Several SVM Ensemble Methods Integrated with Under-Sampling for Imbalanced Data Learning. - Zhiyong Lin; Zhifeng Hao; Xiaowei Yang 003; Xiaolan Liu 003 (ADMA, 2009)

Local learning integrating global structure for large scale semi-supervised classification. - Guangchao Wu; Yuhan Li; Jianqing Xi; Xiaowei Yang 003; Xiaolan Liu 003 (ICNC, 2012)

A Low-Rank Approximation-Based Transductive Support Tensor Machine for Semisupervised Classification. - Xiaolan Liu 003; Tengjiao Guo; Lifang He 001; Xiaowei Yang 003 (IEEE Trans. Image Process., 2015)

A subspace clustering algorithm based on simultaneously sparse and low-rank representation. - Xiaolan Liu 003; Miao Yi; Le Han; Xue Deng (J. Intell. Fuzzy Syst., 2017)

Incremental sparse linear regression algorithms for face recognition. - Xiaolan Liu 003; Jiao Liu; Xiaolan Liu 003; Zhaoming Kong; Xiaowei Yang 003 (ICACI, 2018)

Incremental sparse linear regression algorithms for face recognition. - Xiaolan Liu 003; Jiao Liu; Xiaolan Liu 003; Zhaoming Kong; Xiaowei Yang 003 (ICACI, 2018)

A New 4-D Nonlocal Transform-Domain Filter for 3-D Magnetic Resonance Images Denoising. - Zhaoming Kong; Le Han; Xiaolan Liu 003; Xiaowei Yang 003 (IEEE Trans. Medical Imaging, 2018)

A Sequentially Truncated Higher Order Singular Value Decomposition-Based Algorithm for Tensor Completion. - Zisen Fang; Xiaowei Yang 003; Le Han; Xiaolan Liu 003 (IEEE Trans. Cybern., 2019)

Centralized joint sparse representation for multi-view subspace clustering. - Mengying Xie; Xiaolan Liu 003; Gan Pan (J. Intell. Fuzzy Syst., 2020)

Subspace Distribution Adaptation Frameworks for Domain Adaptation. - Sentao Chen; Le Han; Xiaolan Liu 003; Zongyao He; Xiaowei Yang 003 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Incomplete multi-view subspace clustering with adaptive instance-sample mapping and deep feature fusion. - Mengying Xie; Zehui Ye; Gan Pan; Xiaolan Liu 003 (Appl. Intell., 2021)

Multi-view subspace clustering with adaptive locally consistent graph regularization. - Xiaolan Liu 003; Gan Pan; Mengying Xie (Neural Comput. Appl., 2021)

Novel Hybrid Low-Rank Tensor Approximation for Hyperspectral Image Mixed Denoising Based on Global-Guided-Nonlocal Prior Mechanism. - Mengying Xie; Xiaolan Liu 003; Xiaowei Yang 003 (IEEE Trans. Geosci. Remote. Sens., 2022)

Multichannel Image Completion With Mixture Noise: Adaptive Sparse Low-Rank Tensor Subspace Meets Nonlocal Self-Similarity. - Mengying Xie; Xiaolan Liu 003; Xiaowei Yang 003; Wenzeng Cai (IEEE Trans. Cybern., 2023)

A Nonlocal Self-Similarity-Based Weighted Tensor Low-Rank Decomposition for Multichannel Image Completion With Mixture Noise. - Mengying Xie; Xiaolan Liu 003; Xiaowei Yang 003 (IEEE Trans. Neural Networks Learn. Syst., 2024)