Author

Lingpeng Kong

University of Hong KongORCID 0000-0002-9033-2724Unclaimed 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 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Chang MaiD· 1 shared Haiteng Zhao· 1 shared Hannan XuiD· 1 shared Jie FuiD· 1 shared Qi LiuiD· 1 shared Shengchao LiuiD· 1 shared Zhi‐Hong DengiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Chang MaORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMay 30, 2023

GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning

Haiteng Zhao, Shengchao Liu, Chang Ma…·Qi Liu

GIMLET is a graph-text model that uses natural language instructions for zero-shot molecule property prediction, outperforming baselines and approaching supervised models.

29 citations

deep learningdrug response / drug discovery

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