Author

Xiaoping Liu

University of Chinese Academy of SciencesORCID 0000-0002-3246-4227Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 2

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 2 Research Focus:drug response / drug discovery· 2 Research Focus:gene regulatory network inference· 2 Organism:human· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1

Frequent Co-Authors

Luonan CheniD· 2 shared Hongbin JiiD· 1 shared Jiachen WangiD· 1 shared Kazuyuki AiharaiD· 1 shared Qingcui Li· 1 shared Xiao Chang· 1 shared Yuelei ZhangiD· 1 shared Yuetong Wang· 1 shared

Activity by Year

2016-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 16 mutual co-author links

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2 shared papersSystems Biology

Luonan ChenORCID

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2 papers

Recent·Most cited

Causal network inference based on cross-validation predictability

Yuelei Zhang, Qingcui Li, Jiachen Wang, Xiao Chang, Luonan Chen, Xiaoping Liu

This study introduces a causal inference algorithm based on cross-validated predictability, demonstrating high accuracy and robustness in identifying causal relationships and driver genes in liver cancer.

Communications Physics · Apr 18, 2025Peer-reviewedSystems Biology

Personalized characterization of diseases using sample-specific networks

Xiaoping Liu, Yuetong Wang, Hongbin Ji, Kazuyuki Aihara, Luonan Chen

This paper introduces a sample-specific network method to construct individual-specific disease networks from single-sample expression data, identifying disease modules and driver genes without sequencing.

bioRxiv · May 24, 2016Systems Biology