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Federal Grants​​​​​

• National Institutes of Health, "Uncertainty Quantification for Diabetes LLMs." ​​

  • 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." ​​(current)

  • NIH R01DK142026, 1/2025-12/2028.  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." ​​(completed)

  • 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."​ ​​(completed)

  • 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​​​​​

• Merck & Co., "Dynamic Double Machine Learning for High-dimensional Causal Inference in Neuroscience Applications." ​​​(current)

  • 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." ​​​(completed)

  • 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​​​​​

• University of California, Los Angeles, "Advancing Understanding and Diagnosis of Alzheimer's Disease through Interpretable Machine Learning." ​​​(current)

  • 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." ​​​(completed)

  • 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." ​​​(completed)

  • 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." ​​​(completed)

  • UC Berkeley Research Grant, 1/1/2021-6/30/2021.   Role: PI.​