Author

Jiang Liu

National University of SingaporeORCID 0000-0001-6281-6505Unclaimed ORCID profile · follow to get notified of new preprints

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Jiang Liu2 papers · Sichuan Agricultural University

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:metagenomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Meng ZhangiD· 1 shared Ragunathan MariappaniD· 1 shared Scott T. WeissiD· 1 shared Shi Wei HuangiD· 1 shared Tong WangiD· 1 shared Vaibhav RajaniD· 1 shared Yang‐Yu LiuiD· 1 shared Zheng SuniD· 1 shared

Activity by Year

2019-2022 · peak 1/yr

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8 top collaborators · 16 mutual co-author links

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1 shared paperBioinformatics

Meng ZhangORCID

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2 papers

Recent·Most cited

Eliminate false positives in metagenomic profiling based on type IIB restriction sites

Zheng Sun, Jiang Liu, Meng Zhang, Tong Wang, Shi Wei Huang, Scott T. Weiss, Yang‐Yu Liu

The paper introduces MAP2B, a metagenomic profiler that reduces false positives and improves abundance estimation using type IIB restriction sites, outperforming existing methods on benchmark datasets.

bioRxiv · Oct 24, 2022 · PreprintBioinformatics

Deep Augmented Multiview Clustering

Ragunathan Mariappan, Jiang Liu, Vaibhav Rajan

This paper introduces a deep learning method for multiview clustering that co-clusters matrices and identifies cross-matrix cluster associations, with initial results on a clinical dataset.

bioRxiv · Sep 16, 2019 · PreprintBioinformatics