Xuancheng Wang#, Ling Zhou# and Huazhen Lin* (2025). Deep regression learning with optimal loss function. Journal of the American Statistical Association. 120(550)1305-1317.
Bin Liu, Yu Liu, Zhiqian Li, Jianghong Xiao, Guosheng Yin and Huazhen Lin* (2025). Automatic Radiotherapy Treatment Planning with Deep Functional Reinforcement Learning. Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'25), 2426 - 2435.
Zhantao Cao, Yuanbing Shi,Shuli Zhang, Huanan Chen, Weide Liu*, Guanghui Yue* and Huazhen Lin* (2025). Decentralized learning for medical image classification with prototypical contrastive network. Medical Physics. 52(6):4188-4204.
Dongxue Zhang, Long Feng, Yujia Wu, Wei Lan, and Jing Zhou (2025). “Temporal network influence model with application to the COVID-19 population flow network,” Annals of Applied Statistics, 19(2)1382-1402.
Dan Pu, Kuangnan Fang, Wei Lan, Jihai Yu and Qingzhao Zhang (2025). “Reduced rank spatio-temporal models,” Journal of Business & Economic Statistics, 43, 98--109.
Yingying Ma, Wei Lan, Chenlei Leng, Ting Li and Hansheng Wang (2025). “Supervised centrality via sparse network influence regression: An application to the 2021 Henan floods’ social network” Annals of Applied Statistics, 19 (2) 1734-1752.
Kai Xu, Mingxiang Cao, Qing Cheng*(2025). A bias-corrected Srivastava-type test for cross-sectional independence, Journal of Multivariate Analysis，205, 105371.
Wei Liu, Guizhen Li, Ling Zhou* and Lan Luo(2025). High-dimensional large-scale mixed-type data imputation under missing at random, SCIENCE CHINA Mathematics 68,4: 969–1000.
Xun Zhao, Lu Tang, Weijia Zhang and Ling Zhou∗(2025). Subgroup learning for multiple mixed-type outcomes with block-structured covariates, Computational Statistics and Data Analysis 204, 108105.
Yuanxing Chen, Kuangnan Fang, Wei Lan∗, Chih-Ling Tsai, Qingzhao Zhang (2025). Community influence analysis in social networks, Computational Statistics and Data Analysis 202,108037.
Xun Zhao, Ling Zhou, Weijia Zhang and Huazhen Lin* (2025). Tensor Decomposition-assisted Multiview Subgroup Analysis. Acta Mathematica Sinica, English Series, 41, 588-618.
