Author

Yuxun He

Johns Hopkins 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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Genomics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

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Junwei SuniD· 1 shared Ouyang Zhu· 1 shared Yiqun T. CheniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperGenomics

Junwei SunORCID

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1 paper

Recent·Most cited

Beyond Expression Prediction: Benchmarking Differential Expression Classification in Single-Cell Perturbation Models

Junwei Sun, Yuxun He, Ouyang Zhu, Yiqun T. Chen

This paper benchmarks differential expression classification in single-cell perturbation models, finding that simple baselines often outperform deep learning models.

bioRxiv · Jul 24, 2026 · PreprintGenomics