Author

Tianao Liu

The University of SydneyORCID 0009-0009-6097-2905Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Assay:metagenomics· 2 Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Kang NingiD· 2 shared Haohong ZhangiD· 1 shared Haohong Zhang· 1 shared Linfeng ZhaoiD· 1 shared Ronghua YangiD· 1 shared Yiyang Jia· 1 shared Yuli Zhang· 1 shared Yuxuan QiiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

8 top collaborators · 18 mutual co-author links

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2 shared papersBioinformatics

Kang NingORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintOct 8, 2026

PaleoRigor: a bounded research agent with a reproducible evidence trail for paleomicrobiome data processing

Tianao Liu, Haohong Zhang, Yiyang Jia, Kang Ning

PaleoRigor uses a language model with constraints to process paleomicrobiome data, ensuring reproducibility and preventing invalid operations.

DOI 10.64898/2026.09.30.755547

metagenomicsstatistical model

𝕏 PostBluesky

BioinformaticsbioRxivPreprintSep 30, 2026

MGM2 as a Multimodal Foundation Model for Microbial Community States and Responses

Haohong Zhang, Yuli Zhang, Yuxuan Qi…·Kang Ning

The paper introduces MGM2, a multimodal foundation model for microbial communities that predicts responses to interventions and interprets community changes using shared representations of molecular identity and context.

DOI 10.64898/2026.07.20.739063

metagenomicsdeep learning

𝕏 PostBluesky