Edit Profile (opens in new tab) Liu, Han Co-Author Distance Author ID: liu.han Published as: Liu, Han Documents Indexed: 135 Publications since 2001, including 18 Additional arXiv Preprints 4 Further Contributions Co-Authors: 162 Co-Authors with 136 Joint Publications 4,805 Co-Co-Authors all top 5 Co-Authors 1 single-authored 13 Fan, Jianqing 12 Han, Fang 12 Lu, Junwei 12 Zhang, Tong 11 Zhao, Tuo 8 Ning, Yang 7 Lafferty, John D. 7 Wang, Zhaoran 6 Dai, Mimi 6 Fang, Ethan X. 6 Wasserman, Larry Alan 5 Kolar, Mladen 5 Li, Xingguo 5 Liu, Ding 5 Neykov, Matey 5 Tan, Kean Ming 4 Arora, Raman 4 Cheng, Guang 4 Critchley, Frank 4 He, Wei 4 Liu, Jiping 4 Liu, Xiaojing 4 Ma, Ji 4 Mateu, Jorge 4 Wang, Lie 4 Wu, Xiangyao 4 Yang, Zhuoran 4 Yuan, Xiaoming 4 Zhang, Xiaoru 3 Coad, D. Stephen 3 Haupt, Jarvis D. 3 He, Bingsheng 3 Li, Hong 3 Linton, Oliver Bruce 3 Vanderbei, Robert Joseph 3 Wang, Mengdi 3 Zhang, Siqi 3 Zhang, Xianchao 3 Zhang, Xiaotong 3 Zhao, Tianqi 3 Zhu, Ziwei 2 Başar, Tamer 2 Battey, Heather S. 2 Caffo, Brian S. 2 Fine, Jason Peter 2 He, Yihan 2 Holzmann, Hajo 2 Hong, Mingyi 2 Ke, Zheng Tracy 2 Lau, Tim Tsz-Kit 2 Liang, Yu 2 Liao, Yuan 2 Lin, Kevin Z. 2 Lu, Jing-Bin 2 Nguyen, Dao 2 Pang, Haotian 2 Porcu, Emilio 2 Roeder, Kathryn 2 Rosenblum, Michael G. 2 Samworth, Richard J. 2 Shen, Lian 2 Sun, Qiang 2 Wang, Weichen 2 Wu, Jinxin 2 Xi, Xiaoyong 2 Xiao, Zuoli 2 Zhang, Kaiqing 2 Zhang, Xinsheng 2 Zhou, Cheng 2 Zhou, Wenxin 2 Zou, Hui 1 Ahmad, Amir A. 1 Almgren, Ann S. 1 Arbel, Julyan 1 Arjas, Elja 1 Aston, John A. D. 1 Bailey, Natalia 1 Bao, Le 1 Beskos, Alexandros 1 Bevilacqua, Moreno 1 Bhalla, Amneet Pal Singh 1 Bigot, Jéremie 1 Bose, Koushiki 1 Bouveyron, Charles 1 Casarin, Roberto 1 Castro, Daniela 1 Chao, Shih-Kang 1 Chen, Shizhe 1 Chen, Shu 1 Chen, YiNing 1 Chopin, Nicolas 1 Christensen, H. M. 1 Cocea, Mihaela 1 Cook, Ralph Dennis 1 Crudu, Federico 1 Dang, Wei 1 Davies, Patrick Laurie 1 Dawid, Philip 1 de Carvalho, Miguel 1 Demetrescu, Matei ...and 241 more Co-Authors all top 5 Serials 14 Journal of Machine Learning Research (JMLR) 13 The Annals of Statistics 11 Journal of the Royal Statistical Society. Series B. Statistical Methodology 6 Journal of the American Statistical Association 5 Mathematical Programming. Series A. Series B 4 IEEE Transactions on Information Theory 4 Biometrika 3 Control Theory & Applications 2 International Journal of Theoretical Physics 2 Journal of Fluid Mechanics 2 IEEE Transactions on Automatic Control 2 Information Sciences 2 Topology and its Applications 2 Statistical Science 2 Neural Networks 2 Bernoulli 2 IEEE Transactions on Image Processing 2 Electronic Journal of Statistics 2 Mathematical Programming Computation 1 International Journal of Modern Physics B 1 Journal of Computational Physics 1 Physica A 1 ZAMP. Zeitschrift für angewandte Mathematik und Physik 1 Biometrics 1 Journal of Differential Equations 1 Journal of Econometrics 1 Results in Mathematics 1 Journal of Sichuan University. Natural Science Edition 1 Chinese Annals of Mathematics. Series A 1 Journal of Wuhan University. Natural Science Edition 1 Journal of Nanjing University. Mathematical Biquarterly 1 Journal of Shanghai Jiaotong University (Chinese Edition) 1 Neural Computation 1 Journal de Mathématiques Pures et Appliquées. Neuvième Série 1 SIAM Journal on Optimization 1 Science in China. Series E 1 Mathematical Problems in Engineering 1 Mathematics and Mechanics of Solids 1 Journal of Nanjing Normal University. Natural Science Edition 1 The Econometrics Journal 1 Journal of Mathematical Fluid Mechanics 1 IEEE Transactions on Antennas and Propagation 1 Quantitative Finance 1 Acta Mathematica Scientia. Series A. (Chinese Edition) 1 Communications on Pure and Applied Analysis 1 Journal of Systems Engineering 1 Acta Mathematica Sinica. Chinese Series 1 Journal of Modern Dynamics 1 The Annals of Applied Statistics 1 Advances in Applied Mathematics and Mechanics 1 Fuzzy Systems and Mathematics 1 Information and Inference 1 Quantum Studies: Mathematics and Foundations 1 International Journal of Systems Science. Principles and Applications of Systems and Integration all top 5 Fields 72 Statistics (62-XX) 18 Computer science (68-XX) 15 Operations research, mathematical programming (90-XX) 10 Fluid mechanics (76-XX) 9 Numerical analysis (65-XX) 9 Information and communication theory, circuits (94-XX) 8 Partial differential equations (35-XX) 5 Order, lattices, ordered algebraic structures (06-XX) 5 General topology (54-XX) 5 Systems theory; control (93-XX) 4 Combinatorics (05-XX) 4 Mechanics of deformable solids (74-XX) 4 Quantum theory (81-XX) 4 Biology and other natural sciences (92-XX) 3 Category theory; homological algebra (18-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Probability theory and stochastic processes (60-XX) 2 Optics, electromagnetic theory (78-XX) 2 Statistical mechanics, structure of matter (82-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Several complex variables and analytic spaces (32-XX) 1 Differential geometry (53-XX) 1 Geophysics (86-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 87 Publications have been cited 1,351 times in 1,011 Documents Cited by ▼ Year ▼ Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138 Fan, Jianqing; Liao, Yuan; Mincheva, Martina 199 2013 The nonparanormal: semiparametric estimation of high dimensional undirected graphs. Zbl 1235.62035 Liu, Han; Lafferty, John; Wasserman, Larry 105 2009 High-dimensional semiparametric Gaussian copula graphical models. Zbl 1297.62073 Liu, Han; Han, Fang; Yuan, Ming; Lafferty, John; Wasserman, Larry 97 2012 Sparse additive models. Zbl 1411.62107 Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry 93 2009 Multiscale change point inference. With discussion and authors’ reply. Zbl 1411.62065 Frick, Klaus; Munk, Axel; Sieling, Hannes 84 2014 A general theory of hypothesis tests and confidence regions for sparse high dimensional models. Zbl 1364.62128 Ning, Yang; Liu, Han 81 2017 Distributed testing and estimation under sparse high dimensional models. Zbl 1392.62060 Battey, Heather; Fan, Jianqing; Liu, Han; Lu, Junwei; Zhu, Ziwei 73 2018 A strictly contractive Peaceman-Rachford splitting method for convex programming. Zbl 1327.90210 He, Bingsheng; Liu, Han; Wang, Zhaoran; Yuan, Xiaoming 69 2014 A partially linear framework for massive heterogeneous data. Zbl 1358.62050 Zhao, Tianqi; Cheng, Guang; Liu, Han 54 2016 An overview of the estimation of large covariance and precision matrices. Zbl 1521.62083 Fan, Jianqing; Liao, Yuan; Liu, Han 50 2016 Optimal computational and statistical rates of convergence for sparse nonconvex learning problems. Zbl 1302.62066 Wang, Zhaoran; Liu, Han; Zhang, Tong 40 2014 Generalized alternating direction method of multipliers: new theoretical insights and applications. Zbl 1353.90110 Fang, Ethan X.; He, Bingsheng; Liu, Han; Yuan, Xiaoming 40 2015 The huge package for high-dimensional undirected graph estimation in R. Zbl 1283.68311 Zhao, Tuo; Liu, Han; Roeder, Kathryn; Lafferty, John; Wasserman, Larry 40 2012 Of quantiles and expectiles: consistent scoring functions, Choquet representations and forecast rankings. With discussion and authors’ reply. Zbl 1414.62038 Ehm, Werner; Gneiting, Tilmann; Jordan, Alexander; Krüger, Fabian 40 2016 Stochastic compositional gradient descent: algorithms for minimizing compositions of expected-value functions. Zbl 1356.90099 Wang, Mengdi; Fang, Ethan X.; Liu, Han 35 2017 Sequential quasi Monte Carlo. With discussion and authors’ reply. Zbl 1414.62109 Gerber, Mathieu; Chopin, Nicolas 32 2015 Provable sparse tensor decomposition. Zbl 1411.62158 Sun, Will Wei; Lu, Junwei; Liu, Han; Cheng, Guang 31 2017 A direct estimation of high dimensional stationary vector autoregressions. Zbl 1351.62165 Han, Fang; Lu, Huanran; Liu, Han 30 2015 A unified theory of confidence regions and testing for high-dimensional estimating equations. Zbl 1403.62101 Neykov, Matey; Ning, Yang; Liu, Jun S.; Liu, Han 27 2018 A new perspective on robust \(M\)-estimation: finite sample theory and applications to dependence-adjusted multiple testing. Zbl 1409.62154 Zhou, Wen-Xin; Bose, Koushiki; Fan, Jianqing; Liu, Han 24 2018 Testing and confidence intervals for high dimensional proportional hazards models. Zbl 1380.62240 Fang, Ethan X.; Ning, Yang; Liu, Han 23 2017 Distribution-free tests of independence in high dimensions. Zbl 07072330 Han, Fang; Chen, Shizhe; Liu, Han 22 2017 I-LAMM for sparse learning: simultaneous control of algorithmic complexity and statistical error. Zbl 1392.62215 Fan, Jianqing; Liu, Han; Sun, Qiang; Zhang, Tong 21 2018 Large covariance estimation through elliptical factor models. Zbl 1402.62124 Fan, Jianqing; Liu, Han; Wang, Weichen 21 2018 Scale-invariant sparse PCA on high-dimensional meta-elliptical data. Zbl 1367.62185 Han, Fang; Liu, Han 17 2014 The flare package for high dimensional linear regression and precision matrix estimation in R. Zbl 1337.62007 Li, Xingguo; Zhao, Tuo; Yuan, Xiaoming; Liu, Han 17 2015 CODA: high dimensional copula discriminant analysis. Zbl 1320.62145 Han, Fang; Zhao, Tuo; Liu, Han 17 2013 High dimensional semiparametric latent graphical model for mixed data. Zbl 1414.62179 Fan, Jianqing; Liu, Han; Ning, Yang; Zou, Hui 17 2017 Forest density estimation. Zbl 1280.62045 Liu, Han; Xu, Min; Gu, Haijie; Gupta, Anupam; Lafferty, John; Wasserman, Larry 16 2011 Joint estimation of multiple graphical models from high dimensional time series. Zbl 1414.62379 Qiu, Huitong; Han, Fang; Liu, Han; Caffo, Brian 16 2016 Statistical analysis of latent generalized correlation matrix estimation in transelliptical distribution. Zbl 1359.62186 Han, Fang; Liu, Han 14 2017 TIGER: A tuning-insensitive approach for optimally estimating Gaussian graphical models. Zbl 1395.62007 Liu, Han; Wang, Lie 14 2017 Symmetry, saddle points, and global optimization landscape of nonconvex matrix factorization. Zbl 1432.90123 Li, Xingguo; Lu, Junwei; Arora, Raman; Haupt, Jarvis; Liu, Han; Wang, Zhaoran; Zhao, Tuo 14 2019 The FASTCLIME package for linear programming and large-scale precision matrix estimation in R. Zbl 1318.90002 Pang, Haotian; Liu, Han; Vanderbei, Robert 13 2014 ECA: high-dimensional elliptical component analysis in non-Gaussian distributions. Zbl 1398.62153 Han, Fang; Liu, Han 13 2018 Long time behavior of solutions to the 3D Hall-magneto-hydrodynamics system with one diffusion. Zbl 1412.35248 Dai, Mimi; Liu, Han 12 2019 Pathwise coordinate optimization for sparse learning: algorithm and theory. Zbl 1416.62413 Zhao, Tuo; Liu, Han; Zhang, Tong 10 2018 Sparse generalized eigenvalue problem: optimal statistical rates via truncated Rayleigh flow. Zbl 1407.62212 Tan, Kean Ming; Wang, Zhaoran; Liu, Han; Zhang, Tong 10 2018 A convex formulation for high-dimensional sparse sliced inverse regression. Zbl 1506.62285 Tan, Kean Ming; Wang, Zhaoran; Zhang, Tong; Liu, Han; Cook, R. Dennis 10 2018 High-dimensional semiparametric bigraphical models. Zbl 1284.62327 Ning, Yang; Liu, Han 9 2013 Calibrated multivariate regression with application to neural semantic basis discovery. Zbl 1351.62135 Liu, Han; Wang, Lie; Zhao, Tuo 8 2015 Sparse nonparametric graphical models. Zbl 1331.62219 Lafferty, John; Liu, Han; Wasserman, Larry 8 2012 QUADRO: a supervised dimension reduction method via Rayleigh quotient optimization. Zbl 1317.62054 Fan, Jianqing; Ke, Zheng Tracy; Liu, Han; Xia, Lucy 8 2015 Optimal feature selection in high-dimensional discriminant analysis. Zbl 1359.62250 Kolar, Mladen; Liu, Han 7 2015 Calibrated precision matrix estimation for high-dimensional elliptical distributions. Zbl 1359.62194 Zhao, Tuo; Liu, Han 7 2014 On faster convergence of cyclic block coordinate descent-type methods for strongly convex minimization. Zbl 1404.68112 Li, Xingguo; Zhao, Tuo; Arora, Raman; Liu, Han; Hong, Mingyi 7 2018 Near-optimal stochastic approximation for online principal component estimation. Zbl 1414.62214 Li, Chris Junchi; Wang, Mengdi; Liu, Han; Zhang, Tong 6 2018 Replicates in high dimensions, with applications to latent variable graphical models. Zbl 1506.62322 Tan, Kean Ming; Ning, Yang; Witten, Daniela M.; Liu, Han 6 2016 Optimal, two-stage, adaptive enrichment designs for randomized trials, using sparse linear programming. Zbl 07554772 Rosenblum, Michael; Fang, Ethan X.; Liu, Han 6 2020 Max-norm optimization for robust matrix recovery. Zbl 1414.90265 Fang, Ethan X.; Liu, Han; Toh, Kim-Chuan; Zhou, Wen-Xin 5 2018 Application of the strictly contractive Peaceman-Rachford splitting method to multi-block separable convex programming. Zbl 1372.65172 He, Bingsheng; Liu, Han; Lu, Juwei; Yuan, Xiaoming 5 2016 Refined modelling of the single-mode cylindrical Richtmyer-Meshkov instability. Zbl 1461.76341 Wu, Jinxin; Liu, Han; Xiao, Zuoli 5 2021 Combinatorial inference for graphical models. Zbl 1431.62072 Neykov, Matey; Lu, Junwei; Liu, Han 5 2019 Optimal tests of treatment effects for the overall population and two subpopulations in randomized trials, using sparse linear programming. Zbl 1368.62291 Rosenblum, Michael; Liu, Han; Yen, En-Hsu 4 2014 Kernel meets sieve: post-regularization confidence bands for sparse additive model. Zbl 1453.62476 Lu, Junwei; Kolar, Mladen; Liu, Han 4 2020 Exploring the evolutionary mechanism of complex supply chain systems using evolving hypergraphs. Zbl 1514.90025 Suo, Qi; Guo, Jin-Li; Sun, Shiwei; Liu, Han 4 2018 A likelihood ratio framework for high-dimensional semiparametric regression. Zbl 1390.62066 Ning, Yang; Zhao, Tianqi; Liu, Han 3 2017 Revisiting compressed sensing: exploiting the efficiency of simplex and sparsification methods. Zbl 1353.65057 Vanderbei, Robert; Lin, Kevin; Liu, Han; Wang, Lie 3 2016 Robust ellipse fitting based on sparse combination of data points. Zbl 1373.94248 Liang, Junli; Zhang, Miaohua; Liu, Ding; Zeng, Xianju; Ojowu, Ode jun.; Zhao, Kexin; Li, Zhan; Liu, Han 3 2013 Sparse median graphs estimation in a high-dimensional semiparametric model. Zbl 1391.62128 Han, Fang; Han, Xiaoyan; Liu, Han; Caffo, Brian 3 2016 Robust inference of risks of large portfolios. Zbl 1443.62149 Fan, Jianqing; Han, Fang; Liu, Han; Vickers, Byron 3 2016 On semiparametric exponential family graphical models. Zbl 1412.62102 Yang, Zhuoran; Ning, Yang; Liu, Han 3 2018 Blessing of massive scale: spatial graphical model estimation with a total cardinality constraint approach. Zbl 07073548 Fang, Ethan X.; Liu, Han; Wang, Mengdi 3 2019 Generalized frames and quotients of generalized frames. Zbl 1142.06307 Liu, Han; He, Wei 2 2007 Gearbox fault diagnosis of rolling mills using multiwavelet sliding window neighboring coefficient denoising and optimal blind deconvolution. Zbl 1422.74050 Yuan, Jing; He, ZhengJia; Zi, YanYang; Liu, Han 2 2009 Lawson compactness on function spaces of domains. Zbl 1191.06004 Liu, Bin; Xi, Xiaoyong; Liu, Han 2 2010 The nonlinear Jaynes-Cummings model for the multiphoton transition. Zbl 1387.81402 Liu, Xiao-Jing; Lu, Jing-Bin; Zhang, Si-Qi; Liu, Ji-Ping; Li, Hong; Liang, Yu; Ma, Ji; Weng, Yi-Jiao; Zhang, Qi-Rui; Liu, Han; Zhang, Xiao-Ru; Wu, Xiang-Yao 2 2018 Graph estimation from multi-attribute data. Zbl 1319.62113 Kolar, Mladen; Liu, Han; Xing, Eric P. 2 2014 Linear damping and depletion in flowing plasma with strong sheared magnetic fields. Zbl 1481.35335 Liu, Han; Masmoudi, Nader; Zhai, Cuili; Zhao, Weiren 2 2022 Property testing in high-dimensional Ising models. Zbl 1432.62039 Neykov, Matey; Liu, Han 2 2019 An extreme-value approach for testing the equality of large U-statistic based correlation matrices. Zbl 1431.62242 Zhou, Cheng; Han, Fang; Zhang, Xin-Sheng; Liu, Han 2 2019 On uniqueness and helicity conservation of weak solutions to the electron-MHD system. Zbl 1491.35333 Dai, Mimi; Krol, Jacob; Liu, Han 2 2022 On well-posedness of generalized Hall-magneto-hydrodynamics. Zbl 1492.35221 Dai, Mimi; Liu, Han 2 2022 A consistent adaptive level set framework for incompressible two-phase flows with high density ratios and high Reynolds numbers. Zbl 07660335 Zeng, Yadong; Liu, Han; Gao, Qiang; Almgren, Ann; Bhalla, Amneet Pal Singh; Shen, Lian 2 2023 Robust scatter matrix estimation for high dimensional distributions with heavy tail. Zbl 1486.62164 Lu, Junwei; Han, Fang; Liu, Han 2 2021 Research on system coherence evolution of different environmental models. Zbl 1391.81223 Zhang, Si-Qi; Lu, Jing-Bin; Li, Hong; Liu, Ji-Ping; Zhang, Xiao-Ru; Liu, Han; Liang, Yu; Ma, Ji; Liu, Xiao-Jing; Wu, Xiang-Yao 2 2018 A semiparametric graphical modelling approach for large-scale equity selection. Zbl 1468.91150 Liu, Han; Mulvey, John; Zhao, Tianqi 2 2016 Post-regularization inference for time-varying nonparanormal graphical models. Zbl 1473.62198 Lu, Junwei; Kolar, Mladen; Liu, Han 2 2018 Efficient, certifiably optimal clustering with applications to latent variable graphical models. Zbl 1415.90072 Eisenach, Carson; Liu, Han 2 2019 An efficient method to estimate labelled sample size for transductive LDA(QDA/MDA) based on Bayes risk. Zbl 1132.68574 Liu, Han; Yuan, Xiaobin; Tang, Qianying; Kustra, Rafal 1 2004 Folding deformation modeling and simulation of 4D printed bilayer structures considering the thickness ratio. Zbl 1446.74172 Liu, Zhenyu; Liu, Han; Duan, Guifang; Tan, Jianrong 1 2020 Agnostic estimation for phase retrieval. Zbl 1510.94058 Neykov, Matey; Wang, Zhaoran; Liu, Han 1 2020 Covariance-based sample selection for heterogeneous data: applications to gene expression and autism risk gene detection. Zbl 1457.62227 Lin, Kevin Z.; Liu, Han; Roeder, Kathryn 1 2021 Low modes regularity criterion for a chemotaxis-Navier-Stokes system. Zbl 1433.76032 Dai, Mimi; Liu, Han 1 2020 Possible world based consistency learning model for clustering and classifying uncertain data. Zbl 1434.68424 Liu, Han; Zhang, Xianchao; Zhang, Xiaotong 1 2018 Layer-wise learning strategy for nonparametric tensor product smoothing spline regression and graphical models. Zbl 1434.68459 Tan, Kean Ming; Lu, Junwei; Zhang, Tong; Liu, Han 1 2019 Heterogeneity adjustment with applications to graphical model inference. Zbl 1409.62124 Fan, Jianqing; Liu, Han; Wang, Weichen; Zhu, Ziwei 1 2018 A consistent adaptive level set framework for incompressible two-phase flows with high density ratios and high Reynolds numbers. Zbl 07660335 Zeng, Yadong; Liu, Han; Gao, Qiang; Almgren, Ann; Bhalla, Amneet Pal Singh; Shen, Lian 2 2023 Linear damping and depletion in flowing plasma with strong sheared magnetic fields. Zbl 1481.35335 Liu, Han; Masmoudi, Nader; Zhai, Cuili; Zhao, Weiren 2 2022 On uniqueness and helicity conservation of weak solutions to the electron-MHD system. Zbl 1491.35333 Dai, Mimi; Krol, Jacob; Liu, Han 2 2022 On well-posedness of generalized Hall-magneto-hydrodynamics. Zbl 1492.35221 Dai, Mimi; Liu, Han 2 2022 Refined modelling of the single-mode cylindrical Richtmyer-Meshkov instability. Zbl 1461.76341 Wu, Jinxin; Liu, Han; Xiao, Zuoli 5 2021 Robust scatter matrix estimation for high dimensional distributions with heavy tail. Zbl 1486.62164 Lu, Junwei; Han, Fang; Liu, Han 2 2021 Covariance-based sample selection for heterogeneous data: applications to gene expression and autism risk gene detection. Zbl 1457.62227 Lin, Kevin Z.; Liu, Han; Roeder, Kathryn 1 2021 Optimal, two-stage, adaptive enrichment designs for randomized trials, using sparse linear programming. Zbl 07554772 Rosenblum, Michael; Fang, Ethan X.; Liu, Han 6 2020 Kernel meets sieve: post-regularization confidence bands for sparse additive model. Zbl 1453.62476 Lu, Junwei; Kolar, Mladen; Liu, Han 4 2020 Folding deformation modeling and simulation of 4D printed bilayer structures considering the thickness ratio. Zbl 1446.74172 Liu, Zhenyu; Liu, Han; Duan, Guifang; Tan, Jianrong 1 2020 Agnostic estimation for phase retrieval. Zbl 1510.94058 Neykov, Matey; Wang, Zhaoran; Liu, Han 1 2020 Low modes regularity criterion for a chemotaxis-Navier-Stokes system. Zbl 1433.76032 Dai, Mimi; Liu, Han 1 2020 Symmetry, saddle points, and global optimization landscape of nonconvex matrix factorization. Zbl 1432.90123 Li, Xingguo; Lu, Junwei; Arora, Raman; Haupt, Jarvis; Liu, Han; Wang, Zhaoran; Zhao, Tuo 14 2019 Long time behavior of solutions to the 3D Hall-magneto-hydrodynamics system with one diffusion. Zbl 1412.35248 Dai, Mimi; Liu, Han 12 2019 Combinatorial inference for graphical models. Zbl 1431.62072 Neykov, Matey; Lu, Junwei; Liu, Han 5 2019 Blessing of massive scale: spatial graphical model estimation with a total cardinality constraint approach. Zbl 07073548 Fang, Ethan X.; Liu, Han; Wang, Mengdi 3 2019 Property testing in high-dimensional Ising models. Zbl 1432.62039 Neykov, Matey; Liu, Han 2 2019 An extreme-value approach for testing the equality of large U-statistic based correlation matrices. Zbl 1431.62242 Zhou, Cheng; Han, Fang; Zhang, Xin-Sheng; Liu, Han 2 2019 Efficient, certifiably optimal clustering with applications to latent variable graphical models. Zbl 1415.90072 Eisenach, Carson; Liu, Han 2 2019 Layer-wise learning strategy for nonparametric tensor product smoothing spline regression and graphical models. Zbl 1434.68459 Tan, Kean Ming; Lu, Junwei; Zhang, Tong; Liu, Han 1 2019 Distributed testing and estimation under sparse high dimensional models. Zbl 1392.62060 Battey, Heather; Fan, Jianqing; Liu, Han; Lu, Junwei; Zhu, Ziwei 73 2018 A unified theory of confidence regions and testing for high-dimensional estimating equations. Zbl 1403.62101 Neykov, Matey; Ning, Yang; Liu, Jun S.; Liu, Han 27 2018 A new perspective on robust \(M\)-estimation: finite sample theory and applications to dependence-adjusted multiple testing. Zbl 1409.62154 Zhou, Wen-Xin; Bose, Koushiki; Fan, Jianqing; Liu, Han 24 2018 I-LAMM for sparse learning: simultaneous control of algorithmic complexity and statistical error. Zbl 1392.62215 Fan, Jianqing; Liu, Han; Sun, Qiang; Zhang, Tong 21 2018 Large covariance estimation through elliptical factor models. Zbl 1402.62124 Fan, Jianqing; Liu, Han; Wang, Weichen 21 2018 ECA: high-dimensional elliptical component analysis in non-Gaussian distributions. Zbl 1398.62153 Han, Fang; Liu, Han 13 2018 Pathwise coordinate optimization for sparse learning: algorithm and theory. Zbl 1416.62413 Zhao, Tuo; Liu, Han; Zhang, Tong 10 2018 Sparse generalized eigenvalue problem: optimal statistical rates via truncated Rayleigh flow. Zbl 1407.62212 Tan, Kean Ming; Wang, Zhaoran; Liu, Han; Zhang, Tong 10 2018 A convex formulation for high-dimensional sparse sliced inverse regression. Zbl 1506.62285 Tan, Kean Ming; Wang, Zhaoran; Zhang, Tong; Liu, Han; Cook, R. Dennis 10 2018 On faster convergence of cyclic block coordinate descent-type methods for strongly convex minimization. Zbl 1404.68112 Li, Xingguo; Zhao, Tuo; Arora, Raman; Liu, Han; Hong, Mingyi 7 2018 Near-optimal stochastic approximation for online principal component estimation. Zbl 1414.62214 Li, Chris Junchi; Wang, Mengdi; Liu, Han; Zhang, Tong 6 2018 Max-norm optimization for robust matrix recovery. Zbl 1414.90265 Fang, Ethan X.; Liu, Han; Toh, Kim-Chuan; Zhou, Wen-Xin 5 2018 Exploring the evolutionary mechanism of complex supply chain systems using evolving hypergraphs. Zbl 1514.90025 Suo, Qi; Guo, Jin-Li; Sun, Shiwei; Liu, Han 4 2018 On semiparametric exponential family graphical models. Zbl 1412.62102 Yang, Zhuoran; Ning, Yang; Liu, Han 3 2018 The nonlinear Jaynes-Cummings model for the multiphoton transition. Zbl 1387.81402 Liu, Xiao-Jing; Lu, Jing-Bin; Zhang, Si-Qi; Liu, Ji-Ping; Li, Hong; Liang, Yu; Ma, Ji; Weng, Yi-Jiao; Zhang, Qi-Rui; Liu, Han; Zhang, Xiao-Ru; Wu, Xiang-Yao 2 2018 Research on system coherence evolution of different environmental models. Zbl 1391.81223 Zhang, Si-Qi; Lu, Jing-Bin; Li, Hong; Liu, Ji-Ping; Zhang, Xiao-Ru; Liu, Han; Liang, Yu; Ma, Ji; Liu, Xiao-Jing; Wu, Xiang-Yao 2 2018 Post-regularization inference for time-varying nonparanormal graphical models. Zbl 1473.62198 Lu, Junwei; Kolar, Mladen; Liu, Han 2 2018 Possible world based consistency learning model for clustering and classifying uncertain data. Zbl 1434.68424 Liu, Han; Zhang, Xianchao; Zhang, Xiaotong 1 2018 Heterogeneity adjustment with applications to graphical model inference. Zbl 1409.62124 Fan, Jianqing; Liu, Han; Wang, Weichen; Zhu, Ziwei 1 2018 A general theory of hypothesis tests and confidence regions for sparse high dimensional models. Zbl 1364.62128 Ning, Yang; Liu, Han 81 2017 Stochastic compositional gradient descent: algorithms for minimizing compositions of expected-value functions. Zbl 1356.90099 Wang, Mengdi; Fang, Ethan X.; Liu, Han 35 2017 Provable sparse tensor decomposition. Zbl 1411.62158 Sun, Will Wei; Lu, Junwei; Liu, Han; Cheng, Guang 31 2017 Testing and confidence intervals for high dimensional proportional hazards models. Zbl 1380.62240 Fang, Ethan X.; Ning, Yang; Liu, Han 23 2017 Distribution-free tests of independence in high dimensions. Zbl 07072330 Han, Fang; Chen, Shizhe; Liu, Han 22 2017 High dimensional semiparametric latent graphical model for mixed data. Zbl 1414.62179 Fan, Jianqing; Liu, Han; Ning, Yang; Zou, Hui 17 2017 Statistical analysis of latent generalized correlation matrix estimation in transelliptical distribution. Zbl 1359.62186 Han, Fang; Liu, Han 14 2017 TIGER: A tuning-insensitive approach for optimally estimating Gaussian graphical models. Zbl 1395.62007 Liu, Han; Wang, Lie 14 2017 A likelihood ratio framework for high-dimensional semiparametric regression. Zbl 1390.62066 Ning, Yang; Zhao, Tianqi; Liu, Han 3 2017 A partially linear framework for massive heterogeneous data. Zbl 1358.62050 Zhao, Tianqi; Cheng, Guang; Liu, Han 54 2016 An overview of the estimation of large covariance and precision matrices. Zbl 1521.62083 Fan, Jianqing; Liao, Yuan; Liu, Han 50 2016 Of quantiles and expectiles: consistent scoring functions, Choquet representations and forecast rankings. With discussion and authors’ reply. Zbl 1414.62038 Ehm, Werner; Gneiting, Tilmann; Jordan, Alexander; Krüger, Fabian 40 2016 Joint estimation of multiple graphical models from high dimensional time series. Zbl 1414.62379 Qiu, Huitong; Han, Fang; Liu, Han; Caffo, Brian 16 2016 Replicates in high dimensions, with applications to latent variable graphical models. Zbl 1506.62322 Tan, Kean Ming; Ning, Yang; Witten, Daniela M.; Liu, Han 6 2016 Application of the strictly contractive Peaceman-Rachford splitting method to multi-block separable convex programming. Zbl 1372.65172 He, Bingsheng; Liu, Han; Lu, Juwei; Yuan, Xiaoming 5 2016 Revisiting compressed sensing: exploiting the efficiency of simplex and sparsification methods. Zbl 1353.65057 Vanderbei, Robert; Lin, Kevin; Liu, Han; Wang, Lie 3 2016 Sparse median graphs estimation in a high-dimensional semiparametric model. Zbl 1391.62128 Han, Fang; Han, Xiaoyan; Liu, Han; Caffo, Brian 3 2016 Robust inference of risks of large portfolios. Zbl 1443.62149 Fan, Jianqing; Han, Fang; Liu, Han; Vickers, Byron 3 2016 A semiparametric graphical modelling approach for large-scale equity selection. Zbl 1468.91150 Liu, Han; Mulvey, John; Zhao, Tianqi 2 2016 Generalized alternating direction method of multipliers: new theoretical insights and applications. Zbl 1353.90110 Fang, Ethan X.; He, Bingsheng; Liu, Han; Yuan, Xiaoming 40 2015 Sequential quasi Monte Carlo. With discussion and authors’ reply. Zbl 1414.62109 Gerber, Mathieu; Chopin, Nicolas 32 2015 A direct estimation of high dimensional stationary vector autoregressions. Zbl 1351.62165 Han, Fang; Lu, Huanran; Liu, Han 30 2015 The flare package for high dimensional linear regression and precision matrix estimation in R. Zbl 1337.62007 Li, Xingguo; Zhao, Tuo; Yuan, Xiaoming; Liu, Han 17 2015 Calibrated multivariate regression with application to neural semantic basis discovery. Zbl 1351.62135 Liu, Han; Wang, Lie; Zhao, Tuo 8 2015 QUADRO: a supervised dimension reduction method via Rayleigh quotient optimization. Zbl 1317.62054 Fan, Jianqing; Ke, Zheng Tracy; Liu, Han; Xia, Lucy 8 2015 Optimal feature selection in high-dimensional discriminant analysis. Zbl 1359.62250 Kolar, Mladen; Liu, Han 7 2015 Multiscale change point inference. With discussion and authors’ reply. Zbl 1411.62065 Frick, Klaus; Munk, Axel; Sieling, Hannes 84 2014 A strictly contractive Peaceman-Rachford splitting method for convex programming. Zbl 1327.90210 He, Bingsheng; Liu, Han; Wang, Zhaoran; Yuan, Xiaoming 69 2014 Optimal computational and statistical rates of convergence for sparse nonconvex learning problems. Zbl 1302.62066 Wang, Zhaoran; Liu, Han; Zhang, Tong 40 2014 Scale-invariant sparse PCA on high-dimensional meta-elliptical data. Zbl 1367.62185 Han, Fang; Liu, Han 17 2014 The FASTCLIME package for linear programming and large-scale precision matrix estimation in R. Zbl 1318.90002 Pang, Haotian; Liu, Han; Vanderbei, Robert 13 2014 Calibrated precision matrix estimation for high-dimensional elliptical distributions. Zbl 1359.62194 Zhao, Tuo; Liu, Han 7 2014 Optimal tests of treatment effects for the overall population and two subpopulations in randomized trials, using sparse linear programming. Zbl 1368.62291 Rosenblum, Michael; Liu, Han; Yen, En-Hsu 4 2014 Graph estimation from multi-attribute data. Zbl 1319.62113 Kolar, Mladen; Liu, Han; Xing, Eric P. 2 2014 Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138 Fan, Jianqing; Liao, Yuan; Mincheva, Martina 199 2013 CODA: high dimensional copula discriminant analysis. Zbl 1320.62145 Han, Fang; Zhao, Tuo; Liu, Han 17 2013 High-dimensional semiparametric bigraphical models. Zbl 1284.62327 Ning, Yang; Liu, Han 9 2013 Robust ellipse fitting based on sparse combination of data points. Zbl 1373.94248 Liang, Junli; Zhang, Miaohua; Liu, Ding; Zeng, Xianju; Ojowu, Ode jun.; Zhao, Kexin; Li, Zhan; Liu, Han 3 2013 High-dimensional semiparametric Gaussian copula graphical models. Zbl 1297.62073 Liu, Han; Han, Fang; Yuan, Ming; Lafferty, John; Wasserman, Larry 97 2012 The huge package for high-dimensional undirected graph estimation in R. Zbl 1283.68311 Zhao, Tuo; Liu, Han; Roeder, Kathryn; Lafferty, John; Wasserman, Larry 40 2012 Sparse nonparametric graphical models. Zbl 1331.62219 Lafferty, John; Liu, Han; Wasserman, Larry 8 2012 Forest density estimation. Zbl 1280.62045 Liu, Han; Xu, Min; Gu, Haijie; Gupta, Anupam; Lafferty, John; Wasserman, Larry 16 2011 Lawson compactness on function spaces of domains. Zbl 1191.06004 Liu, Bin; Xi, Xiaoyong; Liu, Han 2 2010 The nonparanormal: semiparametric estimation of high dimensional undirected graphs. Zbl 1235.62035 Liu, Han; Lafferty, John; Wasserman, Larry 105 2009 Sparse additive models. Zbl 1411.62107 Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry 93 2009 Gearbox fault diagnosis of rolling mills using multiwavelet sliding window neighboring coefficient denoising and optimal blind deconvolution. Zbl 1422.74050 Yuan, Jing; He, ZhengJia; Zi, YanYang; Liu, Han 2 2009 Generalized frames and quotients of generalized frames. Zbl 1142.06307 Liu, Han; He, Wei 2 2007 An efficient method to estimate labelled sample size for transductive LDA(QDA/MDA) based on Bayes risk. Zbl 1132.68574 Liu, Han; Yuan, Xiaobin; Tang, Qianying; Kustra, Rafal 1 2004 all cited Publications top 5 cited Publications all top 5 Cited by 1,900 Authors 33 Liu, Han 23 Fan, Jianqing 16 Li, Lexin 16 Li, Runze 16 Lian, Heng 15 Huang, Jian 13 Yuan, Xiaoming 11 Cai, Tony Tony 11 Han, Fang 10 Shojaie, Ali 10 Sun, Qiang 9 Chen, Xi 9 Fang, Ethan X. 9 He, Yong 9 Lu, Junwei 8 Jiao, Yuling 8 Mai, Qing 8 Ren, Zhao 8 Sun, Min 8 Zhang, Xinsheng 7 Bradic, Jelena 7 Gonçalves, Max L. N. 7 Jian, Jinbao 7 Liu, Yanyan 7 Wang, Kangning 7 Wang, Mengdi 7 Zhang, Tong 7 Zhou, Wen-Xin 6 Cheng, Guang 6 Ghosal, Subhashis 6 He, Bingsheng 6 Kolar, Mladen 6 Li, Min 6 Lin, Yuanyuan 6 Lv, Shaogao 6 Ma, Feng 6 Melo, Jefferson G. 6 Shi, Chengchun 6 Song, Rui 6 Sun, Will Wei 6 Wang, Hansheng 6 Wu, Zhongming 5 Bühlmann, Peter 5 Dai, Mimi 5 Drton, Mathias 5 Gaynanova, Irina 5 Gijbels, Irène 5 Han, Deren 5 Jiang, Binyan 5 Li, Bing 5 Li, Shaomin 5 Li, Xinxin 5 Lim, Johan 5 Liu, Hongcheng 5 Liu, Jing 5 Liu, Yufeng 5 Lu, Wenbin 5 Ma, Yanyuan 5 Ning, Yang 5 Solea, Eftychia 5 Tan, Kean Ming 5 Wang, Lei 5 Wang, Weichen 5 Xia, Yin 5 Xue, Lingzhou 5 Ye, Yinyu 5 Zhang, Haixiang 5 Zheng, Zemin 5 Zhu, Liping 5 Zhu, Ziwei 5 Zou, Hui 4 Antoniadis, Anestis 4 Chen, Li-Pang 4 Claeskens, Gerda 4 Deng, Zhao 4 Jiang, Bai 4 Kang, Lican 4 Li, Quefeng 4 Li, Yang 4 Liang, Hua 4 Lin, Lu 4 Liu, Jin 4 Liu, Pengjie 4 Lu, Xiliang 4 Ma, Shuangge 4 Neykov, Matey 4 Park, Seongoh 4 Pircalabelu, Eugen 4 Purutçuoğlu, Vilda 4 Ruszczyński, Andrzej 4 Shen, Yuan 4 Tsay, Ruey S. 4 Wang, Cheng 4 Wang, Lan 4 Wang, Yiju 4 Wang, Zhaojun 4 Wit, Ernst C. 4 Witten, Daniela M. 4 Wu, Yuanshan 4 Xia, Dong ...and 1,800 more Authors all top 5 Cited in 176 Serials 84 The Annals of Statistics 83 Journal of the American Statistical Association 48 Journal of Multivariate Analysis 48 Computational Statistics and Data Analysis 42 Journal of Machine Learning Research (JMLR) 40 Electronic Journal of Statistics 34 Journal of Econometrics 30 Statistica Sinica 29 Biometrics 21 SIAM Journal on Optimization 21 Statistics and Computing 19 Journal of Statistical Computation and Simulation 19 Journal of Computational and Graphical Statistics 17 Mathematical Programming. Series A. Series B 16 Bernoulli 12 Journal of Computational and Applied Mathematics 12 Journal of Statistical Planning and Inference 12 Statistical Science 11 Statistics & Probability Letters 10 The Annals of Applied Statistics 10 Science China. Mathematics 10 Bayesian Analysis 9 Journal of Optimization Theory and Applications 9 Computational Statistics 9 Computational Optimization and Applications 9 Journal of Inequalities and Applications 9 Journal of Applied Statistics 8 The Canadian Journal of Statistics 8 Scandinavian Journal of Statistics 8 Communications in Statistics. Theory and Methods 7 Applied Mathematics and Computation 7 Journal of Scientific Computing 7 Machine Learning 7 Journal of Global Optimization 7 Journal of Industrial and Management Optimization 6 Annals of the Institute of Statistical Mathematics 6 Communications in Statistics. Simulation and Computation 6 Journal of Business and Economic Statistics 6 Journal of the Operations Research Society of China 5 Physica A 5 Neural Computation 5 Statistical Theory and Related Fields 4 Journal of Fluid Mechanics 4 Statistics 4 International Journal of Computer Mathematics 4 Test 4 Statistical Papers 4 Journal of the Royal Statistical Society. Series B. Statistical Methodology 4 Journal of Applied Mathematics and Computing 4 Statistical Methods and Applications 4 Journal of the Korean Statistical Society 4 SIAM Journal on Imaging Sciences 3 Mathematics of Computation 3 Information Sciences 3 Operations Research 3 SIAM Journal on Numerical Analysis 3 Physica D 3 Optimization 3 European Journal of Operational Research 3 Applied and Computational Harmonic Analysis 3 Journal of Nonparametric Statistics 3 Journal of Mathematical Fluid Mechanics 3 Acta Mathematica Sinica. English Series 3 Econometric Theory 3 Statistical Applications in Genetics and Molecular Biology 3 Analysis and Applications (Singapore) 3 Optimization Letters 3 Journal of Statistical Theory and Practice 3 Sankhyā. Series A 3 Japanese Journal of Statistics and Data Science 3 SIAM Journal on Mathematics of Data Science 2 International Journal of Theoretical Physics 2 Inverse Problems 2 Journal of Computational Physics 2 Metrika 2 ZAMP. Zeitschrift für angewandte Mathematik und Physik 2 Automatica 2 Calcolo 2 Journal of Differential Equations 2 SIAM Journal on Control and Optimization 2 Journal of Time Series Analysis 2 Journal of Classification 2 Applied Numerical Mathematics 2 Journal of Complexity 2 Econometric Reviews 2 Journal of Theoretical Probability 2 Numerical Algorithms 2 Linear Algebra and its Applications 2 Journal of Mathematical Imaging and Vision 2 Journal of Mathematical Sciences (New York) 2 Computational and Applied Mathematics 2 INFORMS Journal on Computing 2 Mathematical Problems in Engineering 2 Journal of High Energy Physics 2 Brazilian Journal of Probability and Statistics 2 Quantitative Finance 2 Statistics Surveys 2 SMAI Journal of Computational Mathematics 1 Archive for Rational Mechanics and Analysis 1 Communications on Pure and Applied Mathematics ...and 76 more Serials all top 5 Cited in 34 Fields 760 Statistics (62-XX) 172 Operations research, mathematical programming (90-XX) 119 Computer science (68-XX) 113 Numerical analysis (65-XX) 46 Probability theory and stochastic processes (60-XX) 30 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 29 Biology and other natural sciences (92-XX) 27 Calculus of variations and optimal control; optimization (49-XX) 26 Fluid mechanics (76-XX) 24 Information and communication theory, circuits (94-XX) 21 Partial differential equations (35-XX) 19 Linear and multilinear algebra; matrix theory (15-XX) 18 Combinatorics (05-XX) 13 Operator theory (47-XX) 9 Statistical mechanics, structure of matter (82-XX) 8 Systems theory; control (93-XX) 6 Functional analysis (46-XX) 6 Quantum theory (81-XX) 4 Approximations and expansions (41-XX) 3 Optics, electromagnetic theory (78-XX) 2 General and overarching topics; collections (00-XX) 2 Order, lattices, ordered algebraic structures (06-XX) 2 Real functions (26-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Astronomy and astrophysics (85-XX) 1 Algebraic geometry (14-XX) 1 Category theory; homological algebra (18-XX) 1 Ordinary differential equations (34-XX) 1 Convex and discrete geometry (52-XX) 1 General topology (54-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Mechanics of particles and systems (70-XX) 1 Mechanics of deformable solids (74-XX) 1 Geophysics (86-XX) Citations by Year