Author

Yiqiang Chen

Chinese Academy of Sciences

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:large language model· 1 Organism:mouse· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Ao LiiD· 1 shared Baoyang HuiD· 1 shared Chaofan He· 1 shared Chengrui WangiD· 1 shared Chenhao LiiD· 1 shared Chunyang ZhangiD· 1 shared Cong LiiD· 1 shared Dechao BuiD· 1 shared

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2024-2024 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

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1 paper

Recent·Most cited

GeneCompass: Deciphering Universal Gene Regulatory Mechanisms with Knowledge-Informed Cross-Species Foundation Model

Xiaodong Yang, Guole Liu, Guihai Feng, Dechao Bu, Pengfei Wang, Jie Jiang, Shubai Chen, Qinmeng Yang, Hefan Miao, Yiyang Zhang, Zhenpeng Man, Zhongming Liang, Zichen Wang, Yaning Li, Zheng Li, , Zeyuan Zhang

GeneCompass is a cross-species foundation model pre-trained on single-cell transcriptomes from human and mouse, integrating biological knowledge to improve gene regulatory mechanism understanding and downstream tasks.

Cell Research · Oct 7, 2024Peer-reviewedBioinformatics