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Ziyan Liu on Muck Rack

Ziyan Liu

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Articles

An Effective Software Vulnerability Detection Method Based on Dual-Channel Convolutional Neural Network

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By Jinfu Chen, Ziyan Liu, Saihua Cai
| Wiley Online Library Verified
, , , , , and , “An Effective Software Vulnerability Detection Method Based on Dual-Channel Convolutional Neural Network,” Journal of Software: Evolution and Process38, no. 7 (2026): e70148, https://doi.org/10.1002/smr.70148. Conflicts of Interest The authors declare no conflicts of interest. Data Availability Statement The data that support the findings of this study are available upon request from the corresponding author.
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Computer Science > Artificial Intelligence

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By Ziyan Liu, Zhenxin Huang, Runquan Gui
| arXiv
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
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Global patterns of pertussis incidence and vaccination strategies: implications of divergent surveillance data

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By Kangguo Li, Yulun Xie, Jiadong Wu, Tao Chen, Juan Li, Sha Chen, Ziyan Liu, Honglian Liu, Jia Rui, Zeyu Zhao, Kaiwei Luo, Yanhua Su, Tianmu Chen, Yunzhi Zenghuang, Mingzhai Wang
| Nature Verified
Abstract Pertussis remains a global threat for infants, and recent increases in notifications have renewed interest in optimising vaccination strategies and improving vaccines. At the biological level, the rationale for maternal pertussis immunization extends beyond passive antibody transfer alone and may also involve broader maternal–infant immune interactions; however, at the population level these mechanisms are operationalized through policy adoption, timing recommendations, and coverage.
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