Colorization by Matrix Completion. - Shusen Wang; Zhihua Zhang 008 (AAAI, 2012)

A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound. - Shusen Wang; Zhihua Zhang 008 (NIPS, 2012)

A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound - Shusen Wang; Zhihua Zhang 008; Jian Li (CoRR, 2012)

Large-Scale Hierarchical Classification via Stochastic Perceptron. - Dehua Liu; Bojun Tu; Hui Qian 001; Zhihua Zhang 008 (AAAI, 2013)

A Concave Conjugate Approach for Nonconvex Penalized Regression with the MCP Penalty. - Shubao Zhang; Hui Qian 001; Wei Chen; Zhihua Zhang 008 (AAAI, 2013)

Nonconvex Relaxation Approaches to Robust Matrix Recovery. - Shusen Wang; Dehua Liu; Zhihua Zhang 008 (IJCAI, 2013)

A Nearly Unbiased Matrix Completion Approach. - Dehua Liu; Tengfei Zhou; Hui Qian 001; Congfu Xu; Zhihua Zhang 008 (ECML/PKDD (2), 2013)

Improving CUR matrix decomposition and the Nyström approximation via adaptive sampling. - Shusen Wang; Zhihua Zhang 008 (J. Mach. Learn. Res., 2013)

An iterative SVM approach to feature selection and classification in high-dimensional datasets. - Dehua Liu; Hui Qian 001; Guang Dai; Zhihua Zhang 008 (Pattern Recognit., 2013)

Exact Subspace Clustering in Linear Time. - Shusen Wang; Bojun Tu; Congfu Xu; Zhihua Zhang 008 (AAAI, 2014)

Using The Matrix Ridge Approximation to Speedup Determinantal Point Processes Sampling Algorithms. - Shusen Wang; Chao Zhang 029; Hui Qian 001; Zhihua Zhang 008 (AAAI, 2014)

Efficient Algorithms and Error Analysis for the Modified Nystrom Method. - Shusen Wang; Zhihua Zhang 008 (AISTATS, 2014)

Making Fisher Discriminant Analysis Scalable. - Bojun Tu; Zhihua Zhang 008; Shusen Wang; Hui Qian 001 (ICML, 2014)

Improving the modified nyström method using spectral shifting. - Shusen Wang; Chao Zhang 029; Hui Qian 001; Zhihua Zhang 008 (KDD, 2014)

Distributed Power-law Graph Computing: Theoretical and Empirical Analysis. - Cong Xie; Ling Yan; Wu-Jun Li; Zhihua Zhang 008 (NIPS, 2014)

S-PowerGraph: Streaming Graph Partitioning for Natural Graphs by Vertex-Cut. - Cong Xie; Wu-Jun Li; Zhihua Zhang 008 (CoRR, 2015)

A New Relaxation Approach to Normalized Hypergraph Cut. - Cong Xie; Wu-Jun Li; Zhihua Zhang 008 (CoRR, 2015)

A Nonconvex Approach for Structured Sparse Learning. - Shubao Zhang; Hui Qian 001; Zhihua Zhang 008 (CoRR, 2015)

Wishart Mechanism for Differentially Private Principal Components Analysis. - Wuxuan Jiang; Cong Xie; Zhihua Zhang 008 (AAAI, 2016)

A Scalable and Extensible Framework for Superposition-Structured Models. - Shenjian Zhao; Cong Xie; Zhihua Zhang 008 (AAAI, 2016)