Author

Xiang Liu

Beijing University of Posts and TelecommunicationsORCID 0000-0002-0274-6127Unclaimed ORCID profile · follow to get notified of new preprints

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Xiang Liu7 papers · Zhejiang University

Biology Disciplines

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Bioinformatics· 1 Genomics· 1

Signature Assays, Organisms & Methods

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Assay:GWAS summary statistics· 2 Organism:Arabidopsis· 1 Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Research Focus:fine-mapping· 1 Research Focus:GWAS / association mapping· 1 Organism:human· 1

Frequent Co-Authors

Eric P. XingiD· 2 shared Haohan WangiD· 2 shared Ming XuiD· 1 shared Qiao JiniD· 1 shared Wenting YeiD· 1 shared William W. Cohen· 1 shared Yifeng TaoiD· 1 shared Yunpeng XiaoiD· 1 shared

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2018-2018 · peak 2/yr

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8 top collaborators · 20 mutual co-author links

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2 shared papersBioinformatics

Eric P. XingORCID

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2 papers

Recent·Most cited

BioinformaticsPacific Symposium on Biocomputing (PSB)Peer-reviewedNov 1, 2018

Automatic Human-like Mining and Constructing Reliable Genetic Association Database with Deep Reinforcement Learning

Haohan Wang, Xiang Liu, Yifeng Tao…·Eric P. Xing

This paper introduces a system using deep reinforcement learning to automatically curate a genetic association database by simulating human research behaviors.

9 citations

humanGWAS summary statistics

𝕏 PostBluesky

GenomicsMethodsPeer-reviewedApr 26, 2018

Multiplex Confounding Factor Correction for Genomic Association Mapping with Squared Sparse Linear Mixed Model

Haohan Wang, Xiang Liu, Yunpeng Xiao…·Eric P. Xing

This paper introduces a Squared-LMM model to correct confounding factors in genomic association mapping, showing improved accuracy in predicting trait-locus associations using synthetic and real data.

2 citations

ArabidopsisGWAS summary statistics

𝕏 PostBluesky