Author

Haiyi Harry Mao

University of PittsburghORCID 0000-0002-5726-2613Unclaimed 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:cell type annotation· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:scATAC-seq· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Eleanor ValenziiD· 1 shared Harinder SinghiD· 1 shared Kun Zhang· 1 shared Marissa E. Di· 1 shared Minxue JiaiD· 1 shared Panayiotis V. BenosiD· 1 shared Robert LafyatisiD· 1 shared Xiaoyu Tracy CaiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Eleanor ValenziORCID

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedOct 7, 2025

HALO: Hierarchical Causal Modeling for Single Cell Multi-Omics Data

Haiyi Harry Mao, Minxue Jia, Marissa E. Di…·Panayiotis V. Benos

HALO models temporal causal relations in single-cell multi-omics data by distinguishing coupled and decoupled latent representations, revealing lineage specification dynamics in AT2 cells.

10 citations

humanscATAC-seq

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