统计学副教授，2015年12月博士毕业于中山大学。 所受课程 概率论与数理统计(STAT200209), 其他, 3/60 概率论与数理统计(B)(01708215), 其他, 3/60 实用统计软件(STAT300201), 本科, 3/80 数据可视化(ASTA6004P), 专业硕士, 3/60

优化算法的统计推断和统计学习研究、影像遗传学中的大规模数据分析研究等方向。

[社会服务] 中国现场统计研究会旅游大数据分会理事 , 理事 , 2020-2024 [社会服务] 全国工业统计学教学研究会青年统计学家协会 , 理事 , 2019-2023 [社会服务] 中国现场统计研究会统计交叉科学研究分会 , 副秘书长 , 2023-2027 [社会服务] 中国现场统计研究会 , 副秘书长 , 2021-2025

A polynomial algorithm for best-subset selection problem , PNAS (Proceedings of the National Academy of Sciences of the United States of America) , 2020 , 117(52): 33117-33123 Nonparametric two-sample tests of high dimensional mean vectors via random integration , Journal of the American Statistical Association , 2024 , 119(545): 701-714 Simultaneous Dimension Reduction and Variable Selection for Multinomial Logistic Regression , INFORMS Journal on Computing , 2023 , 35(5): 1044-1060 L0 trend filtering , INFORMS Journal on Computing , 2023 , 35(6): 1491-1510 The Effects of Stringent and Mild Interventions for Coronavirus Pandemic , Journal of the American Statistical Association , 2021 , 116(534): 481-491 Stability Approach to Regularization Selection for Reduced-Rank Regression , Journal of Computational and Graphical Statistics , 2023 , 32(3): 974-984 Use of random integration to test equality of high dimensional covariance matrices , Statistica Sinica , 2023 , 33(4): 2359-2380 Communication-efficient estimation for distributed subset selection , Statistics and Computing , 2023 , 33(6): 141-141 Variable selection in additive models via hierarchical sparse penalty , Canadian Journal of Statistics , 2024 , 52(1): 162-194 Subset selection in network-linked data , Journal of Statistical Computation and Simulation , 2022 , 92(11): 2350-2371 BeSS: An R package for best subset selection in linear, logistic and cox proportional hazards models , Journal of statistical software , 2020 , 94(4): 1-24 Co-sparse reduced-rank regression for association analysis between imaging phenotypes and genetic variants , Bioinformatics , 2020 , 36(21): 5214-5222 Genome-wide association studies of brain imaging data via weighted distance correlation , Bioinformatics , 2020 , 36(19): 4942-4950 Copy Number Variation Detection based on Constraint Least Squares , Statistics and Its Interface , 2024 , 17(1): 27-37 Co-sparse Non-negative Matrix Factorization , Frontiers in Neuroscience , 2022 , 15 Risk factors on admission associated with hospital length of stay in patients with COVID-19 a retrospective cohort study , Scientific Reports , 2021 , 11(7310) Association of degree of loss aversion and grey matter volume in superior frontal gyrus by voxel-based morphometry , Brain Imaging and Behavior , 2020 , 14(1): 89-99 Areal summed corneal power shift is an important determinant for axial length elongation in myopic children treated with overnight orthokeratology , British Journal of Ophthalmology , 2019 , 103: 1571-1575 Whole genome association study of brain-wide imaging phenotypes: A study of the ping cohort , Genetic Epidemiology , 2018 , 42(3): 265-275