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Author

Ruoxuan Xiong

Observed name: Xiong, Ruoxuan
Institution: Emory University
ORCID: 0000-0002-3701-4428
Observed ORCID: 0000-0002-3701-4428
OpenAlex ID: A5036061838
Stable Prediction across Unknown Environments
2018 · Kun Kuang, Peng Cui, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 165
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Preventing cytokine storm syndrome in COVID-19 using α-1 adrenergic receptor antagonists
2020 · Maximilian F. Konig, Mike Powell, et al. · Journal of Clinical Investigation · 132
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Deep Learning Stock Volatility with Google Domestic Trends
2015 · Xiong, Ruoxuan, Nichols, Eric P., et al. · RePEc: Research Papers in Economics · 132
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Stable Prediction with Model Misspecification and Agnostic Distribution Shift
2020 · Kun Kuang, Ruoxuan Xiong, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 129
State-Varying Factor Models of Large Dimensions
2018 · Markus Pelger, Ruoxuan Xiong · Journal of Business and Economic Statistics · 78
Large dimensional latent factor modeling with missing observations and applications to causal inference
2022 · Ruoxuan Xiong, Markus Pelger · Journal of Econometrics · 76
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Alpha-1 adrenergic receptor antagonists to prevent hyperinflammation and death from lower respiratory tract infection
2021 · Allison Koenecke, Michael Powell, et al. · eLife · 45
Federated causal inference in heterogeneous observational data
2023 · Ruoxuan Xiong, Allison Koenecke, et al. · Statistics in Medicine · 37
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Interpretable Sparse Proximate Factors for Large Dimensions
2021 · Markus Pelger, Ruoxuan Xiong · Journal of Business and Economic Statistics · 36
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Data-Driven Switchback Experiments: Theoretical Tradeoffs and Empirical Bayes Designs
2023 · Ruoxuan Xiong, Alex Chin, et al. · SSRN Electronic Journal · 31
Semiparametric Estimation of Treatment Effects in Observational Studies with Heterogeneous Partial Interference
2021 · Qu, Zhaonan, Xiong, Ruoxuan, et al. · arXiv (Cornell University) · 30
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The Association Between Alpha-1 Adrenergic Receptor Antagonists and In-Hospital Mortality From COVID-19
2021 · Liam Rose, Laura Graham, et al. · Frontiers in Medicine · 30
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Instrumental Variables in Causal Inference and Machine Learning: A Survey
2025 · Anpeng Wu, Kun Kuang, et al. · ACM Computing Surveys · 28
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Optimal Experimental Design for Staggered Rollouts
2019 · Ruoxuan Xiong, Susan Carleton Athey, et al. · SSRN Electronic Journal · 25
Federated Causal Inference in Heterogeneous Observational Data
2021 · Ruoxuan Xiong, Allison Koenecke, et al. · SSRN Electronic Journal · 19
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Instrumental Variable-Driven Domain Generalization with Unobserved Confounders
2023 · Junkun Yuan, Xu Ma, et al. · ACM Transactions on Knowledge Discovery from Data · 15
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Optimal Experimental Design for Staggered Rollouts
2023 · Ruoxuan Xiong, Susan Athey, et al. · Management Science · 14
Optimal Experimental Design for Staggered Rollouts
2019 · Xiong, Ruoxuan, Athey, Susan, et al. · RePEc: Research Papers in Economics · 14
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Stable Prediction with Leveraging Seed Variable
2022 · Kun Kuang, Haotian Wang, et al. · IEEE Transactions on Knowledge and Data Engineering · 13
Causal Inference with Complex Treatments: A Survey
2026 · Yingrong Wang, Haoxuan Li, et al. · ACM Computing Surveys · 11
Target PCA: Transfer learning large dimensional panel data
2023 · Junting Duan, Markus Pelger, et al. · Journal of Econometrics · 11
Learning Individual Treatment Effects under Heterogeneous Interference in Networks
2024 · Ziyu Zhao, Yuqi Bai, et al. · ACM Transactions on Knowledge Discovery from Data · 10
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Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation
2024 · Minqin Zhu, Anpeng Wu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 10
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Large Dimensional Latent Factor Modeling with Missing Observations and Applications to Causal Inference
2019 · Ruoxuan Xiong, Markus Pelger · SSRN Electronic Journal · 10
Ten Rules for Conducting Retrospective Pharmacoepidemiological Analyses: Example COVID-19 Study
2021 · Michael Powell, Allison Koenecke, et al. · Frontiers in Pharmacology · 9
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Works count: 67
Citation count: 1,183
H-index: 15
I10-index: 24
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