Author

Jinzheng Ren

Australian National UniversityORCID 0009-0007-0786-1726Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Organism:mouse· 1 Assay:protein sequence· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Jiawei WangiD· 2 shared Bianca DumitrascuiD· 1 shared Cora Moore· 1 shared John C. MarioniiD· 1 shared Katie McDoleiD· 1 shared Licheng ZongiD· 1 shared Robert D. FinniD· 1 shared Robert Neil KelshiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

9 top collaborators · 21 mutual co-author links

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2 shared papersBioinformatics

Jiawei WangORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJun 15, 2026

Biological meaning in protein embedding space is resolution-dependent

Licheng Zong, Jinzheng Ren, Yu Li…·Jiawei Wang

The paper shows that biological meaning in protein embeddings depends on resolution, with different levels of organisation preserving distinct biological relationships.

DOI 10.64898/2026.06.12.730559

protein sequencestatistical model

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BioinformaticsbioRxivPreprintJun 11, 2026

A quantitative coordinate system for developmental dynamics

Jiawei Wang, Jinzheng Ren, Cora Moore…·John C. Marioni

This paper introduces STERN, a framework that quantitatively compares developmental trajectories across embryos by learning spatiotemporal representations from 4D imaging data.

DOI 10.64898/2026.06.09.730858

mousezebrafish

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