Qinghai Liu

Primary Glioblastomas Express Mesenchymal Stem-Like Properties

Cho-Lea Tso, Peter Shintaku, James Chen et al. · Molecular Cancer Research · 2006 · 231 citations

Medicine, Cell Biology, Oncology +17

Cell imaging by graphene oxide based on surface enhanced Raman scattering

Qinghai Liu, Wei Li, Jinyong Wang et al. · Nanoscale · 2012 · 125 citations

Natural Sciences, Materials Engineering, Materials Science +17

Federated Continuous Learning Based on Stacked Broad Learning System Assisted by Digital Twin Networks: An Incremental Learning Approach for Intrusion Detection in UAV Networks

Xiaoqiang He, Qianbin Chen, Lun Tang et al. · IEEE Internet of Things Journal · 2023 · 58 citations

Computing, Computer Science, Cybersecurity +17

Deep Reinforcement Learning for Resource Demand Prediction and Virtual Function Network Migration in Digital Twin Network

Qinghai Liu, Lun Tang, Ting Wu et al. · IEEE Internet of Things Journal · 2023 · 45 citations

Computing, Computer Science, Computer Systems +17

Digital-Twin-Assisted Resource Allocation for Network Slicing in Industry 4.0 and Beyond Using Distributed Deep Reinforcement Learning

Lun Tang, Yucong Du, Qinghai Liu et al. · IEEE Internet of Things Journal · 2023 · 38 citations

Computing, Computer Science, Industrial Engineering +10