Scholar
Arshia Ilaty
Google Scholar ID: IsR-aEMAAAAJ
Ph.D. student at University of California, Irvine and San Diego State University
Data Science
Machine Learning
Federated Learning
LLM
Healthcare
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Publications
2
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1
list available
Publications
5 items
A knowledge-guided agentic framework for mitigating patient-context ambiguity in health queries
2026
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0
PSyGenTAB: A Privacy-Preserving Framework for Synthetic Clinical Tabular Data Generation via Constrained Optimization
2026
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0
Personal Care Utility: Health as Everyday Infrastructure
2026
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0
DISCO-TAB: A Hierarchical Reinforcement Learning Framework for Privacy-Preserving Synthesis of Complex Clinical Data
2026
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0
SynLLM: A Comparative Analysis of Large Language Models for Medical Tabular Synthetic Data Generation via Prompt Engineering
2025
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0
Co-authors
1 total
Hajar Homayouni
Computer Science, San Diego State University
