Author

Liang Du

Microsoft (United States)

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

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:contrastive learning· 1 Research Focus:dimensionality reduction· 1

Frequent Co-Authors

Pramod Kumar Sharma· 1 shared Robin AbrahamiD· 1 shared Zhihui GuoiD· 1 shared

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2021-2021 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Pramod Kumar Sharma

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1 paper

Recent·Most cited

MM-Deacon: Multimodal molecular domain embedding analysis via contrastive learning

Zhihui Guo, Pramod Kumar Sharma, Liang Du, Robin Abraham

MM-Deacon generates multimodal molecular embeddings using contrastive learning to align SMILES and IUPAC representations, improving molecule clustering and cross-modal search.

bioRxiv · Sep 17, 2021 · PreprintBioinformatics