Author

Kouyi Zhou

Huazhong University of Science and Technology

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 Microbiology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:drug response / drug discovery· 2 Assay:metagenomics· 2 Research Focus:differential expression· 1 Approach:experimental assay· 1 Organism:human· 1 Research Focus:trajectory inference· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Kang NingiD· 2 shared Bifeng Liu· 1 shared Haohong ZhangiD· 1 shared Haohong Zhang· 1 shared Jiayi LiuiD· 1 shared Jin Han· 1 shared Peng Chen· 1 shared Qize Zhou· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 25 mutual co-author links

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2 shared papersBioinformatics

Kang NingORCID

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2 papers

Recent·Most cited

Accelerating antibiotic discovery from Earth's isolated habitats through protein language models and microfluidics

Zixin Kang, Haohong Zhang, Qize Zhou, Jiayi Liu, Kouyi Zhou, Peng Chen, Bifeng Liu, Kang Ning

The paper develops MicroSPEAR, a framework combining a protein language model and microfluidics to discover and validate antimicrobial peptides from isolated habitats.

bioRxiv · Nov 13, 2025 · PreprintBioinformatics

MicroProphet: A Digital Twin Framework for Predicting Microbial Community Dynamics with Personalized Precision

Yuli Zhang, Kouyi Zhou, Xiaoke Chen, Haohong Zhang, Jin Han, Kang Ning

MicroProphet predicts microbial community dynamics from sparse longitudinal data, enabling personalized health monitoring and intervention planning.

bioRxiv · May 8, 2025 · PreprintMicrobiology