Ruoxuan Xiong
Stanford University
H-index: 12
North America-United States
Top articles of Ruoxuan Xiong
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Contrastive balancing representation learning for heterogeneous dose-response curves estimation | Proceedings of the AAAI Conference on Artificial Intelligence | Minqin Zhu Anpeng Wu Haoxuan Li Ruoxuan Xiong Bo Li | 2024/3/24 |
Bias-variance tradeoffs for designing simultaneous temporal experiments | Ruoxuan Xiong Alex Chin Sean Taylor | 2023/7/25 | |
Stable estimation of heterogeneous treatment effects | Anpeng Wu Kun Kuang Ruoxuan Xiong Bo Li Fei Wu | 2023/7/3 | |
Learning instrumental variable from data fusion for treatment effect estimation | Proceedings of the AAAI Conference on Artificial Intelligence | Anpeng Wu Kun Kuang Ruoxuan Xiong Minqin Zhu Yuxuan Liu | 2023/6/26 |
Optimal experimental design for staggered rollouts | Management Science | Ruoxuan Xiong Susan Athey Mohsen Bayati Guido Imbens | 2023/12/14 |
Federated causal inference in heterogeneous observational data | Statistics in Medicine | Ruoxuan Xiong Allison Koenecke Michael Powell Zhu Shen Joshua T Vogelstein | 2023/10/30 |
Target PCA: Transfer learning large dimensional panel data | Journal of Econometrics | Junting Duan Markus Pelger Ruoxuan Xiong | 2023/10/11 |
State-varying factor models of large dimensions | Journal of Business & Economic Statistics | Markus Pelger Ruoxuan Xiong | 2022/6/16 |
Large dimensional latent factor modeling with missing observations and applications to causal inference | Journal of Econometrics | Ruoxuan Xiong Markus Pelger | 2022/6/11 |
Instrumental variables in causal inference and machine learning: A survey | arXiv preprint arXiv:2212.05778 | Anpeng Wu Kun Kuang Ruoxuan Xiong Fei Wu | 2022/12/12 |
Interpretable sparse proximate factors for large dimensions | Journal of Business & Economic Statistics | Markus Pelger Ruoxuan Xiong | 2022/10/2 |
The association between alpha-1 adrenergic receptor antagonists and in-hospital mortality from COVID-19 | Frontiers in Medicine | Liam Rose Laura Graham Allison Koenecke Michael Powell Ruoxuan Xiong | 2021/3/31 |
Ten rules for conducting retrospective pharmacoepidemiological analyses: Example COVID-19 study | Frontiers in Pharmacology | Michael Powell Allison Koenecke James Brian Byrd Akihiko Nishimura Maximilian F Konig | 2021/7/28 |
Efficient treatment effect estimation in observational studies under heterogeneous partial interference | arXiv preprint arXiv:2107.12420 | Zhaonan Qu Ruoxuan Xiong Jizhou Liu Guido Imbens | 2021/7/26 |
Alpha-1 adrenergic receptor antagonists to prevent hyperinflammation and death from lower respiratory tract infection | Elife | Allison Koenecke Michael Powell Ruoxuan Xiong Zhu Shen Nicole Fischer | 2021/6/11 |
Preventing cytokine storm syndrome in COVID-19 using α-1 adrenergic receptor antagonists | The Journal of clinical investigation | Maximilian F Konig Mike Powell Verena Staedtke Ren-Yuan Bai David L Thomas | 2020/7/1 |
Stable prediction with model misspecification and agnostic distribution shift | Proceedings of the AAAI Conference on Artificial Intelligence | Kun Kuang Ruoxuan Xiong Peng Cui Susan Athey Bo Li | 2020/4/3 |
Essays on Statistical Learning and Causal Inference on Panel Data | Ruoxuan Xiong | 2020 |
Co-Authors
