Author

Kangjie Zheng

Peking UniversityORCID 0000-0001-9307-0566Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Siyu LongiD· 2 shared Wei‐Ying MaiD· 2 shared Xinyu DaiiD· 2 shared Zaiqing NieiD· 2 shared Hao ZhouiD· 1 shared Hao ZhouiD· 1 shared Junwei YangiD· 1 shared Junwei YangiD· 1 shared

Activity by Year

2024-2024 · peak 2/yr

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10 top collaborators · 36 mutual co-author links

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2 shared papersBioinformatics

Siyu LongORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintApr 13, 2024

MOL-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective

Junwei Yang, Kangjie Zheng, Siyu Long…·Hao Zhou

The paper introduces a 3D molecular auto-encoder with a new training objective, achieving better performance than existing methods.

10 citations

deep learningcontrastive learning

𝕏 PostBluesky

BioinformaticsbioRxivPreprintMar 4, 2024

ESM All-Atom: Multi-scale Protein Language Model for Unified Molecular Modeling

Kangjie Zheng, Siyu Long, Tianyu Lu…·Hao Zhou

This paper introduces ESM-AA, a protein language model that operates at both atom and residue scales, outperforming previous methods in protein-molecule tasks.

12 citations

protein sequencedeep learning

𝕏 PostBluesky