Publications
Q.Xu, Y.Yuan, J.Wang, A.Qu. (2023+) Crowdsourcing Utilizing Subgroup Structure of Latent Factor Modeling. Journal of the American Statistical Association, to appear. (2022 ASA SLDS Student Paper Award) [Arxiv] [Journal] [Code]
Q.Xu, H.Fu, A.Qu. (2023+) Optimal Individualized Treatment Rule for Combination Treatments Under Budget Constraints. Journal of the Royal Statistical Society: Series B, to appear. (2023 ASA Nonparametric Statistics Student Paper Award; 2023 IMS Hannan Graduate Student Travel Award) [Arxiv] [Journal] [Code]
Q.Xu, X.Cao, G.Chen, H.Zeng, H.Fu, A.Qu. (2024) Multi-Label Residual Weighted Learning for Individualized Combination Treatment Rule. Electronic Journal of Statistics 18(1), 1517-1548. [Arxiv] [Journal] [Code]
J.Zhang, F.Xue, Q.Xu, J.Lee, A.Qu. (2024+) Individualized Dynamic Model for Multi-resolutional Data. Biometrika, accepted. (J.Zhang won 2024 ENAR Distinguished Student Paper Awards and 2024 ASA Medical Devices and Diagnostics Student Paper Award, First place winner) [Arxiv]
Y.Zhang, Q.Xu, N.Tang, A.Qu. Differential Private Data Release for Mixed-type Data via Latent Factor Models. Journal of Machine Learning Research, accepted.
Y.Guo, Q.Xu, P.Kehoe, A.Qu. (2023) The Longitudinal Relationship Between Objective Sleep and Cardiovascular Parameters During Pregnancy. Sleep, Volume 46, Issue Supplement_1, May 2023, Page A388. [Abstract]
Y.Guo, Q.Xu, P.Kehoe, N.Dutt, A.Qu. (2023) Longitudinal Changes in Objective Sleep Parameters During Pregnancy. Women’s Health. 2023;19. [Journal]
Y.Yuan, Q.Xu, A.Wani, J.Dahrenodorff, C.Wang, A.Shen, J.Donglasan, S.Burgan, Z.Graham, U.Monica, W.Derek, A.Qu. (2024+) Differentially Expressed Heterogeneous Overdispersion Genes Testing for Count Data. PLOS ONE, accepted. [BioRxiv]
Papers Under Review / Preprints
- K.Wei, F.Xue, Q. Xu, Y.Yuan, Y.Zhang, G.Qin, A.Wani, A.Aiello, D.Wildman, M.Uddin, A.Qu. Time-varying Mediation Analysis for Incomplete Data with Application to DNA Methylation Study for PTSD.[BioRxiv]