"single-cell transcriptomics" Papers

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Paper Type

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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.

ICML 2024poster

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

Suyuan Zhao, Jiahuan Zhang, Yushuai Wu et al.

ICML 2024poster