Author

Pengfei Wang

Chinese Academy of SciencesORCID 0000-0003-1075-0684Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Guihai FengiD· 2 shared Yuanchun ZhouiD· 2 shared Chen FangiD· 1 shared Chengrui WangiD· 1 shared Chunyang ZhangiD· 1 shared Fang CheniD· 1 shared Ge YangiD· 1 shared Guole LiuiD· 1 shared

Activity by Year

2024-2024 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 38 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersBioinformatics

Guihai FengORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintNov 12, 2024

scCompass: An integrated cross-species scRNA-seq database for AI-ready

Pengfei Wang, Wenhao Liu, Jiajia Wang…·Yuanchun Zhou

scCompass provides a cross-species scRNA-seq database with standardized preprocessing, enabling AI-ready data for research and analysis.

5 citations

BioinformaticsACM Transactions on Intelligent Systems and TechnologyPeer-reviewedOct 29, 2024

How do Large Language Models understand Genes and Cells

Chen Fang, Yidong Wang, Yunze Song…·Xin Li

This study evaluates seven large language models on their ability to understand genes and cells, finding they have some capability but require improvements in cell annotation tasks.

6 citations

machine learning (classical)benchmarking