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Songtao Guo
chongqing university
45
H-index
316
Paper Count
7.2K
Citation Count
0
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Published Papers
120
Publication Date
Publication Date
Impact Factor
Citations
Multi-Source Multicast SFCs Embedding in Space-Air-Ground Integrated Networks
IEEE Transactions on Network and Service Management
IF
5.4
2026-07-27
0
PRE
AI
Liang Liu; Yejun He; Yujie Zhang; Siyuan Tan; Guiyan Liu; Hao Feng; Jie Duan; Songtao Guo
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Edge Collaborative Caching Strategy in Space–Air–Ground Integrated Networks
IEEE Transactions on Communications
IF
8.3
2026-06-23
0
PRE
AI
Liang Liu; Yujie Zhang; Wuping Mao; Songtao Guo; Yang Yang; Guiyan Liu
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PreSFC: Predictive SFC Migration via Multi-Slot Mobility Forecasting in MEC Networks
IEEE Transactions on Mobile Computing
IF
9.2
2026-05-26
0
PRE
AI
Ji Li; Songtao Guo; Quanjun Zhao; Guiyan Liu; Liang Liu
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VNF-FG Placement and Admission Control in SDN and NFV-Enabled IoT Networks: A Hierarchical Deep Reinforcement Learning Method
IEEE Transactions on Network and Service Management
IF
5.4
2026-01-01
0
PRE
AI
Xi Xu; Yang Yang; Wei Huang; Songtao Guo; Guiyan Liu
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FedFA: Efficient federated large language models with feature adapters
Expert Systems with Applications
IF
7.5
2025-12-25
0
PRE
AI
Lijia Zhang; Xiang Ao; Songtao Guo; Dewen Qiao
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HierTFL: Hierarchical Scheduling for Industrial TSN-Enhanced Federated Learning System
IEEE Transactions on Mobile Computing
IF
9.2
2025-12-23
0
PRE
AI
Xinyue Zhang; Mingyan Li; Songtao Guo; Fuqiang Gu; Pengzhan Zhou; Weiting Zhang
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Intelligent Compression Offloading and Adaptive Resource Allocation for Wireless Powered MEC
IEEE Transactions on Services Computing
IF
5.8
2025-10-22
0
PRE
AI
Xianlong Jiao; Yunhui Chen; Xiang Wu; Ruiyuan Li; Songtao Guo; Yong Ma; Jiannong Cao
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Joint SFC Routing Update and Elastic Resource Configuration in Edge Cloud Environments
IEEE Internet of Things Journal
IF
8.9
2025-08-12
0
PRE
AI
Pan Li; Songtao Guo; Yue Zeng; Guiyan Liu
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DP-SAFL: Semi-asynchronous federated learning with differential privacy in heterogeneous edge computing
COMPUTER NETWORKS
IF
4.6
2025-07-01
0
PRE
AI
He, Chunrong; Guo, Songtao; Liu, Guiyan; Zhang, Wei
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Joint Task Allocation and Computation Offloading in Mobile Edge Computing With Energy Harvesting
IEEE INTERNET OF THINGS JOURNAL
IF
8.9
2024-12-01
3
PRE
AI
Yin, Li; Guo, Songtao; Jiang, Qiucen
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PreM-FedIoV: A Novel Federated Reinforcement Learning Framework for Predictive Maintenance in IoV
IEEE TRANSACTIONS ON MOBILE COMPUTING
IF
9.2
2024-12-01
0
PRE
AI
Yang, Lu; Guo, Songtao; Tham, Chen-Khong; Li, Mingyan; Liu, Guiyan; Zhou, Pengzhan
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Context-Aware Offloading for Edge-Assisted On-Device Video Analytics Through Online Learning Approach
IEEE TRANSACTIONS ON MOBILE COMPUTING
IF
9.2
2024-12-01
0
PRE
AI
Dai, Penglin; Chao, Yangyang; Wu, Xiao; Liu, Kai; Guo, Songtao
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Multi-UAV-Enabled Collaborative Edge Computing: Deployment, Offloading and Resource Optimization
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF
8.4
2024-11-01
0
PRE
AI
Tan, Lin; Guo, Songtao; Zhou, Pengzhan; Kuang, Zhufang; Long, Saiqin; Li, Zhetao
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FedPAW: Federated Learning With Personalized Aggregation Weights for Urban Vehicle Speed Prediction
IEEE TRANSACTIONS ON CLOUD COMPUTING
IF
5
2024-10-01
0
PRE
AI
He, Yuepeng; Zhou, Pengzhan; Zhai, Yijun; Qu, Fang; Qin, Zhida; Li, Mingyan; Guo, Songtao
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FedSG: A Personalized Subgraph Federated Learning Framework on Multiple Non-IID Graphs
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF
6.5
2024-10-01
0
PRE
AI
Wang, Yingcheng; Guo, Songtao; Qiao, Dewen; Liu, Guiyan; Li, Mingyan
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HAT: Task Offloading and Resource Allocation in RIS-Assisted Collaborative Edge Computing
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF
7.9
2024-09-01
0
PRE
AI
Tan, Lin; Guo, Songtao; Zhou, Pengzhan; Kuang, Zhufang; Jiao, Xianlong
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EventAugment: Learning Augmentation Policies From Asynchronous Event-Based Data
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
IF
4.9
2024-08-01
2
PRE
AI
Gu, Fuqiang; Dou, Jiarui; Li, Mingyan; Long, Xianlei; Guo, Songtao; Chen, Chao; Liu, Kai; Jiao, Xianlong; Li, Ruiyuan
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Cloud-Edge Framework for AoI-Efficient Data Processing in Multi-UAV-Assisted Sensor Networks
IEEE INTERNET OF THINGS JOURNAL
IF
8.9
2024-07-15
4
PRE
AI
Ma, Mingfang; Wang, Zhengming; Guo, Songtao; Lu, Huimin
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Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF
7.9
2024-07-01
1
PRE
AI
Qiao, Dewen; Li, Mingyan; Guo, Songtao; Zhao, Jun; Xiao, Bin
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SIC-Enabled Intelligent Online Task Concurrent Offloading for Wireless Powered MEC
IEEE INTERNET OF THINGS JOURNAL
IF
8.9
2024-06-15
1
PRE
AI
Jiao, Xianlong; Chen, Yunhui; Chen, Ye; Wu, Xiang; Guo, Songtao; Zhu, Weiping; Lou, Wei
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Research Directions
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Co-authors
Cooperation Journals
G
Gang Feng
H-index: 101 · Papers: 1.2K
Y
Yu Zheng
H-index: 85 · Papers: 302
S
Shui Yu
H-index: 82 · Papers: 1.1K
J
Jiannong Cao
H-index: 80 · Papers: 1.4K
关
关新平
(Xinping Guan)
H-index: 75 · Papers: 1.3K
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