Grace Y. Yi

Jiangsu University — China

Mathematics · Physical Sciences

15h-index1.1kcitations89works0.62yr avg
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Research Topics

Statistical Methods and Inference(40), Statistical Methods and Bayesian Inference(40), COVID-19 epidemiological studies(15), Advanced Causal Inference Techniques(15), Bayesian Methods and Mixture Models(13)

Publications89 total

Angle reduction for fast scans in gradient‐coil‐free portable MRI using rotational spatial encoding magnetic fields via an efficient encoding capability evaluation
Magnetic Resonance in Medicine·2025
Mixed latent graphical models with mixed measurement error and misclassification in variables
Journal of Statistical Planning and Inference·2025
SurvGME: Analysis of Survival Data under Graphical and Measurement Error Models
2025Open Access
A Robust Coordinated Control Strategy for Mainline Intersections Using Adversarial Reinforcement Learning
Advances in transdisciplinary engineering·2025Open Access
JointSerLoRA: Cache-Aware LoRA Inference Serving
2025
Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions
arXiv (Cornell University)·2025Open Access
Joint$λ$: Orchestrating Serverless Workflows on Jointcloud FaaS Systems
arXiv (Cornell University)·2025Open Access
Multiple gastric tumors in patients with combined autoimmune and helicobacter pylori-associated gastritis: a case report and literature review
Frontiers in Immunology·2025· 2 citedOpen Access
Optimal dynamic treatment regime estimation in the presence of nonadherence
Biometrics·2025Open Access
Adversarial feature augmentation via transformer-level feature fusion for imbalanced data classification
International Journal of Machine Learning and Cybernetics·2025
Empirical investigations of boosting with pseudo-outcome imputation for missing responses
Statistics and Computing·2025· 1 cited
Q-learning with Compound Outcome and Mixed Misclassification and Measurement Error in Covariates
Journal of Data Science·2025Open Access
Trivariate Joint Modeling for Family Data with Longitudinal Counts, Recurrent Events and a Terminal Event with Application to Lynch Syndrome
Statistics in Medicine·2024Open Access
ATE.ERROR: Estimating ATE with Misclassified Outcomes and Mismeasured Covariates
2024Open Access
Optimal Dynamic Treatment Regime Estimation in the Presence of Nonadherence
arXiv (Cornell University)·2024Open Access
Variable selection in multivariate regression models with measurement error in covariates
Journal of Multivariate Analysis·2024· 7 cited
Estimation and Variable Selection under the Function-on-scalar Linear Model with Covariate Measurement Error
Statistica Sinica·2024Open Access
Accommodating misclassification effects on optimizing dynamic treatment regimes with Q‐learning
Statistics in Medicine·2023· 2 citedOpen Access
AteMeVs: Average Treatment Effects with Measurement Error and Variable Selection for Confounders
2023· 1 citedOpen Access
Understanding Effective Virus Control Policies for Covid-19 with the Q-learning Method
Statistics in Biosciences·2023· 2 cited
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Frequent Co-authors

Wenqing He(17), Li‐Pang Chen(10), Qihuang Zhang(7), Yasin Khadem Charvadeh(5), Nancy Reid(3), Jingyu Cui(3), Richard J. Cook(3), Yayuan Zhu(2), D. A. S. Fraser(2), Yijia Weng(2), Ying Yan(2), Di Shu(2), Baojiang Chen(2), Kaida Cai(2), Ao Yuan(2), Lang Wu(1), Wei Liu(1), Yangxin Huang(1), Bruce G. Lindsay(1), Jianping Sun(1)