Training for Image Categorization with Insufficient Training Samples. | Luyue Lin, Dacai Liu, Bo Liu, Yanshan Xiao |
| 2017 | ICNC | Cluster and dynamic-TrAdaBoost-based transfer learning for text classification. | Zibin Li, Bo Liu, Yanshan Xiao |
| 2017 | ICNC | An object tracking method based on CNN and optical flow. | Luyue Lin, Bo Liu, Yanshan Xiao |
| 2017 | ICNC | Cross-angle behavior recognition via supervised dictionary learning. | Guanghui Lu, Bo Liu, Yanshan Xiao |
| 2013 | PAKDD | One-Class Transfer Learning with Uncertain Data. | Bo Liu, Philip S. Yu, Yanshan Xiao, Zhifeng Hao |
| 2013 | SDM | Robust Textual Data Streams Mining Based on Continuous Transfer Learning. | Longbing Cao, Zhifeng Hao, Bo Liu, Yanshan Xiao, Philip S. Yu |
| 2013 | SDM | MODS: Multiple One-class Data Streams Learning from Homogeneous Data. | Zhifeng Hao, Bo Liu, Yanshan Xiao, Philip S. Yu |
| 2011 | IJCAI | Similarity-Based Approach for Positive and Unlabeled Learning. | Yanshan Xiao, Bo Liu, Jie Yin, Longbing Cao, Chengqi Zhang, Zhifeng Hao |
| 2011 | SDM | One-Class-Based Uncertain Data Stream Learning. | Bo Liu, Yanshan Xiao, Longbing Cao, Philip S. Yu |
| 2010 | CIKM | Orientation distance-based discriminative feature extraction for multi-class classification. | Bo Liu, Yanshan Xiao, Longbing Cao, Philip S. Yu |
| 2010 | CIKM | K-farthest-neighbors-based concept boundary determination for support vector data description. | Yanshan Xiao, Bo Liu, Longbing Cao |
| 2010 | ICDM | Vote-Based LELC for Positive and Unlabeled Textual Data Streams. | Bo Liu, Yanshan Xiao, Longbing Cao, Philip S. Yu |
| 2010 | ICDM | Exploiting Local Data Uncertainty to Boost Global Outlier Detection. | Bo Liu, Jie Yin, Yanshan Xiao, Longbing Cao, Philip S. Yu |
| 2010 | ICDM | SMILE: A Similarity-Based Approach for Multiple Instance Learning. | Yanshan Xiao, Bo Liu, Longbing Cao, Jie Yin, Xindong Wu |
| 2009 | ICDM | Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution Data. | Yanshan Xiao, Bo Liu, Longbing Cao, Xindong Wu, Chengqi Zhang, Zhifeng Hao, Fengzhao Yang, Jie Cao |