Author

Xiaocheng Liu

Shandong UniversityORCID 0009-0004-1744-182XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:benchmarking· 1 Approach:diffusion model· 1 Assay:protein structure· 1 Assay:proteomics· 1 Research Focus:sequence-to-function modeling· 1

Frequent Co-Authors

Jianyi YangiD· 2 shared Wenkai WangiD· 2 shared Zhenling PengiD· 2 shared Xiaoyu An· 1 shared Ziyi WangiD· 1 shared Zongyang Du· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

6 top collaborators · 13 mutual co-author links

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2 shared papersBioinformatics

Jianyi YangORCID

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2 papers

Recent·Most cited

RiboDFM: Robust RNA sequence design using backbone-conditioned discrete flow matching

Xiaocheng Liu, Xiaoyu An, Zhenling Peng, Wenkai Wang, Jianyi Yang

RiboDFM designs RNA sequences that fold into target 3D structures using a backbone-conditioned discrete flow-matching framework, achieving high sequence recovery and tertiary-structure consistency.

bioRxiv · Oct 23, 2026 · PreprintBioinformatics

Quality assessment of RNA 3D structure models using deep learning and intermediate 2D maps

Xiaocheng Liu, Wenkai Wang, Zongyang Du, Ziyi Wang, Zhenling Peng, Jianyi Yang

RNArank assesses RNA 3D structure model quality using deep learning and intermediate 2D maps, outperforming existing methods in benchmark tests.

Communications Biology · Jan 21, 2026Peer-reviewedBioinformatics