Donglin Zeng

27 papers A* 3A 2B 1Journal 19Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning Optimal Individualized Decision Rules with Conditional Demographic Parity.
CoRR
Wenhai Cui, Wen Su, Donglin Zeng, Xingqiu Zhao
2025 J jnl
Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable Selection.
J. Mach. Learn. Res.
Daiqi Gao, Yufeng Liu, Donglin Zeng
2025 J jnl
Continuous-Time Hidden Markov Factor Model for Mobile Health Data: Application to Adverse Posttraumatic Neuropsychiatric Sequelae.
IEEE J. Biomed. Health Informatics
Lin Ge, Xinming An, Donglin Zeng, Samuel A. McLean, Ronald C. Kessler, Rui Song
2025 J jnl
Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing.
CoRR
Jitao Wang, Chengchun Shi, John D. Piette, Joshua R. Loftus, Donglin Zeng, Zhenke Wu
2025 J jnl
PyCFRL: A Python library for counterfactually fair offline reinforcement learning via sequential data preprocessing.
CoRR
Jianhan Zhang, Jitao Wang, Chengchun Shi, John D. Piette, Donglin Zeng, Zhenke Wu
2024 A conf
Fusing Individualized Treatment Rules Using Secondary Outcomes.
AISTATS
Daiqi Gao, Yuanjia Wang, Donglin Zeng
2024 J jnl
Learning Optimal Dynamic Treatment Regimens Subject to Stagewise Risk Controls.
J. Mach. Learn. Res.
Mochuan Liu, Yuanjia Wang, Haoda Fu, Donglin Zeng
2024 J jnl
Reinforcement Learning with Hidden Markov Models for Discovering Decision-Making Dynamics.
CoRR
Xingche Guo, Donglin Zeng, Yuanjia Wang
2023 J jnl
Asymptotic Inference for Multi-Stage Stationary Treatment Policy with High Dimensional Features.
CoRR
Daiqi Gao, Yufeng Liu, Donglin Zeng
2023 J jnl
Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments.
J. Mach. Learn. Res.
Haixu Ma, Donglin Zeng, Yufeng Liu
2022 A* conf
Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion.
NeurIPS
Haixu Ma, Donglin Zeng, Yufeng Liu
2022 J jnl
Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials.
J. Mach. Learn. Res.
Daiqi Gao, Yufeng Liu, Donglin Zeng
2021 J jnl
Classification and Prediction of Post-Trauma Outcomes Related to PTSD Using Circadian Rhythm Changes Measured via Wrist-Worn Research Watch in a Large Longitudinal Cohort.
IEEE J. Biomed. Health Informatics
Ayse S. Cakmak, Erick Andres Perez-Alday, Giulia Da Poian, Ali Bahrami Rad, Thomas J. Metzler, Thomas Neylan, Stacey L. House, Francesca L. Beaudoin, Xinming An, Jennifer S. Stevens, Donglin Zeng, Sarah D. Linnstaedt, Tanja Jovanovic, Laura T. Germine, Kenneth A. Bollen, Scott L. Rauch, Christopher A. Lewandowski, Phyllis L. Hendry, Sophia Sheikh, Alan B. Storrow, Paul I. Musey, John P. Haran, Christopher W. Jones, Brittany E. Punches, Robert A. Swor, Nina T. Gentile, Meghan McGrath, Mark J. Seamon, Kamran Mohiuddin, Anna M. Chang, Claire Pearson, Robert M. Domeier, Steven E. Bruce, Brian J. O'Neil, Niels K. Rathlev, Leon D. Sanchez, Robert H. Pietrzak, Jutta Joormann, Deanna M. Barch, Diego A. Pizzagalli, Steven E. Harte, James M. Elliott, Ronald C. Kessler, Karestan C. Koenen, Kerry J. Ressler, Samuel A. McLean, Qiao Li, Gari D. Clifford
2021 A* conf
Dynamic COVID risk assessment accounting for community virus exposure from a spatial-temporal transmission model.
NeurIPS
Yuan Chen, Wenbo Fei, Qinxia Wang, Donglin Zeng, Yuanjia Wang
2020 J jnl
Microvascular Ultrasonic Imaging of Angiogenesis Identifies Tumors in a Murine Spontaneous Breast Cancer Model.
Int. J. Biomed. Imaging
Sarah E. Shelton, Jodi Stone, Fei Gao, Donglin Zeng, Paul A. Dayton
2020 A* conf
Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatment.
NeurIPS
Yuan Chen, Donglin Zeng, Tianchen Xu, Yuanjia Wang
2020 J jnl
Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatments.
CoRR
Yuan Chen, Donglin Zeng, Tianchen Xu, Yuanjia Wang
2019 J jnl
High dimensional precision medicine from patient-derived xenografts.
CoRR
Naim U. Rashid, Daniel J. Luckett, Jingxiang Chen, Michael T. Lawson, Longshaokan Wang, Yunshu Zhang, Eric B. Laber, Yufeng Liu, Jen Jen Yeh, Donglin Zeng, Michael R. Kosorok
2018 B conf
Outcome-Weighted Learning for Personalized Medicine with Multiple Treatment Options.
DSAA
Xuan Zhou, Yuanjia Wang, Donglin Zeng
2017 J jnl
Principal components adjusted variable screening.
Comput. Stat. Data Anal.
Zhongkai Liu, Rui Song, Donglin Zeng, Jiajia Zhang
2016 — conf
Learning Optimal Individualized Treatment Rules from Electronic Health Record Data.
ICHI
Yuanjia Wang, Peng Wu, Ying Liu, Chunhua Weng, Donglin Zeng
2016 J jnl
Support Vector Hazards Machine: A Counting Process Framework for Learning Risk Scores for Censored Outcomes.
J. Mach. Learn. Res.
Yuanjia Wang, Tianle Chen, Donglin Zeng
2008 J jnl
Preventing facial recognition when rendering MR images of the head in three dimensions.
Medical Image Anal.
François Budin, Donglin Zeng, Arpita Ghosh, Elizabeth Bullitt
2006 J jnl
A comparative study of mobile electronic data entry systems for clinical trials data collection.
Int. J. Medical Informatics
Elodia B. Cole, Etta D. Pisano, Gregory J. Clary, Donglin Zeng, Marcia Koomen, Cherie M. Kuzmiak, Bo Kyoung Seo, Yeonhee Lee, Dag Pavic
2006 — conf
Tumor Therapeutic Response and Vessel Tortuosity: Preliminary Report in Metastatic Breast Cancer.
MICCAI (2)
Elizabeth Bullitt, Nancy U. Lin, Matthew G. Ewend, Donglin Zeng, Eric P. Winer, Lisa A. Carey, J. Keith Smith
2005 A conf
Effects of Healthy Aging Measured By Intracranial Compartment Volumes Using a Designed MR Brain Database.
MICCAI
Bénédicte Mortamet, Donglin Zeng, Guido Gerig, Marcel Prastawa, Elizabeth Bullitt
1999 J jnl
Spatial Clusters of Diseases: Remodeling the Concept.
Ann. GIS
Ge Lin, Donglin Zeng