Author

Meichen Xiao

Northwest A&F University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Approach:graph neural network· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Fuyi LiiD· 1 shared Jiang BianiD· 1 shared Kun WangiD· 1 shared Ruolin YangiD· 1 shared Yu HuangiD· 1 shared Yuxi LiuiD· 1 shared Zhenhao ZhangiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Fuyi LiORCID

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1 paper

Recent·Most cited

Graph Contrastive Learning as a Versatile Foundation for Advanced scRNA-seq Data Analysis

Zhenhao Zhang, Yuxi Liu, Meichen Xiao, Kun Wang, Yu Huang, Jiang Bian, Ruolin Yang, Fuyi Li

This paper introduces scSimGCL, a graph contrastive learning framework for scRNA-seq data that improves cell clustering through self-supervised pretraining and high-quality representation learning.

Briefings in Bioinformatics · Sep 23, 2024Peer-reviewedBioinformatics