Author

Yuedian Ye

Guangdong Academy of Medical Sciences

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

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:contrastive learning· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Shuguang Robert CuiiD· 1 shared Wenjing Ma· 1 shared Yuning You· 1 shared 魏宗婷· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 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

1 shared paperBioinformatics

Shuguang Robert CuiORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

How Much Can AI Virtual Cells Gain from Unified Perturbational Modeling?

魏宗婷, Yuedian Ye, Shuguang Robert Cui, Wenjing Ma, Yuning You

This paper evaluates how unified perturbational modeling improves AI virtual cell predictors by integrating heterogeneous Perturb-seq datasets and achieving better performance across benchmarks.

bioRxiv · Oct 27, 2026 · PreprintBioinformatics