Author

Jian Zu

National University of SingaporeORCID 0000-0003-3633-0725Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Evolutionary Biology· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:host-pathogen & immune response· 1

Frequent Co-Authors

Yuexi GuiD· 2 shared Louxin ZhangiD· 1 shared Miaolei Li· 1 shared Shuting Fu· 1 shared Yongheng SuniD· 1 shared

Activity by Year

2018-2024 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 6 mutual co-author links

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2 shared papersBioinformatics

Yuexi GuORCID

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2 papers

Recent·Most cited

BioinformaticsBioinformatics AdvancesPeer-reviewedDec 26, 2024

DSA-DeepFM: A Dual-Stage Attention-Enhanced DeepFM Model for Predicting Anticancer Synergistic Drug Combinations

Yuexi Gu, Yongheng Sun, Louxin Zhang, Jian Zu

DSA-DeepFM improves drug synergy prediction by integrating dual-stage attention with Factorization Machines, outperforming existing models and identifying novel synergistic combinations.

1 citation

deep learningstatistical model

𝕏 PostBluesky

Evolutionary BiologybioRxivPreprintSep 6, 2018

Evolutionary branching of host resistance induced by density-dependent mortality

Jian Zu, Shuting Fu, Miaolei Li, Yuexi Gu

This study investigates how density-dependent mortality influences the evolutionary dynamics of host resistance, finding that trade-off curves determine whether resistance evolves continuously or through branching.

DOI 10.1101/410589

statistical modelhost-pathogen & immune response

𝕏 PostBluesky