2 papers
q-bio.GN2026
HELICS: Biobank-scale Conditional Synthetic Genome Generation via Latent Flow Matching
Ahmad Abdel-Azim, Xihong Lin
Individual-level genotype data underpin genetic discovery, disease-risk modeling, and therapeutic development, yet many critical settings remain data-limited, including underrepres…
stat.ML2026
Harnessing Synthetic Data from Generative AI for Statistical Inference
Ahmad Abdel-Azim, Ruoyu Wang, Xihong Lin
The emergence of generative AI models has dramatically expanded the availability and use of synthetic data across scientific, industrial, and policy domains. While these developmen…