Xiaomin Liao

A Model-Driven Deep Reinforcement Learning Heuristic Algorithm for Resource Allocation in Ultra-Dense Cellular Networks

Xiaomin Liao, Jia Shi, Zan Li et al. · IEEE Transactions on Vehicular Technology · 2019 · 67 citations

Computing, Mathematics, Design Optimization +16

MD-GAN-Based UAV Trajectory and Power Optimization for Cognitive Covert Communications

Zan Li, Xiaomin Liao, Jia Shi et al. · IEEE Internet of Things Journal · 2021 · 58 citations

Computing, Aerospace Engineering, Computer Science +16

Generative Adversarial Network Assisted Power Allocation for Cooperative Cognitive Covert Communication System

Xiaomin Liao, Jiangbo Si, Jia Shi et al. · IEEE Communications Letters · 2020 · 50 citations

Computing, Communication, Computer Science +12

Intelligent covert communication design for cooperative cognitive radio network

Zan Li, Jia Shi, Chao Wang et al. · China Communications · 2023 · 14 citations

Engineering, Communication, Electrical Engineering +9

An MA-HPPO Approach for Multi-UAV Data Collection

Zixuan Bai, Jia Shi, Zan Li et al. · IEEE Transactions on Wireless Communications · 2024 · 11 citations

Computing, Autonomous Systems, Computer Science +15