Qinghai Liu

Primary Glioblastomas Express Mesenchymal Stem-Like Properties

Cho-Lea Tso, Peter Shintaku, James Chen et al. · Molecular Cancer Research · 2006 · 229 citations

Cell imaging by graphene oxide based on surface enhanced Raman scattering

Qinghai Liu, Wei Li, Jinyong Wang et al. · Nanoscale · 2012 · 122 citations

Graphene Nanomeshes, Graphene Quantum Dot, Engineering +15

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 · 52 citations

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 · 41 citations

Engineering, Machine Learning, Digital Twinning +18

Privacy-preserving data publishing for multiple numerical sensitive attributes

Qinghai Liu, Hong Shen, Yingpeng Sang · Tsinghua Science & Technology · 2015 · 35 citations · Full text

Privacy Protection, Engineering, Information Security +22