mgm高梅美线路

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mgm高梅美线路:师资团队Faculty

mgm高梅美线路: 师资团队Faculty

mgm高梅美线路:罗翔宇

职称:副教授、博士生导师(统计与大数据研究院)

研究方向:贝叶斯统计,非参数贝叶斯,统计基因组学,生物信息学,统计计算

联系方式:xiangyuluo@ruc.edu.cn

罗翔宇2018年9月起任职于mgm高梅美线路,现为准聘副教授。他2018年博士毕业于香港中文大学统计系,导师为魏颖颖教授。2014年本科毕业于中国科学技术大学统计与金融系。

罗翔宇的研究兴趣包括贝叶斯统计、非参数贝叶斯、生物信息学、统计计算等。他热衷于开发新的统计模型来解决实际中的生物问题。其具体研究方向包括利用统计图模型构建基因调控或共表达网络、纠正高通量数据中的批次效应、对于批量层次的基因表达或DNA甲基化数据进行去卷积化、发现单细胞分辨率上的个体异质性、空间转录组及多组学数据融合分析等。


详细信息可见罗翔宇的个人网页:https://sites.google.com/view/xiangyuluo


代表论文: (*表示通讯作者,^表示罗翔宇指导的博士mgm高梅美线路)

Yinqiao Yan^, Xiangyu Luo* (2024) Bayesian integrative region segmentation in spatially resolved transcriptomic studies.   Journal of the American Statistical Association . Published online [paper link, software BINRES]

Yinqiao Yan^, Xiangyu Luo* (2023) Bayesian tree-structured two-level clustering for nested data analysis.   Journal of Computational and Graphical Statistics , Volume 32, Issue 3, 1185-1194. [paper link]

Jinge Yu^, Xiangyu Luo* (2022) Identification of cell-type-specific spatially variable genes accounting for excess zeros.   Bioinformatics  , Volume 38, Issue 17, pages 4135-4144 .  [paper link, software CTSV]

Qiuyu Wu^, Xiangyu Luo* (2022) Estimating heterogeneous gene regulatory networks from zero-inflated single-cell expression data.   The Annals of Applied Statistics   .  [paper link, software BLGGM]

Qiuyu Wu^, Xiangyu Luo* (2022) Nonparametric Bayesian two-level clustering for subject-level single-cell expression data.   Statistica Sinica  , Volume 32, Number 4, 1835-1856. [paper link, software SCSC]

Xiangyu Luo, Joel Schwartz, Andrea Baccarelli, Zhonghua Liu* (2021) Testing cell-type-specific mediation effects in genome-wide epigenetic studies.   Briefings in  Bioinformatics  , Volume 22, Issue 3. [paper link, software MICS]

Xiangyu Luo, Can Yang*, Yingying Wei* (2019) Detection of cell-type-specific risk-CpG sites in epigenome-wide association studies.   Nature Communications  , Volume 10, Article number: 3113. [paper link, software HIREewas]

Xiangyu Luo, Yingying Wei* (2019) Batch effects correction with unknown subtypes.   Journal of the American Statistical Association  , 114:526, 581-594. [paper link, software BUScorrect]

Xiangyu Luo, Yingying Wei* (2018) Nonparametric Bayesian learning of heterogeneous dynamic transcription factor networks.   The Annals of Applied Statistics  , Vol. 12, No. 3, 1749-1772. [paper link, code]

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