Author

Guangxin Su

UNSW Sydney

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:scRNA-seq· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Adelle C.F. CosteriD· 1 shared Di YuiD· 1 shared Hanchen Wang· 1 shared Marc Ronald WilkinsiD· 1 shared Pablo F. CañeteiD· 1 shared Wenjie ZhangiD· 1 shared Yang YangiD· 1 shared Ying ZhangiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Adelle C.F. CosterORCID

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1 paper

Recent·Most cited

Inferring gene regulatory networks by hypergraph variational autoencoder

Guangxin Su, Hanchen Wang, Ying Zhang, Adelle C.F. Coster, Marc Ronald Wilkins, Pablo F. Cañete, Di Yu, Yang Yang, Wenjie Zhang

This paper introduces HyperG-VAE, a Bayesian deep generative model for GRN inference using scRNA-seq data, showing effectiveness in clustering, visualization, and revealing gene regulation patterns.

bioRxiv · Apr 1, 2024 · PreprintBioinformatics