Sparse Uncorrelated Linear Discriminant Analysis. - Xiaowei Zhang 002; Delin Chu (ICML (1), 2013)

Sparse Canonical Correlation Analysis: New Formulation and Algorithm. - Delin Chu; Li-Zhi Liao; Michael K. Ng 001; Xiaowei Zhang 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Tracing Retinal Blood Vessels by Matrix-Forest Theorem of Directed Graphs. - Li Cheng 001; Jaydeep De; Xiaowei Zhang 002; Feng Lin 002; Huiqi Li (MICCAI (1), 2014)

Robust Multivariate Regression with Grossly Corrupted Observations and Its Application to Personality Prediction. - Xiaowei Zhang 002; Li Cheng 001; Tingshao Zhu (ACML, 2015)

Estimate Hand Poses Efficiently from Single Depth Images. - Chi Xu 002; Ashwin Nanjappa; Xiaowei Zhang 002; Li Cheng 001 (Int. J. Comput. Vis., 2016)

Incremental Regularized Least Squares for Dimensionality Reduction of Large-Scale Data. - Xiaowei Zhang 002; Li Cheng 001; Delin Chu; Li-Zhi Liao; Michael K. Ng 001; Roger C. E. Tan (SIAM J. Sci. Comput., 2016)

A Graph-Theoretical Approach for Tracing Filamentary Structures in Neuronal and Retinal Images. - Jaydeep De; Li Cheng 001; Xiaowei Zhang 002; Feng Lin 002; Huiqi Li; Kok Haur Ong; Weimiao Yu; Yuanhong Yu 002; Sohail Ahmed (IEEE Trans. Medical Imaging, 2016)

Sparse Uncorrelated Linear Discriminant Analysis for Undersampled Problems. - Xiaowei Zhang 002; Delin Chu; Roger C. E. Tan (IEEE Trans. Neural Networks Learn. Syst., 2016)

Multivariate Regression with Grossly Corrupted Observations: A Robust Approach and its Applications. - Xiaowei Zhang 002; Chi Xu 002; Yu Zhang 004; Tingshao Zhu; Li Cheng 001 (CoRR, 2017)

Nonconvex and Nonsmooth Optimization with Generalized Orthogonality Constraints: An Approximate Augmented Lagrangian Method. - Hong Zhu 012; Xiaowei Zhang 002; Delin Chu; Li-Zhi Liao (J. Sci. Comput., 2017)

Segment 2D and 3D Filaments by Learning Structured and Contextual Features. - Lin Gu 003; Xiaowei Zhang 002; He Zhao 002; Huiqi Li; Li Cheng 001 (IEEE Trans. Medical Imaging, 2017)

Transduction on Directed Graphs via Absorbing Random Walks. - Jaydeep De; Xiaowei Zhang 002; Feng Lin 002; Li Cheng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

ℓ0-based sparse canonical correlation analysis with application to cross-language document retrieval. - Jia Cai; Wei Dan; Xiaowei Zhang 002 (Neurocomputing, 2019)

Multivariate Regression with Gross Errors on Manifold-Valued Data. - Xiaowei Zhang 002; Xudong Shi 005; Yu Sun 014; Li Cheng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Semi-Supervised Learning in Medical Images Through Graph-Embedded Random Forest. - Lin Gu 003; Xiaowei Zhang 002; Shaodi You; Shen Zhao; Zhenzhong Liu; Tatsuya Harada (Frontiers Neuroinformatics, 2020)

Least Squares Approximation via Sparse Subsampled Randomized Hadamard Transform. - Dan Teng; Xiaowei Zhang 002; Li Cheng 001; Delin Chu (IEEE Trans. Big Data, 2022)