Fagui Liu

Dynamic Offloading for Multiuser Muti-CAP MEC Networks: A Deep Reinforcement Learning Approach

Chao Li, Junjuan Xia, Fagui Liu et al. · IEEE Transactions on Vehicular Technology · 2021 · 140 citations · Full text

Engineering, Dynamic Resource Allocation, Systems Engineering +18

An Ensemble Model Based on Adaptive Noise Reducer and Over-Fitting Prevention LSTM for Multivariate Time Series Forecasting

Fagui Liu, Liangming Wang, Yunsheng Lu · IEEE Access · 2019 · 92 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +17

Energy-Efficient Collaborative Task Computation Offloading in Cloud-Assisted Edge Computing for IoT Sensors

Fagui Liu, Zhenxi Huang, Liangming Wang · Sensors · 2019 · 84 citations · Full text

Combining attention-based bidirectional gated recurrent neural network and two-dimensional convolutional neural network for document-level sentiment classification

Fagui Liu, Jingzhong Zheng, Lailei Zheng et al. · Neurocomputing · 2019 · 78 citations

Natural Language Processing, Sequence Modelling, Engineering +11

Energy-efficient VM scheduling based on deep reinforcement learning

Bin Wang, Fagui Liu, Weiwei Lin · Future Generation Computer Systems · 2021 · 60 citations

Engineering, Deep Reinforcement Learning, Energy Management +5