Chenlin Zhang#, Ling Zhou#, Bin Guo and Huazhen Lin*. Spatial effect detection regression for large scale spatio-temporal covariates. Journal of the Royal Statistical Society: Series B (Statistical Methodology). Online.

Shoudao Wen, Yi Li, Dehan Kong and Huazhen Lin*. Prediction of Cognitive Function via Brain Region Volumes with Applications to Alzheimer's Disease Based on Space-Factor-Guided Functional Principal Component Analysis. Journal of the American Statistical Association. Online.

Tao Zou, Wei Lan, Runze Li and Chih-Ling Tsai (2025) “Fixed and random covariance regression analyses,” Annals of Statistics, In Press.

Xinyan Fan, Kuangnan Fang, Wei Lan and Chih-Ling Tsai (2025) “Network varying coefficient model,” Journal of the American Statistical Association, In Press.

Liu, Y., Liu, Z., and Lin, X. (2023+) Ensemble methods for testing a global null. Journal of the Royal Statistical Society: Series B (Statistical Methodology) . In press.

Jiujun He and Huazhen Lin* (2025). Olica: Efficient Structured Pruning of Large Language Models without Retraining. The International Conference on Machine Learning (ICML 2025).Accepted.

Shoudao Wen, Li Liu, Jin Liu, Yi Li and Huazhen Lin*. Factor-Assisted Learning of Ultrahigh-Dimensional Covariates with Distributed Functional and Scalar Mixtures with Applications to the Avon Longitudinal Study of Parents and Children. The Annals of Applied Statistics.   Accepted.

Qingzhi Zhong, Wei Liu, Li Liu, Hua Liang and Huazhen Lin*, Generalized functional feature regression models. Statistica Sinica. Online.

Jun Zhang, Wei Lan, Xinyan Fan and Wen Chen (2023), Maximum Conditional Alpha Test for Conditional Multi-Factor Models, Statistica Sinica, In Press. DOI:10.5705/ss.202022.0137.

Da Chen, Linlin Dai and Yichuan Zhao, 2024, Jackknife empirical likelihood for the correlation coefficient with additive distortion measurement errors, TEST, Online

Senlin Yuan, Xuerong Chen*, Yu Wu and Jianguo Sun, Integrative Quantile Regression Analysis of Heterogeneous Multisource Data with Privacy Preserving, Statistica Sinica, Online

Ke Yang, Jingyun Feng, Zhiyu Xi, Qiuke Zheng, Huan Zhang, Wei Deng. Constructing Multi-granular Knowledge Graph with Structure Similarity and Hierarchical Clustering. The 2024 International Conference on Progress in Informatics and Computing (PIC-2024), Accepted.

Wei Deng, Lan Wang , Xinyu Meng, Guoyin Wang. Heterogeneity and Isomerism based Improved Sugarscape Modeling for Real Estate Market Cycles, The 8th IEEE International Conference on Agents, Accepted.