Xu-Ying Liu

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 7

Top Topics

Imbalanced Datasets

Short Text Classification

Top Venues

Frontiers Comput. Sci.

IEEE Trans. Cybern.

Pattern Recognit.

Publications

Min-Ling Zhang, Yu-Kun Li, Hao Yang, Xu-Ying Liu
Towards Class-Imbalance Aware Multi-Label Learning. IEEE Trans. Cybern. 52 (6) (2022)
Yu Zhang, Yin Wang, Xu-Ying Liu, Siya Mi, Min-Ling Zhang
Large-scale multi-label classification using unknown streaming images. Pattern Recognit. 99 (2020)
Hong-Yunn Chen, Chen-Yu Yang, Xu-Ying Liu, Cheng-Fu Chou
On Deep Learning Based Feedback and Precoding For Multi-user Millimeter-Wave Enabled VR/AR. ICCE-TW (2020)
Xu-Ying Liu, Sheng-Tao Wang, Min-Ling Zhang
Transfer synthetic over-sampling for class-imbalance learning with limited minority class data. Frontiers Comput. Sci. 13 (5) (2019)
Min-Ling Zhang, Yu-Kun Li, Xu-Ying Liu, Xin Geng
Binary relevance for multi-label learning: an overview. Frontiers Comput. Sci. 12 (2) (2018)
Si-Yu Ding, Xu-Ying Liu, Min-Ling Zhang
Imbalanced Augmented Class Learning with Unlabeled Data by Label Confidence Propagation. ICDM (2018)
Min-Ling Zhang, Bin-Bin Zhou, Xu-Ying Liu
Partial Label Learning via Feature-Aware Disambiguation. KDD (2016)
Min-Ling Zhang, Yu-Kun Li, Xu-Ying Liu
Towards Class-Imbalance Aware Multi-Label Learning. IJCAI (2015)
Xu-Ying Liu, Qian-Qian Li
Learning from combination of data chunks for multi-class imbalanced data. IJCNN (2014)
Zichao Dai, Aixin Sun, Xu-Ying Liu
Crest: Cluster-based Representation Enrichment for Short Text Classification. PAKDD (2) (2013)
Xu-Ying Liu, Qian-Qian Li, Zhi-Hua Zhou
Learning Imbalanced Multi-class Data with Optimal Dichotomy Weights. ICDM (2013)
Xu-Ying Liu, Zhi-Hua Zhou
Towards Cost-Sensitive Learning for Real-World Applications. PAKDD Workshops (2011)
Xu-Ying Liu, Zhi-Hua Zhou
Learning with cost intervals. KDD (2010)
Zhi-Hua Zhou, Xu-Ying Liu
On Multi-Class Cost-Sensitive Learning. Comput. Intell. 26 (3) (2010)
Xu-Ying Liu, Jianxin Wu, Zhi-Hua Zhou
Exploratory Undersampling for Class-Imbalance Learning. IEEE Trans. Syst. Man Cybern. Part B 39 (2) (2009)
Yang Yu, De-Chuan Zhan, Xu-Ying Liu, Ming Li, Zhi-Hua Zhou
Predicting Future Customers via Ensembling Gradually Expanded Trees. Int. J. Data Warehous. Min. 3 (2) (2007)
Xu-Ying Liu, Zhi-Hua Zhou
The Influence of Class Imbalance on Cost-Sensitive Learning: An Empirical Study. ICDM (2006)
Xu-Ying Liu, Jianxin Wu, Zhi-Hua Zhou
Exploratory Under-Sampling for Class-Imbalance Learning. ICDM (2006)
Zhi-Hua Zhou, Xu-Ying Liu
Training Cost-Sensitive Neural Networks with Methods Addressing the Class Imbalance Problem. IEEE Trans. Knowl. Data Eng. 18 (1) (2006)
Zhi-Hua Zhou, Xu-Ying Liu
On Multi-Class Cost-Sensitive Learning. AAAI (2006)