Author

Bingyan Zheng

Shanghai Jiao Tong 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:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Ruitian GaoiD· 1 shared Xin YuaniD· 1 shared Yansong Tu· 1 shared Yifan WangiD· 1 shared Yiping Yue· 1 shared Yufei Zhang· 1 shared Yujia XiaiD· 1 shared Yuqiao GongiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Ruitian GaoORCID

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1 paper

Recent·Most cited

Features fusion or not: harnessing multiple pathological foundation models using Meta-Encoder for downstream tasks fine-tuning

Ruitian Gao, Zhaochang Yang, Xin Yuan, Yifan Wang, Yujia Xia, Yufei Zhang, Bingyan Zheng, Yuqiao Gong, Yiping Yue, Yansong Tu, Zhangsheng Yu

The paper introduces Meta-Encoder, a framework that combines multiple pathological foundation models to improve downstream task performance in computational pathology.

Nature Communications · Apr 15, 2026Peer-reviewedBioinformatics