Publications

代表性论文（*：通讯作者）

[7] Wang Liming, Lai Peng, Xu Chen, Li Xingxiang*. Hybrid Denoising-Screening for High-Dimensional Contaminated Data. Statistica Sinica, 2025, online.

[6] Li Xingxiang, Xu Chen. Feature Screening with Conditional Rank Utility for Big-data Classification. Journal of the American Statistical Association, 2024, 119(546), 1385–1395.

[5] Dong Wei, Li Xingxiang, Xu Chen, Tang Niansheng. Hybird Hard-Soft Screening for ultrahigh-dimensional Latent Class Analysis. Statistica Sinica, 2023, 33, 1-23.

[4] Wang Liming, Li Xingxiang*, Wang Xiaoqing and Lai Peng. Unified Mean-variance Feature Screening Procedure for Ultrahigh-dimensional Regression. Computational Statistics, 2022, 37, 1887-1918.

[3] Li Xingxiang, Li Runze, Xia Zhiming and Xu Chen. Distributed Feature Screening via Componentwise Debiasing. Journal of Machine Learning Research, 2020, 21, 1-32.

[2] Li Xingxiang, Cheng Guosheng, Wang Liming, Lai Peng and Song Fengli. Ultrahigh Dimensional Feature Screening via Projection. Computational Statistics and Data Analysis, 2017, 114, 88-104.

[1] Cheng Guosheng, Li Xingxiang, Lai Peng, Song Fengli and Yu Jun. Robust Rank Screening for Ultrahigh Dimensional Discriminant Analysis. Statistics and Computing, 2017, 27, 535-545.