EMPLOYMENT 9/2003 - 6/2010, Assistant Professor, University of Science and Technology of China. 7/2010 - 6/2018: Associate Professor, Department of Statistics and Finance, USTC. 7/2018-present: Professor, Department of Statistics and Finance, USTC. EDUCATION Ph.D., Statistics, University of Science and Technology of China, 2005. B.S., Finance, University of Science and Technology of China (USTC), 2000. EXPERIENCE 3/2008--5/2008: Research fellow, National University of Singapore, Singapore. 8/2006--8/2007: Guest Researcher, National Institute of Standards and Technology, USA. 8/2014 -- 8/2015: Visting Scholar, University of Wisconsin-Madison.

纵向数据分析、贝叶斯统计、统计学习理论、风险度量中的统计方法等

[期刊任职] 中国科学技术大学学报 , 编委 , 2020-2025 [社会服务] 全国工业统计学教学研究会 , 常务理事 , 2023-2026 [社会服务] 中国现场统计研究会 , 常务理事 , 2022-2026 [社会服务] 中国现场统计研究会资源与环境统计分会 , 常务理事 , 2021-2025 [社会服务] 全国工业统计学教学研究会数字经济与区块链技术协会 , 常务理事 , 2020-2024 [社会服务] 全国工业统计学教学研究会第九届理事会 , 理事 , 2018-2022 [社会服务] 全国工业统计学教学研究会 , 理事 , 2012-2017 [社会服务] 中国现场统计研究会环境与资源统计分会 , 理事 , 2012-2015 [社会服务] 中国商业统计学会 , 理事 , 2009-2014

Simultaneous subgroup identification and variable selection for high dimensional data , Computational Statistics , 2024 , 39: 3181-3205 Joint Network Reconstruction and Community Detec- tion from Rich but Noisy Data , Journal of Computational and Graphical Statistics , 2024 , 33(2): 501-514 Flexible Bayesian Quantile Regression based on the Generalized Asymmetric Huberised-type Distribution , Statistics and Computing , 2024 , 34(5)144 Integrated Subgroup Identification from Multisource Data , Computational Statistics and Data Analysis , 2024 , 193107918 Variable Selection and Subgroup Analysis for High- dimensional Censored Data , Statistical Theory and Related Fields , 2024 , 8(3): 211-231 基于非负矩阵分解的有 向网络半监督社区检测 , 计算机系统应用 , 2024 , 33(1): 49-57 高维Extremile 回归中变量选择的类弹性网惩罚方法 , 中国科学技术大学学报 , 2023 , 53(2): 1-10 Uncovering block structures in large rectangular matrices , Journal of Multivariate Analysis , 2023 , 198 Subgroup Analysis for Longitudinal data via Semiparametric Additive Mixed Effects Model , Journal of Systems Science and Complexity--English Series , 2023 , 36: 2155-2185 时序相依数据的一种基于约束 Cholesky 分解的 简约 Gauss copula 建模方法 , 中国科学：数学 , 2023 , 53(5): 777-790 Spatial rank-based high-dimensional change point detection via random integration , Journal of Multivariate Analysis , 2022 , 189 Regression Estimation for Longitudinal Data with Nonignorable Intermittent Nonresponse and Dropout , Communications in Mathematics and Statistics , 2022 , 10: 383-411 Tail Distortion Risk Measure for Portfolio with Multivariate Regularly Variation , Communications in Mathematics and Statistics , 2022 , 10: 263-285 Partially linear functional quantile regression in a reproducing kernel Hilbert space , Journal of Nonparametric Statistics , 2022 , 34(4): 789-803 Learning block structure in U-statistic based matrices , Biometrika , 2021 , 108(4): 933-946 Penalized high-dimensional M-quantile regression: From L1 to Lp optimization , Canadian Journal of Statistics , 2021 , 49(3): 875-905 Ruin probabilities for the phase-type dual model perturbed by diffusion , Communications in Statistics- Theory and Methods , 2021 , 50(23): 5634-5651 Adaptive banding covariance estimation for high-dimensional multivariate longitudinal data， , Canadian Journal of Statistics , 2021 , 49(3): 906-938 Distributed Partially Linear Additive Models With a High Dimensional Linear Part , IEEE Transactions on Signal and Information Processing over Networks , 2021 , 7: 611-625 A robust homogeneity pursuit algorithm for varying coefficient models with longitudinal data , 中国科学技术大学学报 , 2021 , 51(12): 857-867 A copula-based GLMM model for multivariate longitudinal data with mixed-types of responses , Sankhya-series B-applied and interdisciplinary statistics , 2020 , 82(2): 353-379 Marginal quantile regression for varying coefficient models with longitudinal data , Annals of the Institute of Statistical Mathematics , 2020 , (72): 213-234 Regularized estimation of precision matrix for high-dimensional multivariate longitudinal data , Journal of Multivariate Analysis , 2020 , 176: 104580-1-104580-19 A robust joint modeling approach for longitudinal data with informative dropouts , Computational Statistics , 2020 , (35): 1759-1783 A joint mean-correlation modeling approach for longitudinal zero-inflated count data , Brazilian Journal of Probability and Statistics , 2020 , 34(1): 35-50 Faster convergence rate for functional linear regression in reproducing kernel Hilbert spaces , Statistics , 2020 , 54(1): 167-181 Too connected to fail- Evidence from a Chinese financial risk spillover network. , China & World Economy , 2020 , 28(6): 78-100