Author

Ying Song

Sun Yat-sen UniversityORCID 0000-0002-4685-7267Unclaimed ORCID profile · follow to get notified of new preprints

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Ying Song3 papers · University of Southern California

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1

Frequent Co-Authors

Chengtao LiiD· 1 shared Hongming CheniD· 1 shared Hui Yu YangiD· 1 shared Jiahua RaoiD· 1 shared Jiancong XieiD· 1 shared Jianwen CheniD· 1 shared Shuangjia ZhengiD· 1 shared Yuedong YangiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Chengtao LiORCID

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1 paper

Recent·Most cited

MolRep: A Deep Representation Learning Library for Molecular Property Prediction

Jiahua Rao, Shuangjia Zheng, Ying Song, Jianwen Chen, Chengtao Li, Jiancong Xie, Hui Yu Yang, Hongming Chen, Yuedong Yang

The paper develops MolRep, a library unifying 16 molecular representation models, and evaluates them on 12 benchmarks to identify top-performing models for property prediction.

bioRxiv · Jan 13, 2021 · PreprintBioinformatics