Author

Xuanlin Meng

Second Military Medical UniversityORCID 0000-0002-9968-2069Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Research Focus:cell type annotation· 1 Approach:experimental assay· 1 Approach:large language model· 1 Assay:metabolomics· 1

Frequent Co-Authors

Fei TaoiD· 1 shared Lianghua WangiD· 1 shared Ping XuiD· 1 shared Tengjiao Wang· 1 shared Xinhao Li· 1 shared Xiuliang CuiiD· 1 shared Zhongyuan DongiD· 1 shared

Activity by Year

2021-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 11 mutual co-author links

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1 shared paperSystems Biology

Fei TaoORCID

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2 papers

Recent·Most cited

CellSwarm: LLM-Driven Cell Agents Recapitulate Tumor Microenvironment Dynamics and Sense Indirect Genetic Perturbations

Xuanlin Meng, Tengjiao Wang, Zhongyuan Dong, Xinhao Li, Xiuliang Cui, Lianghua Wang

CELLSWARM uses LLM-driven agents to simulate tumor microenvironment dynamics, outperforming rule-based models in cross-cancer generalization and sensing indirect genetic perturbations.

bioRxiv · Feb 26, 2026 · PreprintSystems Biology

Single-cell metabolomics reveals the metabolic heterogeneity among microbial cells

Xuanlin Meng, Fei Tao, Ping Xu

This paper introduces RespectM, a method for single-cell metabolomics in microbes, achieving high accuracy in cell classification and revealing metabolic heterogeneity.

bioRxiv · Nov 8, 2021 · PreprintSystems Biology