Author

Giulia Guidi

Cornell UniversityORCID 0000-0001-8925-3239Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:deconvolution· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Research Focus:genome assembly· 1 Organism:human· 1 Assay:long-read sequencing· 1

Frequent Co-Authors

Adam R. BoykoiD· 1 shared Aydın BuluçiD· 1 shared Daniel S. RokhsariD· 1 shared Drew DeHaasiD· 1 shared Katherine YelickiD· 1 shared Marquita EllisiD· 1 shared Max ZhaoiD· 1 shared Qingyao SuniD· 1 shared

Activity by Year

2021-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperGenomics

Adam R. BoykoORCID

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2 papers

Recent·Most cited

Sparse Linear Algebra Accelerates Genotype Representation Graph Computation at Biobank Scale

Yifan Li, Qingyao Sun, Drew DeHaas, Max Zhao, Adam R. Boyko, Shaila A. Musharoff, Xinzhu Wei, Giulia Guidi

This paper introduces Mikado, a method using sparse linear algebra to accelerate genotype representation graph computations, significantly improving speed over existing tools on large biobank datasets.

bioRxiv · Sep 21, 2026 · PreprintGenomics

BELLA: Berkeley Efficient Long-Read to Long-Read Aligner and Overlapper

Giulia Guidi, Marquita Ellis, Daniel S. Rokhsar, Katherine Yelick, Aydın Buluç

BELLA improves long-read sequencing overlap detection and assembly by balancing precision and recall, achieving high F1 scores on real and synthetic data.

Society for Industrial and Applied Mathematics eBooks · Jan 1, 2021Peer-reviewedBioinformatics