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  1. No Access

    Chapter and Conference Paper

    Distributed Intelligent Collaborative Scheduling Mechanism for Cloud-Edge-End Resources in IoT

    With the integration and development of the Internet of Things (IoT), the service model of IoT has gradually evolved from traditional “data collection and business processing” to “providing ubiquitous and univ...

    Liqiang Wang, Wenchen He, Ruilin liu, Faqiang Liu in Computer Networks and IoT (2024)

  2. Article

    Open Access

    Virulence, antimicrobial resistance, and molecular characteristics of carbapenem-resistant Klebsiella pneumoniae in a hospital in Shijiazhuang City from China

    Carbapenem-resistant Klebsiella pneumoniae (CRKP), as one of the most common drug-resistant bacteria threatening human health, is hyper-resistant to multiple antimicrobial drugs and carbapenems, which can be deal...

    Yumei Guo, Faqiang Liu, Yulan Zhang, **aoli Wang, Weili Gao in International Microbiology (2023)

  3. Article

    Open Access

    A framework for the general design and computation of hybrid neural networks

    There is a growing trend to design hybrid neural networks (HNNs) by combining spiking neural networks and artificial neural networks to leverage the strengths of both. Here, we propose a framework for general ...

    Rong Zhao, Zheyu Yang, Hao Zheng, Yujie Wu, Faqiang Liu in Nature Communications (2022)

  4. No Access

    Chapter and Conference Paper

    Towards Both Accurate and Robust Neural Networks Without Extra Data

    Deep neural networks have achieved remarkable performance in various applications but are extremely vulnerable to adversarial perturbation. The most representative and promising methods that can enhance model ...

    Faqiang Liu, Rong Zhao in Artificial Neural Networks and Machine Learning – ICANN 2022 (2022)

  5. No Access

    Article

    Effect of Vanadium on Microstructure and Mechanical Properties of TIG Weld Joint of China Low Activation Martensitic Steel

    The microstructure and mechanical properties on weld metal of China low activation martensitic steel were investigated in this paper. Welding wire of various Vanadium content was used and Tungsten Inert Gas we...

    Yucheng Lei, Xu Wang, Qiang Zhu, Faqiang Liu in Journal of Fusion Energy (2015)