Author

Siyou Li

Queen Mary University of London

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:contrastive learning· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Research Focus:variant effect prediction· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Grant H. Watson· 1 shared Juexi Shao· 1 shared Ke Zhai· 1 shared Massimo PoesioiD· 1 shared Yuan LiangiD· 1 shared Yujian GaniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Grant H. Watson

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1 paper

Recent·Most cited

DNA-LLM2Vec: Architecture-Aware Task-Conditioned Adaptation of Decoder DNA Foundation Models

Yuan Liang, Ke Zhai, Yujian Gan, Siyou Li, Juexi Shao, Grant H. Watson, Massimo Poesio

DNA-LLM2Vec adapts decoder DNA models to bidirectional context for genomic tasks, improving performance on extended-context tasks but varying by task and backbone.

bioRxiv · Oct 14, 2026 · PreprintBioinformatics