Yang Xiao

25 papers B 9Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Constrained Probabilistic Routing With RouterRL: A General Packet-Level Network Simulation Framework.
IEEE Trans. Netw. Sci. Eng.
Guocheng Lin, Yang Xiao, Shudan Yu, Ke Yu, Jun Liu
2025 J jnl
Adaptive Joint Routing and Caching in Knowledge-Defined Networking: An Actor-Critic Deep Reinforcement Learning Approach.
IEEE Trans. Mob. Comput.
Yang Xiao, Huihan Yu, Ying Yang, Yixing Wang, Jun Liu, Nirwan Ansari
2025 B conf
Constraint-Aware Probabilistic Packet Forwarding Based on Deep Reinforcement Learning.
Networking
Guocheng Lin, Yang Xiao, Jun Liu
2025 J jnl
Enabling Adaptive Optimization of Energy Efficiency and Quality of Service in NR-V2X Communications via Multiagent Deep Reinforcement Learning.
IEEE Internet Things J.
Yuqian Song, Yang Xiao, Jun Liu
2025 B conf
PVD-TD3: A Latency-Oriented Multi-Agent Reinforcement Learning Algorithm for Multipath Routing in DetNet.
Networking
Ying Yang, Yang Xiao, Jun Liu
2024 — conf
CGTR: Leveraging Contrastive Learning and Graph Transformer for Deep Reinforcement Learning Based Robust Routing.
ICC
Xinyuan Li, Junze Li, Yang Xiao, Sixu Liu, Jun Liu
2024 J jnl
Collaborative Multi-Agent Deep Reinforcement Learning for Energy-Efficient Resource Allocation in Heterogeneous Mobile Edge Computing Networks.
IEEE Trans. Wirel. Commun.
Yang Xiao, Yuqian Song, Jun Liu
2024 J jnl
Scalable QoS-Aware Multipath Routing in Hybrid Knowledge-Defined Networking With Multiagent Deep Reinforcement Learning.
IEEE Trans. Mob. Comput.
Yang Xiao, Ying Yang, Huihan Yu, Jun Liu
2023 B conf
Deep Reinforcement Learning Based Dynamic Routing Optimization for Delay-Sensitive Applications.
GLOBECOM
Jiawei Chen, Yang Xiao, Guocheng Lin, Gang He, Fang Liu, Wenli Zhou, Jun Liu
2023 B conf
Deep Reinforcement Learning Based Probabilistic Cognitive Routing: An Empirical Study with OMNeT++ and P4.
CNSM
Yixing Wang, Yang Xiao, Yuqian Song, Jingli Zhou, Jun Liu
2023 B conf
GAPPO - A Graph Attention Reinforcement Learning based Robust Routing Algorithm.
PIMRC
Xinyuan Li, Yang Xiao, Sixu Liu, Xucong Lu, Fang Liu, Wenli Zhou, Jun Liu
2023 J jnl
Multi-Agent Deep Reinforcement Learning Based Resource Allocation for Ultra-Reliable Low-Latency Internet of Controllable Things.
IEEE Trans. Wirel. Commun.
Yang Xiao, Yuqian Song, Jun Liu
2023 J jnl
On Design and Implementation of Reinforcement Learning Based Cognitive Routing for Autonomous Networks.
IEEE Commun. Lett.
Yang Xiao, Jianxue Li, Jiawei Wu, Jun Liu
2023 — conf
RL4NET++: A Packet-Level Network Simulation Framework for DRL-Based Routing Algorithms.
IC-NIDC
Jiawei Chen, Yang Xiao, Guocheng Lin
2022 B conf
Attentive Dual-Head Spatial-Temporal Generative Adversarial Networks for Crowd Flow Generation.
PIMRC
Jianxue Li, Yang Xiao, Jiawei Wu, Yaozhi Chen, Jun Liu
2022 B conf
Deep Reinforcement Learning Based Beamforming for Throughput Maximization in Ultra-Dense Networks.
WCNC
Huihan Yu, Yang Xiao, Jiawei Wu, Zilong He, Fang Liu, Jun Liu
2022 B conf
Deep Reinforcement Learning Enabled Energy-Efficient Resource Allocation in Energy Harvesting Aided V2X Communication.
PIMRC
Yuqian Song, Yang Xiao, Yaozhi Chen, Guanyu Li, Jun Liu
2022 — conf
Towards Energy Efficient Resource Allocation: When Green Mobile Edge Computing Meets Multi-Agent Deep Reinforcement Learning.
ICC
Yang Xiao, Yuqian Song, Jun Liu
2021 J jnl
Deep Reinforcement Learning-Based Dynamic Spectrum Access for D2D Communication Underlay Cellular Networks.
IEEE Commun. Lett.
Jingfei Huang, Yang Yang, Gang He, Yang Xiao, Jun Liu
2021 J jnl
Leveraging Deep Reinforcement Learning for Traffic Engineering: A Survey.
IEEE Commun. Surv. Tutorials
Yang Xiao, Jun Liu, Jiawei Wu, Nirwan Ansari
2021 — conf
Network Flow Generation Based on Reinforcement Learning Powered Generative Adversarial Network.
IC-NIDC
Jianxue Li, Yang Xiao, Jiawei Wu, Jialong Feng, Jun Liu
2021 B conf
Power Allocation for Device-to-Multi-Device Enabled HetNets: A Deep Reinforcement Learning Approach.
GLOBECOM
Yang Xiao, Jiawei Wu, Jun Liu
2020 J jnl
Privacy preserving distributed data mining based on secure multi-party computation.
Comput. Commun.
Jun Liu, Yuan Tian, Yu Zhou, Yang Xiao, Nirwan Ansari
2020 J jnl
Towards Cognitive Routing based on Deep Reinforcement Learning.
CoRR
Jiawei Wu, Jianxue Li, Yang Xiao, Jun Liu
2019 — conf
From AI to CI: A Definition of Cooperative Intelligence in Autonomous Driving.
IOV
Jun Liu, Yang Xiao, Jiawei Wu