Grants
Federal Grants
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National Institutes of Health, "Uncertainty Quantification for Diabetes LLMs."
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NIDDK dkNET Pilot Funding Program in AI Models, 7/2025-6/2026. Role: PI. This project is in collaboration with PI Jin Zhou.
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National Institutes of Health, "Transforming Precision Medicine: Dynamic Learning and Prediction of Disease Progression in Massive, Diverse, and Multimodal Cohorts."
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NIH R01DK142026-01, 9/2024-8/2029. Role: Co-I (effort: 2 months/year for 4 years). This project is in collaboration with PI Jin Zhou.
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National Science Foundation, "Conference: UCLA Synthetic Data Workshop."
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NSF DMS Award #2309349, 4/1/2023-3/31/2024. Role: Co-PI. This project is in collaboration with PI Guang Cheng.
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National Science Foundation, "Development of Machine Learning Technology for Matching under a Variety of Realistic and Large-Scale Preference Structures."
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NSF IIP Award #2133869, 6/1/2021-11/30/2022. Role: EL (similar to Co-PI). This project is in collaboration with PI Lexin Li.
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Industrial Grants
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Merck & Co., "Dynamic Double Machine Learning for High-dimensional Causal Inference in Neuroscience Applications."
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Merck Research Grant, $300K, 1/1/2025-12/31/2026. Role: PI. This project is in collaboration with PI Hua Zhou and PI Jin Zhou.
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Amazon, "Optimal Data Augmentation Strategy Search."
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Amazon Research Grant, 7/1/2020-6/30/2021. Role: Co-PI. This project is in collaboration with PI Robert M. Anderson.
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University Grants
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University of California, Los Angeles, "Advancing Understanding and Diagnosis of Alzheimer's Disease through Interpretable Machine Learning."
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Research Allowance Grant, 7/1/2024-6/30/2025. Role: PI.
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University of California, Los Angeles, "A Novel Machine-Learning Approach for Quantifying Alzheimer’s Disease Pathology."
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Research Research Grant, 7/1/2023-6/30/2024. Role: PI.
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University of California, Los Angeles, "Interpretable Machine Learning for Neuroimaging Analysis under Heterogenous Population."
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California Center for Population Research Seed Grant, a part of the Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD) population research infrastructure grant P2C-HD041022, 1/1/2023-12/31/2023. Role: PI.
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University of California, Berkeley, "A Novel Machine Learning Framework for Matching Markets."
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UC Berkeley Research Grant, 1/1/2021-6/30/2021. Role: PI.
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