Author

Qingru Hua

Peking 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

Signature Assays, Organisms & Methods

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Assay:CRISPR screen· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Chuan CaoiD· 1 shared Cuiting Zhong· 1 shared Guoqing LiuiD· 1 shared Haiguang LiuiD· 1 shared Haitao HuangiD· 1 shared Liu SiD· 1 shared Mingqian Ma· 1 shared Mo Xu· 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 paperGenomics

Chuan CaoORCID

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1 paper

Recent·Most cited

Reconstructing sequence-grammar trajectories enables interpretable and tunable cis-regulatory element design

Mingqian Ma, Wanjuan Bu, Guoqing Liu, Yuxuan Liu, Liu S, Zhen Zhao, Shijie Yao, Qingru Hua, Yu Zhang, Cuiting Zhong, Haitao Huang, Pan Deng, Peiran Jin, Qijin Yin, Chuan Cao, , Zeyu Chen

This paper introduces GO-CRE, a method for designing cell-type-specific cis-regulatory elements by reconstructing sequence-grammar trajectories and using reinforcement learning with predictor guidance.

bioRxiv · Jul 17, 2026 · PreprintGenomics