Author

Lingdong Shen

Peking UniversityORCID 0009-0009-6783-0766Unclaimed 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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Approach:deep learning· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Guowei ZhouiD· 1 shared Hao WangiD· 1 shared jinren NiiD· 1 shared Linlin Chao· 1 shared Qi LiuiD· 1 shared Tang Liu· 1 shared Tianhong Li· 1 shared Xiaoming ZhangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Guowei ZhouORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 9, 2026

ProteinSage: From implicit learning to explicit structural constraints for efficient protein language modeling

Lingdong Shen, Linlin Chao, Tang Liu…·jinren Ni

ProteinSage uses structural constraints during pretraining to improve protein language modeling with less data, achieving competitive performance on structure-aware tasks.

DOI 10.64898/2026.03.17.712034

protein sequencedeep learning

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