Xiaowei Zhang

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 12

Top Topics

Multivariate Regression

Retinal Blood Vessels

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Trans. Medical Imaging

IEEE Trans. Neural Networks Learn. Syst.

Publications

Dan Teng, Xiaowei Zhang, Li Cheng, Delin Chu
Least Squares Approximation via Sparse Subsampled Randomized Hadamard Transform. IEEE Trans. Big Data 8 (2) (2022)
Xiaowei Zhang, Xudong Shi, Yu Sun, Li Cheng
Multivariate Regression with Gross Errors on Manifold-Valued Data. IEEE Trans. Pattern Anal. Mach. Intell. 41 (2) (2019)
Jaydeep De, Xiaowei Zhang, Feng Lin, Li Cheng
Transduction on Directed Graphs via Absorbing Random Walks. IEEE Trans. Pattern Anal. Mach. Intell. 40 (7) (2018)
Lin Gu, Xiaowei Zhang, He Zhao, Huiqi Li, Li Cheng
Segment 2D and 3D Filaments by Learning Structured and Contextual Features. IEEE Trans. Medical Imaging 36 (2) (2017)
Xiaowei Zhang, Chi Xu, Yu Zhang, Tingshao Zhu, Li Cheng
Multivariate Regression with Grossly Corrupted Observations: A Robust Approach and its Applications. CoRR (2017)
Xiaowei Zhang, Xudong Shi, Yu Sun, Li Cheng
Multivariate Regression with Gross Errors on Manifold-valued Data. CoRR (2017)
Hong Zhu, Xiaowei Zhang, Delin Chu, Li-Zhi Liao
Nonconvex and Nonsmooth Optimization with Generalized Orthogonality Constraints: An Approximate Augmented Lagrangian Method. J. Sci. Comput. 72 (1) (2017)
Jaydeep De, Li Cheng, Xiaowei Zhang, Feng Lin, Huiqi Li, Kok Haur Ong, Weimiao Yu, Yuanhong Yu, Sohail Ahmed
A Graph-Theoretical Approach for Tracing Filamentary Structures in Neuronal and Retinal Images. IEEE Trans. Medical Imaging 35 (1) (2016)
Chi Xu, Ashwin Nanjappa, Xiaowei Zhang, Li Cheng
Estimate Hand Poses Efficiently from Single Depth Images. Int. J. Comput. Vis. 116 (1) (2016)
Xiaowei Zhang, Delin Chu, Roger C. E. Tan
Sparse Uncorrelated Linear Discriminant Analysis for Undersampled Problems. IEEE Trans. Neural Networks Learn. Syst. 27 (7) (2016)
Xiaowei Zhang, Li Cheng, Delin Chu, Li-Zhi Liao, Michael K. Ng, Roger C. E. Tan
Incremental Regularized Least Squares for Dimensionality Reduction of Large-Scale Data. SIAM J. Sci. Comput. 38 (3) (2016)
Xiaowei Zhang, Li Cheng, Tingshao Zhu
Robust Multivariate Regression with Grossly Corrupted Observations and Its Application to Personality Prediction. ACML (2015)
Li Cheng, Jaydeep De, Xiaowei Zhang, Feng Lin, Huiqi Li
Tracing Retinal Blood Vessels by Matrix-Forest Theorem of Directed Graphs. MICCAI (1) (2014)
Xiaowei Zhang, Delin Chu
Sparse Uncorrelated Linear Discriminant Analysis. ICML (1) (2013)
Delin Chu, Li-Zhi Liao, Michael K. Ng, Xiaowei Zhang
Sparse Canonical Correlation Analysis: New Formulation and Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 35 (12) (2013)