Author

Jiaqi Zheng

ORCID 0000-0002-8063-9730Unclaimed ORCID profile · follow to get notified of new preprints

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Jiaqi Zheng2 papers · Hong Kong Polytechnic University

Biology Disciplines

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Animal Behavior & Cognition· 1

Signature Assays, Organisms & Methods

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Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:imaging· 1 Organism:mouse· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Chen Peng· 1 shared Hong-Mei Xue· 1 shared Jie Wang· 1 shared Shi-Yuan Zhang· 1 shared Tian-Qi Cai· 1 shared Xiangdong SuniD· 1 shared Xiao-Ya Su· 1 shared Yangyi Tan· 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 paperAnimal Behavior & Cognition

Chen Peng

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1 paper

Recent·Most cited

From pose to behavior: SABER integrates identity-resolved multi-animal pose tracking with large-language-model-based behavioral factor discovery

Jiaqi Zheng, Chen Peng, Shi-Yuan Zhang, Jie Wang, Zhou Wen-ning, Hong-Mei Xue, Tian-Qi Cai, Yi-Wen Li, Xiao-Ya Su, Zhiwei Jiang, Yangyi Tan, Xiangdong Sun

SABER improves pose tracking and behavioral analysis in multi-animal videos by integrating identity-preserving tracking with behavioral factor discovery, showing reduced approach behavior in depression-susceptible mice.

bioRxiv · Oct 26, 2026 · PreprintAnimal Behavior & Cognition