Author

Moonwon Choi

Seoul National UniversityORCID 0009-0009-8471-9533Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:statistical model· 1 Assay:whole-genome sequencing· 1

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Bokeum ChoiD· 1 shared Seunggeun LeeiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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1 shared paperBioinformatics

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintNov 9, 2025

Preference-Based Fine-Tuning of Genomic Sequence Models for Personal Expression Prediction with Data Augmentation

Moonwon Choi, Bokeum Cho, Seunggeun Lee

The paper improves gene expression prediction from DNA sequences by fine-tuning genomic models with synthetic data and preference-based objectives, outperforming existing methods on the GEUVADIS dataset.

DOI 10.1101/2025.11.09.687505

humanwhole-genome sequencing

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