Author

Luyao Qin

Chinese Academy of Medical Sciences & Peking Union Medical College

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 Evolutionary Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Assay:protein sequence· 1 Approach:statistical model· 1 Organism:virus· 1

Frequent Co-Authors

Aiping WuiD· 2 shared Jingze Liu· 2 shared Wenping XieiD· 2 shared Chuan Wang· 1 shared Dayan WangiD· 1 shared Hangyu ZhouiD· 1 shared Haoyang WangiD· 1 shared Jiangyuan WangiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 33 mutual co-author links

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2 shared papersEvolutionary Biology

Aiping WuORCID

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2 papers

Recent·Most cited

Seasonal influenza vaccine strain selection by quantifying viral fitness

Luyao Qin, Mengyi Zhang, Xiaoyuan Liu, Xiao Ding, Qianqian Li, Lei Yang, Yifan Qi, Jingze Liu, Hangyu Zhou, Zhiming Li, Wenping Xie, Zichen Li, Yun Ma, Jingqi Yang, Haoyang Wang, , Aiping Wu

This paper develops FutureFlu, a framework to predict influenza vaccine strains by quantifying viral fitness, showing improved accuracy compared to current methods.

bioRxiv · Sep 17, 2026 · PreprintEvolutionary Biology

Deciphering the Antigenic Evolution of Seasonal Influenza A Viruses with PREDAC-Transformer: From Antigenic Clustering to Key Site Identification

Jingze Liu, Jiangyuan Wang, Chuan Wang, Xiao Lan Ding, Wenping Xie, Luyao Qin, Aiping Wu, Jing Meng, Taijiao Jiang

This paper introduces PREDAC-Transformer, a deep learning framework that improves antigenic relationship prediction and identifies key amino acid sites driving influenza antigenic evolution.

bioRxiv · Oct 29, 2025 · PreprintBioinformatics