CFM-GP: Unified Conditional Flow Matching to Learn Gene Perturbation Across Cell Types
Published:
CFM-GP learns a continuous, cell-type-conditioned transformation from control to perturbed single-cell expression profiles. A unified conditional flow model captures shared and cell-type-specific response dynamics across multiple biological settings.
NAR Genomics & Bioinformatics 2026 Paper
@article{abir2026cfmgp,
title = {CFM-GP: Unified Conditional Flow Matching to Learn Gene Perturbation Across Cell Types},
author = {Abir, Abrar Rahman and Dip, Sajib Acharjee and Zhang, Liqing},
journal = {NAR Genomics and Bioinformatics},
volume = {8},
number = {3},
pages = {lqag087},
year = {2026},
doi = {10.1093/nargab/lqag087}
}