Yang Xiao

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Dynamic Routing

Reinforcement Learning

Resource Allocation

Top Venues

IEEE Trans. Wirel. Commun.

IEEE Commun. Lett.

Publications

Yang Xiao, Yuqian Song, Jun Liu
Collaborative Multi-Agent Deep Reinforcement Learning for Energy-Efficient Resource Allocation in Heterogeneous Mobile Edge Computing Networks. IEEE Trans. Wirel. Commun. 23 (6) (2024)
Xinyuan Li, Yang Xiao, Sixu Liu, Xucong Lu, Fang Liu, Wenli Zhou, Jun Liu
GAPPO - A Graph Attention Reinforcement Learning based Robust Routing Algorithm. PIMRC (2023)
Yang Xiao, Jianxue Li, Jiawei Wu, Jun Liu
On Design and Implementation of Reinforcement Learning Based Cognitive Routing for Autonomous Networks. IEEE Commun. Lett. 27 (1) (2023)
Yang Xiao, Yuqian Song, Jun Liu
Multi-Agent Deep Reinforcement Learning Based Resource Allocation for Ultra-Reliable Low-Latency Internet of Controllable Things. IEEE Trans. Wirel. Commun. 22 (8) (2023)
Jiawei Chen, Yang Xiao, Guocheng Lin, Gang He, Fang Liu, Wenli Zhou, Jun Liu
Deep Reinforcement Learning Based Dynamic Routing Optimization for Delay-Sensitive Applications. GLOBECOM (2023)
Yuqian Song, Yang Xiao, Yaozhi Chen, Guanyu Li, Jun Liu
Deep Reinforcement Learning Enabled Energy-Efficient Resource Allocation in Energy Harvesting Aided V2X Communication. PIMRC (2022)
Jianxue Li, Yang Xiao, Jiawei Wu, Yaozhi Chen, Jun Liu
Attentive Dual-Head Spatial-Temporal Generative Adversarial Networks for Crowd Flow Generation. PIMRC (2022)
Yang Xiao, Yuqian Song, Jun Liu
Towards Energy Efficient Resource Allocation: When Green Mobile Edge Computing Meets Multi-Agent Deep Reinforcement Learning. ICC (2022)
Huihan Yu, Yang Xiao, Jiawei Wu, Zilong He, Fang Liu, Jun Liu
Deep Reinforcement Learning Based Beamforming for Throughput Maximization in Ultra-Dense Networks. WCNC (2022)