Author

Pan Liu

The Hong Kong University of Science and Technology (Guangzhou)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Approach:large language model· 1 Assay:metabolomics· 1 Assay:multiome· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Hongyu Zhan· 1 shared Jingyi Jessica LiiD· 1 shared Jun XiaiD· 1 shared Tan Yusheng· 1 shared Yifan Li· 1 shared Yunhua Zhong· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Hongyu Zhan

Mutual co-authors in cluster

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2 papers

Recent·Most cited

MSAgent: An Evidence Grounded Agentic Framework for LLM-driven Scientific Exploration in Mass Spectrometry-based Metabolomics

Yifan Li, Yunhua Zhong, Pan Liu, Tan Yusheng, Hongyu Zhan, Jun Xia

MSAgent improves molecular identification from mass spectrometry data by integrating LLMs with domain tools, achieving higher accuracy and reliability than existing methods.

bioRxiv · Apr 24, 2026 · PreprintBioinformatics

mcRigor: a statistical method to enhance the rigor of metacell partitioning in single-cell data analysis

Pan Liu, Jingyi Jessica Li

mcRigor improves metacell partitioning reliability by detecting heterogeneous metacells and optimizing hyperparameters for single-cell RNA-seq and multiome data.

Nature Communications · Sep 29, 2025Peer-reviewedBioinformatics