Author

Siyuan Tian

ShanghaiTech University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:statistical model· 1

Frequent Co-Authors

Fang BaiiD· 1 shared Hao YangiD· 1 shared Lin WangiD· 1 shared Lu LiuiD· 1 shared Shihang WangiD· 1 shared Shiwei LiiD· 1 shared Xinyu WangiD· 1 shared Yongqi ZhouiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Fang BaiORCID

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1 paper

Recent·Most cited

Conformational Space Profile Enhances Generic Molecular Representation Learning

Lin Wang, Shihang Wang, Hao Yang, Shiwei Li, Xinyu Wang, Yongqi Zhou, Siyuan Tian, Lu Liu, Fang Bai

This paper introduces GeminiMol, a molecular representation model that incorporates conformational space profiles to improve performance on molecular property prediction and zero-shot tasks like virtual screening.

bioRxiv · Dec 14, 2023 · PreprintBioinformatics