Author

Gelei Deng

Nanyang Technological UniversityORCID 0000-0002-0046-6674Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Jingquan GeiD· 1 shared Joshua W. K. HoiD· 1 shared Xinyi LiniD· 1 shared Yi LiuiD· 1 shared Yuekang LiiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Jingquan GeORCID

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1 paper

Recent·Most cited

GeneRAG: Enhancing Large Language Models with Gene-Related Task by Retrieval-Augmented Generation

Xinyi Lin, Gelei Deng, Yuekang Li, Jingquan Ge, Joshua W. K. Ho, Yi Liu

This paper introduces a framework that enhances LLMs with gene-related tasks using retrieval-augmented generation and MMR algorithm, showing improved performance in gene question answering, cell type annotation, and gene interaction prediction.

bioRxiv · Jun 24, 2024 · PreprintBioinformatics