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Songtao Guo
chongqing university
45
H-index
322
Paper Count
7.2K
Citation Count
0
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Published Papers
125
Publication Date
Publication Date
Impact Factor
Citations
Age of Information-Aware Dynamic Digital Twin Replica Placement in SAGIN: A MADRL Approach
IEEE Internet of Things Journal
IF
8.9
2026-10-13
0
PRE
AI
Liang Liu; Zexian Li; Yujie Zhang; Yang Yang; Xianlong Jiao; Songtao Guo
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Artificial intelligence in orbital diseases: opportunities, challenges, and future horizons
Survey of Ophthalmology
IF
5.9
2026-09-17
0
PRE
AI
Chaoyu Lei; Chen Zhao; Songtao Guo; Sunisa Sintuwong; Chee Chew Yip; Kelvin Kam Lung Chong; Kenneth Ka Hei Lai; Zhedong Zheng; Feihong Shen; Yujie Ren; Xuran Duan; Richard C. Allen; Huifang Zhou
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AdpVDLTS: Adaptive Spatio-Temporal VNF Placement and Load-Balanced Traffic Scheduling in Edge Computing Networks
IEEE Transactions on Network and Service Management
IF
5.4
2026-09-01
0
PRE
AI
Guiyan Liu; Ji Li; Kaixin Qin; Songtao Guo; Liang Liu; Li Yin
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Spike-EIFNet: Lightweight Spike-Driven Event–Image Fusion Network for Accurate and Efficient Semantic Segmentation
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-07-29
0
PRE
AI
Siyu Chen; Qie Liu; Xianlei Long; Yuanke Li; Zhenliang Ni; Qingyi Gu; Songtao Guo
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AAFLIS: Resources-Efficient Adaptive Asynchronous Federated Learning for Image Segmentation in Edge Computing Environment
IEEE Transactions on Network Science and Engineering
IF
7.9
2026-07-28
0
PRE
AI
Dewen Qiao; Xiang Ao; Lijia Zhang; Yang Cao; Junqing Le; Di Zhang; Yin Zhou; Songtao Guo; Xuetao Chen
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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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Research Directions
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Co-authors
Cooperation Journals
FENG, Gang
(Gang Feng)
H-index: 101 · Papers: 1.2K
Y
Yu Zheng
H-index: 85 · Papers: 305
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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