An RKHS-based approach to double-penalized regression in high-dimensional partially linear models. - Wenquan Cui; Haoyang Cheng; Jiajing Sun (J. Multivar. Anal., 2018)

Sparse sufficient dimension reduction with heteroscedasticity. - Haoyang Cheng; Wenquan Cui (Int. J. Wavelets Multiresolution Inf. Process., 2022)

Federated Sufficient Dimension Reduction Through High-Dimensional Sparse Sliced Inverse Regression. - Wenquan Cui; Yue Zhao; Jianjun Xu; Haoyang Cheng (CoRR, 2023)

Federated Covariate Shift Adaptation for Missing Target Output Values. - Yaqian Xu; Wenquan Cui; Jianjun Xu; Haoyang Cheng (CoRR, 2023)

Online sparse sliced inverse regression for high-dimensional streaming data. - Jianjun Xu; Wenquan Cui; Haoyang Cheng (Int. J. Wavelets Multiresolution Inf. Process., 2023)

Information consistency of dependent convolved Gaussian processes regression. - Wenquan Cui; Jianbo Li; Jianjun Xu (Int. J. Wavelets Multiresolution Inf. Process., 2024)

Sufficient dimension reduction via distance covariance for survival data. - Wenquan Cui; Xu He; Haoyang Cheng; Jianjun Xu (Int. J. Wavelets Multiresolution Inf. Process., 2025)