"single-cell transcriptomics" Papers

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Learning Cross-Domain Representations for Transferable Drug Perturbations on Single-Cell Transcriptional Responses

Hui Liu, Shikai Jin

AAAI 2025paperarXiv:2412.19228

PCA++: How Uniformity Induces Robustness to Background Noise in Contrastive Learning

Mingqi Wu, Qiang Sun, Archer Yang

NEURIPS 2025spotlightarXiv:2511.12278

Cell2Sentence: Teaching Large Language Models the Language of Biology

Daniel Levine, Syed Rizvi, Sacha Lévy et al.

LangCell: Language-Cell Pre-training for Cell Identity Understanding

Suyuan Zhao, Jiahuan Zhang, Yushuai Wu et al.

ICML 2024arXiv:2405.06708