Liang Huang

Lyapunov-Guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks

Suzhi Bi, Liang Huang, Hui Wang et al. · IEEE Transactions on Wireless Communications · 2021 · 340 citations

Mobile Data Offloading, Engineering, Deep Reinforcement Learning +13

Joint Optimization of Service Caching Placement and Computation Offloading in Mobile Edge Computing Systems

Suzhi Bi, Liang Huang, Ying–Jun Angela Zhang · IEEE Transactions on Wireless Communications · 2020 · 326 citations

Cluster Computing, Engineering, Edge Device +20

Deep reinforcement learning-based joint task offloading and bandwidth allocation for multi-user mobile edge computing

Liang Huang, Feng Xu, Cheng Zhang et al. · Digital Communications and Networks · 2018 · 253 citations · Full text

Data Augmentation for Deep Learning-Based Radio Modulation Classification

Liang Huang, Weijian Pan, You Zhang et al. · IEEE Access · 2019 · 182 citations · Full text

Data Augmentation, Convolutional Neural Network, Image Analysis +13

Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks

Liang Huang, Feng Xu, Anqi Feng et al. · Mobile Networks and Applications · 2018 · 180 citations

Engineering, Edge Computing, Multi-access Edge Computing +4