Semiparametric analysis of longitudinal zero-inflated count data. - Jiarui Feng; Zhongyi Zhu (J. Multivar. Anal., 2011)

Variable selection in quantile varying coefficient models with longitudinal data. - Yanlin Tang; Huixia Judy Wang; Zhongyi Zhu (Comput. Stat. Data Anal., 2013)

Variable selection in high-dimensional quantile varying coefficient models. - Yanlin Tang; Xinyuan Song 001; Huixia Judy Wang; Zhongyi Zhu (J. Multivar. Anal., 2013)

Continuously dynamic additive models for functional data. - Haiqiang Ma; Zhongyi Zhu (J. Multivar. Anal., 2016)

Robust estimation in linear regression models for longitudinal data with covariate measurement errors and outliers. - Yuexia Zhang 002; Guoyou Qin; Zhongyi Zhu; Jiajia Zhang (J. Multivar. Anal., 2018)

Quantile regression for functional partially linear model in ultra-high dimensions. - Haiqiang Ma; Ting Li; Hongtu Zhu; Zhongyi Zhu (Comput. Stat. Data Anal., 2019)

A novel robust approach for analysis of longitudinal data. - Yuexia Zhang 002; Guoyou Qin; Zhongyi Zhu; Wanghong Xu (Comput. Stat. Data Anal., 2019)

Robust exponential squared loss-based estimation in semi-functional linear regression models. - Ping Yu; Zhongyi Zhu; Zhongzhan Zhang (Comput. Stat., 2019)

Weighted quantile regression in varying-coefficient model with longitudinal data. - Fangzheng Lin; Yanlin Tang; Zhongyi Zhu (Comput. Stat. Data Anal., 2020)

Robust Estimation for Partial Functional Linear Regression Model Based on Modal Regression. - Ping Yu; Zhongyi Zhu; Jianhong Shi; Xikai Ai (J. Syst. Sci. Complex., 2020)

Clusterwise functional linear regression models. - Ting Li; Xinyuan Song 001; Yingying Zhang; Hongtu Zhu; Zhongyi Zhu (Comput. Stat. Data Anal., 2021)

Communication-efficient distributed M-estimation with missing data. - Jianwei Shi 003; Guoyou Qin; Huichen Zhu; Zhongyi Zhu (Comput. Stat. Data Anal., 2021)

Multiply robust subgroup identification for longitudinal data with dropouts via median regression. - Wenqi Lu; Guoyou Qin; Zhongyi Zhu; Dongsheng Tu (J. Multivar. Anal., 2021)

Empirical likelihood inference for longitudinal data with covariate measurement errors: An application to the LEAN study. - Yuexia Zhang 002; Guoyou Qin; Zhongyi Zhu; Jiajia Zhang (Comput. Stat. Data Anal., 2022)

Spatially clustered varying coefficient model. - Fangzheng Lin; Yanlin Tang; Huichen Zhu; Zhongyi Zhu (J. Multivar. Anal., 2022)

CONCERT: Covariate-Elaborated Robust Local Information Transfer with Conditional Spike-and-Slab Prior. - Ruqian Zhang; Yijiao Zhang; Annie Qu; Zhongyi Zhu; Juan Shen (CoRR, 2024)

Statistical performance of quantile tensor regression with convex regularization. - Wenqi Lu; Zhongyi Zhu; Rui Li; Heng Lian (J. Multivar. Anal., 2024)

Bayesian grouping-Gibbs sampling estimation of high-dimensional linear model with non-sparsity. - Shanshan Qin; Guanlin Zhang; Yuehua Wu; Zhongyi Zhu (Comput. Stat. Data Anal., 2025)

Distributed iterative hard thresholding for variable selection in Tobit models. - Changxin Yang; Zhongyi Zhu; Hongmei Lin; Zengyan Fan; Heng Lian (Comput. Stat. Data Anal., 2025)

Syntax-Guided Diffusion Language Models with User-Integrated Personalization. - Ruqian Zhang; Yijiao Zhang; Juan Shen; Zhongyi Zhu; Annie Qu (CoRR, 2025)