Preprint
Sep 2026
RAGCell: Retrieval-Augmented Generation as Supervision for Versatile Single-cell Analysis
Single-cell foundation models (scFMs) are transforming computational biology by enabling generalizable, task-agnostic representations for versatile single-cell analysis. Despite their progress in facilitating rapid deployment for downstream tasks, off-the-shelf scFMs still have some overlooked concerns: (I) (Pretrainin...
Tian-Yu Liu, Fan Zhang, Jia-Yuan Chen et al.
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