Author

Zhongjie T. Liang

Soochow UniversityORCID 0000-0003-0763-5407Unclaimed 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· 1 Research Focus:differential expression· 1 Research Focus:protein folding & dynamics· 1 Assay:protein structure· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Dongfang Luo· 1 shared Gennady M. VerkhivkeriD· 1 shared Guang HuiD· 1 shared Mingyue Cai· 1 shared Yuan Li· 1 shared Yuhan Ning· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBiophysics

Dongfang Luo

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1 paper

Recent·Most cited

BiophysicsbioRxivPreprintAug 20, 2026

Dynamics-aware geometric learning predicts disease-associated molecular perturbations

Yuhan Ning, Mingyue Cai, Dongfang Luo…·Zhongjie T. Liang

This study introduces DynGeo-Pheno, a geometric deep learning framework that predicts disease-associated phosphosites and missense mutations by integrating protein dynamics and structural information.

DOI 10.64898/2026.08.17.745323

protein structuredeep learning

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