Author

Mingfei Liu

Shanghai Jiao Tong 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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Approach:contrastive learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Jian Zhang· 1 shared Jinghao FengiD· 1 shared Jingyi CheniD· 1 shared Weidi XieiD· 1 shared Xiaoman ZhangiD· 1 shared Xingran Quan· 1 shared Ya Ping ZhangiD· 1 shared Yanfeng Wang· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Jian Zhang

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1 paper

Recent·Most cited

MAP: A Knowledge-driven Framework for Predicting Single-cell Responses for Unprofiled Drugs

Jinghao Feng, Ziheng Zhao, Xiaoman Zhang, Mingfei Liu, Jingyi Chen, Xingran Quan, Jian Zhang, Yanfeng Wang, Ya Ping Zhang, Weidi Xie

MAP predicts single-cell responses to unprofiled drugs using a knowledge-driven framework that integrates biological knowledge and improves performance over baselines.

bioRxiv · Feb 27, 2026 · PreprintBioinformatics