Author

Mutian Yu

Northwestern UniversityORCID 0009-0003-3177-9950Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1 Assay:long-read sequencing· 1 Assay:metagenomics· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Fengchen LiuiD· 2 shared Lizhen ShiiD· 2 shared Rob S EganiD· 2 shared Zhong WangiD· 2 shared Andrei Stecca SteindorffiD· 1 shared Feng CheniD· 1 shared Gefei LiuiD· 1 shared Han LiuiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersBioinformatics

Fengchen LiuORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintAug 18, 2026

FP8 Inference in Genomic Foundation Models: Theoretical vs. Realized Speedups on GenomeOcean

Mutian Yu, Rob S Egan, Fengchen Liu…·Lizhen Shi

This study evaluates FP8 quantization in GenomeOcean, finding it preserves biological fidelity while improving efficiency, but throughput gains fall short of theoretical limits.

DOI 10.64898/2026.08.09.743676

long-read sequencingstatistical model

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BioinformaticsbioRxivPreprintJan 30, 2025

Uncovering the Genomic Manifold via Scalable Learning from the Global Microbiome

Weimin Wu, Zhihan Zhou, Robert W. Riley…·Zhong Wang

The paper introduces GenomeOcean, a large-scale generative model trained on metagenomic data, to explore the genomic manifold hypothesis and demonstrates its alignment with another model.

15 citations

metagenomicsdeep learning

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