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Author

Minsi Ren

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Open access Sep 2026

LucaCell: a sequence-centric foundation model for cross-species single-cell analysis

LucaCell, a sequence-centric foundation model that represents genes through pre-trained mRNA sequence embeddings rather than static gene annotations, is presented, showing that sequence-informed gene representation can improve the generalization of single-cell foundation models across species, data types, and predictiv...

Yan Sun, Yong He, Min-Si Ren et al. · 0 citations
Review Open access Aug 2026

The Hitchhiker's Guide to Autonomous Research: A Survey of Scientific Agents.

This survey bridges the existing gap by presenting a comprehensive blueprint for scientific agents' design and introduces a unified taxonomy based on capability envelope and capability maturity, characterizing both the scope of scientific workflow coverage and the reliability of agent behavior under realistic research...

Xin-Ming Wang, Jian Xu, Sheng Lian et al. · 11 citations

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