代表性成果与荣誉
发表的论文（通讯作者*）：
1. Liqi Xia, Ruiyuan Cao, Jiang Du and Jun Dai. Consistent complete independence test in high dimensions based on Chatterjee correlation. Statistical Papers. 2025, 66(1), 1-32. （学生第一作者）
2. Huiyuan Wang, Ruiyuan Cao*. Deep learning quantile regression for interval-valued data Prediction. Journal of Forecasting. 2025, Doi: 10.1002/for.3271. （学生第一作者）
3. Liqi Xia, Ruiyuan Cao, Jiang Du and Xiuping Chen. The improved correlation coefficient of Chatterjee. Journal of Nonparametric Statistics. 2025, 37(2), 265–281.（学生第一作者）
4. Xiangyu Shi, Ruiyuan Cao, Jiang Du and Zhuqing Miao. A rank-based adaptive independence test for high-dimensional data. Communications in Statistics and Simulation and Computation. 2024, DOI: 10.1080/03610918.2024.2370987. （学生第一作者）
5. Ruiyuan Cao, Tianfa Xie, Ping Yu. Rank method for partial functional linear regression models. Journal of the Korean Statistical Society. 2021, 50(2), 354-379.
6. Ruiyuan Cao, Jiang Du, Jianjun Zhou and Tianfa Xie. FPCA-based estimation for generalized functional partially linear models. Statistical Papers. 2020, 61(6), 2715-2735.
7. Tianfa Xie, Ruiyuan Cao*, Jiang Du. Variable selection for spatial autoregressive models with a diverging number of parameters. Statistical Papers. 2020, 61(3), 1125-1145. （被引52次）
8. Tianfa Xie, Ruiyuan Cao, Ping Yu. Rank-based test for partial functional linear regression models. Journal of Systems Science & Complexity. 2020, 33(5), 1571-1584.
9. Longbing Wang, Ruiyuan Cao, Jiang Du and Zhongzhan Zhang. A nonparametric inverse probability weighted estimation for functional data with missing response data at random. Journal of the Korean Statistical Society. 2019, 48(4), 537-546. （学生第一作者）
10. Jiang Du, Ruiyuan Cao*, Eddy Kwessi, Zhongzhan Zhang. Estimation for generalized partially functional linear additive regression model. Journal of Applied Statistics. 2019, 46(5), 915-925.
11. Jiang Du, Dengke Xu, Ruiyuan Cao*. Estimation and variable selection for partially functional linear models. Journal of the Korean Statistical Society. 2018, 47(4), 436-449.
12. Jiang Du, Xiaoqian Sun, Ruiyuan Cao and Zhongzhan Zhang. Statistical inference for partially linear additive spatial autoregressive models. Spatial Statistics. 2018, 25, 52-67. (被引83次)
13. Ruiyuan Cao, Minqian Liu. Construction of second-order orthogonal sliced Latin hypercube designs. Journal of Complexity. 2015, 31(5), 762-772.
14. 谢琍, 刘磊, 曹瑞元. 一种新的空间计量模型——部分线性可加自回归模型及其应用. 数理统计与管理. 2018年, 第37卷, 第2期, 235-242.
15. 杜江，戴君，曹瑞元. 人工智能与数字技术背景下统计学专业实践教学体系优化及设计. 高教学刊. 2024年, 第10卷, 第9期, 115-118.
16. Junhui Yue, Wei Guo, Yuhan Zhu, Dongyue Li, Shengxu Liang, Ruiyuan Cao, Andong Wang, Jun Li. Insights on the degradation mechanism of neotame using uv/periodate: roles of reactive species, kinetics, and pathways. Chemical Engineering Journal. 2024, 495(000). (交叉学科应用，统计学在化学研究中的应用，领域顶刊)
17. Lu Li, Maoshen Jia, Jing Wang, Ruiyuan Cao. Multiple-Speech-Source DOA Estimation Based on Single-Source Cluster Detection. IEEE-ACM Transactions on Audio Speech and Language Processing. 2023. 31, 3667-3680. (交叉学科应用，统计学在声学研究中的应用，领域顶刊)
所获的荣誉：
1. 北京工业大学优秀教师（2024）
2. 北京工业大学优秀党员（2024，2022）
3. 北京工业大学优秀硕士学位论文指导教师（2025）
4. 北京工业大学立德树人优秀班主任（2017）
5. 北京工业大学课程思政示范课《数据分析方法与R软件》
6. 北京工业大学一流本科课程（院级）《多元统计分析》
