Guiyan Liu

39 papers A 1B 1C 1Journal 31Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Joint communication and sensing optimization for LEO-Multi-UAV SAGIN: Task offloading, resource allocation and UAV trajectory.
Comput. Networks
Pengya Duan, Wei Huang, Yang Yang, Guiyan Liu, Fei Wang, Yan Wu, Xiongyu Zhong
2026 J jnl
VNF-FG Placement and Admission Control in SDN and NFV-Enabled IoT Networks: A Hierarchical Deep Reinforcement Learning Method.
IEEE Trans. Netw. Serv. Manag.
Xi Xu, Yang Yang, Wei Huang, Songtao Guo, Guiyan Liu
2025 J jnl
DP-SAFL: Semi-asynchronous federated learning with differential privacy in heterogeneous edge computing.
Comput. Networks
Chunrong He, Songtao Guo, Guiyan Liu, Wei Zhang
2025 C conf
HRSE: Heterogeneous Reliable-Aware SFC Embedding by DRL with Greedy Rules in SAGIN.
CSCWD
Kaixin Qin, Songtao Guo, Guiyan Liu, Yue Zeng
2025 J jnl
Joint Dynamic VNF Placement and Delay and Jitter Aware Multicast Routing in NFV-Enabled SDNs.
IEEE Trans. Mob. Comput.
Liang Liu, Siyuan Tan, Songtao Guo, Guiyan Liu, Hao Feng
2025 J jnl
Joint Optimization of VNF Assignment and SFC Routing for Robust and Real-Time Symbiotic IoT Services.
IEEE Internet Things J.
Pan Li, Songtao Guo, Yue Zeng, Guiyan Liu
2025 J jnl
Joint SFC Routing Update and Elastic Resource Configuration in Edge Cloud Environments.
IEEE Internet Things J.
Pan Li, Songtao Guo, Yue Zeng, Guiyan Liu
2024 — conf
FedRAV: Hierarchically Federated Region-Learning for Traffic Object Classification of Autonomous Vehicles.
MSN
Yijun Zhai, Pengzhan Zhou, Yuepeng He, Fang Qu, Zhida Qin, Xianlong Jiao, Guiyan Liu, Songtao Guo
2024 J jnl
FedRAV: Hierarchically Federated Region-Learning for Traffic Object Classification of Autonomous Vehicles.
CoRR
Yijun Zhai, Pengzhan Zhou, Yuepeng He, Fang Qu, Zhida Qin, Xianlong Jiao, Guiyan Liu, Songtao Guo
2024 J jnl
FedSG: A Personalized Subgraph Federated Learning Framework on Multiple Non-IID Graphs.
IEEE Trans. Emerg. Top. Comput. Intell.
Yingcheng Wang, Songtao Guo, Dewen Qiao, Guiyan Liu, Mingyan Li
2024 J jnl
PreM-FedIoV: A Novel Federated Reinforcement Learning Framework for Predictive Maintenance in IoV.
IEEE Trans. Mob. Comput.
Lu Yang, Songtao Guo, Chen-Khong Tham, Mingyan Li, Guiyan Liu, Pengzhan Zhou
2024 — conf
Reliability-Aware SFC Scheduling in Container Environment via Priority-Based Node Selection.
MSN
Longzhi Dai, Songtao Guo, Guiyan Liu, Dewen Qiao
2023 J jnl
Traffic-aware efficient consistency update in NFV-enabled software defined networking.
Comput. Networks
Pan Li, Guiyan Liu, Songtao Guo, Yue Zeng
2022 J jnl
Adaptive Federated Learning for Non-Convex Optimization Problems in Edge Computing Environment.
IEEE Trans. Netw. Sci. Eng.
Dewen Qiao, Guiyan Liu, Songtao Guo, Jing He
2022 J jnl
Energy-Efficient Device Activation, Rule Installation and Data Transmission in Software Defined DCNs.
IEEE Trans. Cloud Comput.
Yue Zeng, Songtao Guo, Guiyan Liu, Pan Li, Yuanyuan Yang
2022 J jnl
MotiLearn: Contract-Based Incentive Mechanism for Heterogeneous Edge Collaborative Training.
IEEE Trans. Netw. Sci. Eng.
Quyuan Wang, Songtao Guo, Guiyan Liu, Li Yang, Chengsheng Pan
2022 J jnl
Privacy-Preserving and Low-Latency Federated Learning in Edge Computing.
IEEE Internet Things J.
Chunrong He, Guiyan Liu, Songtao Guo, Yuanyuan Yang
2022 B conf
SA-DDQN: Self-Attention Mechanism Based DDQN for SFC Deployment in NFV/MEC-Enabled Networks.
ICPADS
Ziheng Wang, Songtao Guo, Guiyan Liu
2022 J jnl
SDN-Based Traffic Matrix Estimation in Data Center Networks through Large Size Flow Identification.
IEEE Trans. Cloud Comput.
Guiyan Liu, Songtao Guo, Bin Xiao, Yuanyuan Yang
2022 J jnl
iCOS: A Deep Reinforcement Learning Scheme for Wireless-Charged MEC Networks.
IEEE Trans. Veh. Technol.
Changwei Wan, Songtao Guo, Jing He, Guiyan Liu, Pengzhan Zhou
2021 — conf
Coflow Scheduling With Unknown Prior Information in Data Center Networks.
ICC
Zhe Wei, Songtao Guo, Guiyan Liu, Yuanyuan Yang
2021 J jnl
Cost_EACP: Cost-effective adaptive controller provisioning in software defined DCNs.
J. Netw. Comput. Appl.
Quanjun Zhao, Songtao Guo, Guiyan Liu
2021 J jnl
FCNR: Fast and Consistent Network Reconfiguration with low latency for SDN.
Comput. Networks
Huangfei Song, Songtao Guo, Pan Li, Guiyan Liu
2021 J jnl
Fine granularity resource allocation of virtual data center with consideration of virtual switches.
J. Netw. Comput. Appl.
Yang Yang, Songtao Guo, Guiyan Liu, Lin Yi
2021 J jnl
Joint Dynamical VNF Placement and SFC Routing in NFV-Enabled SDNs.
IEEE Trans. Netw. Serv. Manag.
Liang Liu, Songtao Guo, Guiyan Liu, Yuanyuan Yang
2021 J jnl
Joint Traffic-Aware Consolidated Middleboxes Selection and Routing in Distributed SDNs.
IEEE Trans. Netw. Serv. Manag.
Guiyan Liu, Songtao Guo, Baochun Li, Chao Chen
2020 A conf
ConMidbox: Consolidated Middleboxes Selection and Routing in SDN/NFV-Enabled Networks.
IPDPS
Guiyan Liu, Songtao Guo, Pan Li, Liang Liu
2020 J jnl
Forecasting assisted VNF scaling in NFV-enabled networks.
Comput. Networks
Yifu Yao, Songtao Guo, Pan Li, Guiyan Liu, Yue Zeng
2020 J jnl
Joint source coding rate allocation and flow scheduling for data aggregation in collaborative sensing networks.
Comput. Networks
Yang Yang, Songtao Guo, Guiyan Liu, Quyuan Wang
2020 J jnl
Priority-based online flow scheduling for network throughput maximization in software defined networking.
Concurr. Comput. Pract. Exp.
Liang Liu, Songtao Guo, Guiyan Liu, Yue Zeng
2020 J jnl
Visual Prediction of Typhoon Clouds With Hierarchical Generative Adversarial Networks.
IEEE Geosci. Remote. Sens. Lett.
Hui Li, Song Gao, Guiyan Liu, Donglin Guo, Christos Grecos, Peng Ren
2019 J jnl
Comprehensive link sharing avoidance and switch aggregation for software-defined data center networks.
Future Gener. Comput. Syst.
Yue Zeng, Songtao Guo, Guiyan Liu
2019 J jnl
Fast congestion-free consistent flow forwarding rules update in software defined networking.
Future Gener. Comput. Syst.
Pan Li, Songtao Guo, Chengsheng Pan, Li Yang, Guiyan Liu, Yue Zeng
2018 J jnl
Application and Analysis of Multicast Blocking Modelling in Fat-Tree Data Center Networks.
Complex.
Guozhi Li, Songtao Guo, Guiyan Liu, Yuanyuan Yang
2018 J jnl
Tomogravity space based traffic matrix estimation in data center networks.
Future Gener. Comput. Syst.
Guiyan Liu, Songtao Guo, Quanjun Zhao, Yuanyuan Yang
2018 J jnl
Two-layer compressive sensing based video encoding and decoding framework for WMSN.
J. Netw. Comput. Appl.
Yang Yang, Songtao Guo, Guiyan Liu, Yuanyuan Yang
2017 J jnl
Intelligent water drops based joint subcarrier pairing and power allocation with fairness in cooperative relay networks.
J. Commun. Networks
Guiyan Liu, Songtao Guo, Huan Zhao, Fei Wang
2017 — conf
Multicast Scheduling with Markov Chains in Fat-Tree Data Center Networks.
NAS
Guozhi Li, Songtao Guo, Guiyan Liu, Yuanyuan Yang
2016 — conf
MRDC: Multicast Data Restoration in Fat-Tree Data Center Networks.
Trustcom/BigDataSE/ISPA
KunPeng Mao, Songtao Guo, Yuanyuan Yang, Guiyan Liu