Research

Method

Yuliang Xu, Yun Wei, and Li Ma. Distributional Evaluation of Generative Models via Relative Density Ratio. (arXiv:2510.25507) Python workflow
Yuliang Xu, Kaixuan Luo, and Li Ma. A tree-based kernel for densities and its applications in clustering DNase-seq profiles. (Submitted to Biometrics) R package
Naoki Awaya, Yuliang Xu, and Li Ma. Two-sample comparison through additive tree models for density ratios. (Submitted to Journal of the American Statistical Association T&M) R package
Yuliang Xu, Jian Kang (2025). Bayesian Image Regression with Soft-thresholded Conditional Autoregressive Prior, ICLR (2025). R package
Yuliang Xu, Shu Yang, and Jian Kang. Bayesian Structured Mediation Analysis With Unobserved Confounders (Revision Submitted to Biometrics) R package
Yuliang Xu, Timothy D. Johnson, Thomas E. Nichols, and Jian Kang. Scalable Bayesian Image-on-Scalar Regression for Population-Scale Neuroimaging Data Analysis (Minor revision submitted to Journal of the American Statistical Association A&CS) R package
Yuliang Xu, Timothy D Johnson, Mary Heitzeg, and Jian Kang. Bayesian Image Mediation Analysis (3rd round revision submitted to Journal of the American Statistical Association T&M) R package
Florian Gunsilius, Yuliang Xu. Matching for causal effects via multimarginal unbalanced optimal transport. (Reject and Resubmit at Econometrics Theory).

Stulberg, Eric L., Erica Twardzik, Sehee Kim, Chia-Wei Hsu, Yuliang Xu, Philippa Clarke, Lewis B. Morgenstern, and Lynda D. Lisabeth. Association of neighborhood socioeconomic status with outcomes in patients surviving stroke. Neurology 96, no. 21 (2021): e2599-e2610.
Brown, Devin L., Azadeh Yadollahi, Kevin He, Yuliang Xu, Bryan Piper, Erin Case, Ronald D. Chervin, and Lynda D. Lisabeth. Overnight rostral fluid shifts exacerbate obstructive sleep apnea after stroke. Stroke 52, no. 10 (2021): 3176-3183.
Xu, Yuliang, Shuo Shuo Liu, and Y. Yi Grace. mgee2: An R package for marginal analysis of longitudinal ordinal data with misclassified responses and covariates. R Journal. 13, no. 2 (2021): 419.
Phan, Hoang T., Mathew J. Reeves, Seana Gall, Lewis B. Morgenstern, Yuliang Xu, and Lynda D. Lisabeth. Factors Contributing to Sex Differences in Health‐Related Quality of Life After Ischemic Stroke: BASIC (Brain Attack Surveillance in Corpus Christi) Project. Journal of the American Heart Association 11, no. 17 (2022): e026123.
Shir Atzil, Ajay B. Satpute, Jiahe Zhang, Michael H. Parrish, Holly Shablack, Jennifer K. MacCormack, Joseph Leshin, Srishti Goel, Jeffrey A. Brooks, Jian Kang, Yuliang Xu, Matan Cohen, Kristen A. Lindquist., 2023. The impact of sociality and affective valence on brain activation: A meta-analysis. NeuroImage, 268, p.119879.

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