Unsupervised 2D Dimensionality Reduction with Adaptive Structure Learning. - Xiaowei Zhao 002; Feiping Nie 001; Sen Wang 001; Jun Guo; Pengfei Xu 003; Xiaojiang Chen (Neural Comput., 2017)

Discriminative unsupervised 2D dimensionality reduction with graph embedding. - Jun Guo; Xiaowei Zhao 002; Xuan Yuan; Yangyuan Li; Yao Peng 002 (Multim. Tools Appl., 2018)

Random linear interpolation data augmentation for person re-identification. - Zhi Li; Jun Guo; Wenli Jiao; Pengfei Xu 003; Baoying Liu; Xiaowei Zhao 002 (Multim. Tools Appl., 2020)

Joint Principal Component and Discriminant Analysis for Dimensionality Reduction. - Xiaowei Zhao 002; Jun Guo; Feiping Nie 001; Ling Chen 006; Zhihui Li 001; Huaxiang Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Trace ratio criterion for multi-view discriminant analysis. - Mei Shi; Zhihui Li 001; Xiaowei Zhao 002; Pengfei Xu 003; Baoying Liu; Jun Guo (Appl. Intell., 2022)

Joint neighborhood preserving and projected clustering for feature extraction. - Jing An; Xiaowei Zhao 002; Mei Shi; Xiaoxia Liu; Jun Guo (Neurocomputing, 2022)

Improving projected fuzzy K-means clustering via robust learning. - Xiaowei Zhao 002; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Neurocomputing, 2022)

Fast Locality Discriminant Analysis With Adaptive Manifold Embedding. - Feiping Nie 001; Xiaowei Zhao 002; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Fast Adaptive Local Subspace Learning With Regressive Regularization. - Qiang Chen; Xiaowei Zhao 002; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Signal Process. Lett., 2022)

Fuzzy K-Means Clustering With Discriminative Embedding. - Feiping Nie 001; Xiaowei Zhao 002; Rong Wang 001; Xuelong Li 001; Zhihui Li 001 (IEEE Trans. Knowl. Data Eng., 2022)

Fast and Robust Unsupervised Dimensionality Reduction with Adaptive Bipartite Graphs. - Fan Niu; Xiaowei Zhao 002; Jun Guo; Mei Shi; Xiaoxia Liu; Baoying Liu (Knowl. Based Syst., 2023)

Multiview Latent Structure Learning: Local structure-guided cross-view discriminant analysis. - Mei Shi; Xiaowei Zhao 002; Xiaoyan Yin 001; Xiaojun Chang; Fan Niu; Jun Guo (Knowl. Based Syst., 2023)

Fast neighborhood reconstruction with adaptive weights learning. - Xiaowei Zhao 002; Feiping Nie 001; Weizhong Yu; Xuelong Li 001 (Knowl. Based Syst., 2023)

Robust Fuzzy K-Means Clustering With Shrunk Patterns Learning. - Xiaowei Zhao 002; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2023)

Adaptive Manifold Graph representation for Two-Dimensional Discriminant Projection. - Jinlong Qu; Xiaowei Zhao 002; Yun Xiao; Xiaojun Chang; Zhihui Li 001; Xuanhong Wang (Knowl. Based Syst., 2023)

Adaptive Maximum Entropy Graph-Guided Fast Locality Discriminant Analysis. - Feiping Nie 001; Xiaowei Zhao 002; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Cybern., 2023)

Joint Dynamic Manifold and Discriminant Information Learning for Feature Extraction. - Xiaowei Zhao 002; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Rooted Mahalanobis distance based Gustafson-Kessel fuzzy C-means. - Qiang Chen; Weizhong Yu; Xiaowei Zhao 002; Feiping Nie 001; Xuelong Li 001 (Inf. Sci., 2023)

Fast Discriminant Analysis With Adaptive Reconstruction Structure Preserving. - Xiaowei Zhao 002; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Deep self-weighted multi-view fuzzy clustering. - Mei Shi; Xiaowei Zhao 002; Xiaoyan Yin 001; Yun Xiao; Jun Guo (Knowl. Based Syst., 2025)

CSANet: Cross-Modality Self-Paced Association Network for Unsupervised Visible-Infrared Person Re-Identification. - Ruida Xi; Zhenyang Fu; Nianchang Huang; Xiaowei Zhao 002; Qiang Zhang 020; Jungong Han (IEEE Trans. Inf. Forensics Secur., 2025)

Nonlinear Locality-Preserving Projections With Dynamic Graph Learning. - Xiaowei Zhao 002; Dongming Wu; Feiping Nie 001; Weizhong Yu; Chen Zhao 009; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Scalable Multi-View Regression Clustering for Large-Scale Data. - Xiaowei Zhao 002; Jie Fan; Xiaojun Chang; Feiping Nie 001; Qiang Zhang 020; Jun Guo (IEEE Trans. Circuits Syst. Video Technol., 2025)