Author

Liquan Lin

Xiamen UniversityORCID 0000-0002-6013-4380Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:CRISPR screen· 2 Approach:deep learning· 2 Research Focus:benchmarking· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1

Frequent Co-Authors

Fei TengiD· 2 shared Jialiang HuangiD· 2 shared Ruipu LiangiD· 2 shared Chunge ZhongiD· 1 shared Fei Chen· 1 shared Feng CheniD· 1 shared Han ZhangiD· 1 shared Han ZhangiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

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10 top collaborators · 33 mutual co-author links

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2 shared papersGenomics

Fei TengORCID

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2 papers

Recent·Most cited

GenomicsbioRxivPreprintFeb 5, 2026

eScreen: a deep learning framework for functionally decoding the regulatory genome at single-nucleotide resolution

Shijie Luo, Liquan Lin, Han Zhang…·Jialiang Huang

The paper introduces eScreen, a deep learning model that decodes regulatory genome function at single-nucleotide resolution using CRISPR screen data, achieving high accuracy and mechanistic interpretation.

DOI 10.64898/2026.02.02.703403

humanCRISPR screen

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GeneticsbioRxivPreprintOct 21, 2025

Benchmarking Perturbation Tools for the Noncoding Genome

Han Zhang, Shijie Luo, Xiaofeng Wang…·Fei Teng

This study benchmarks five loss-of-function perturbation tools for studying noncoding genome function, finding dual-SpCas9 is most effective for targeting CREs and recommending RNA interference for noncoding RNA genes.

1 citation

CRISPR screendeep learning

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