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Songtao Guo

shanghai jiao tong university school of medicine

45H指数
320论文数
7.2K被引数
收录论文 123
发表时间
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Artificial intelligence in orbital diseases: opportunities, challenges, and future horizons人工智能在眼眶疾病中的应用：机遇、挑战与未来展望
errSurvey of Ophthalmology
IF5.9
err2026-09-17
err0
PREAI
errChaoyu 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
err分享
err收藏
AdpVDLTS: Adaptive Spatio-Temporal VNF Placement and Load-Balanced Traffic Scheduling in Edge Computing NetworksAdpVDLTS：边缘计算网络中自适应时空VNF放置与负载均衡流量调度
errIEEE Transactions on Network and Service Management
IF5.4
err2026-09-01
err0
PREAI
errGuiyan Liu; Ji Li; Kaixin Qin; Songtao Guo; Liang Liu; Li Yin
err分享
err收藏
AAFLIS: Resources-Efficient Adaptive Asynchronous Federated Learning for Image Segmentation in Edge Computing EnvironmentAAFLIS：边缘计算环境下资源高效的自适应异步联邦学习用于图像分割
errIEEE Transactions on Network Science and Engineering
IF7.9
err2026-07-28
err0
PREAI
errDewen Qiao; Xiang Ao; Lijia Zhang; Yang Cao; Junqing Le; Di Zhang; Yin Zhou; Songtao Guo; Xuetao Chen
err分享
err收藏
Multi-Source Multicast SFCs Embedding in Space-Air-Ground Integrated Networks多源多播服务功能链嵌入空天地一体化网络
errIEEE Transactions on Network and Service Management
IF5.4
err2026-07-27
err0
PREAI
errLiang Liu; Yejun He; Yujie Zhang; Siyuan Tan; Guiyan Liu; Hao Feng; Jie Duan; Songtao Guo
err分享
err收藏
Edge Collaborative Caching Strategy in Space–Air–Ground Integrated Networks天地一体化网络边缘协同缓存策略
errIEEE Transactions on Communications
IF8.3
err2026-06-23
err0
PREAI
errLiang Liu; Yujie Zhang; Wuping Mao; Songtao Guo; Yang Yang; Guiyan Liu
err分享
err收藏
PreSFC: Predictive SFC Migration via Multi-Slot Mobility Forecasting in MEC NetworksPreSFC：基于多槽移动性预测的MEC网络中SFC迁移
errIEEE Transactions on Mobile Computing
IF9.2
err2026-05-26
err0
PREAI
errJi Li; Songtao Guo; Quanjun Zhao; Guiyan Liu; Liang Liu
err分享
err收藏
VNF-FG Placement and Admission Control in SDN and NFV-Enabled IoT Networks: A Hierarchical Deep Reinforcement Learning MethodSDN和NFV使能的物联网网络中VNF-FG的部署与接纳控制：一种分层深度强化学习方法
errIEEE Transactions on Network and Service Management
IF5.4
err2026-01-01
err0
PREAI
errXi Xu; Yang Yang; Wei Huang; Songtao Guo; Guiyan Liu
err分享
err收藏
FedFA: Efficient federated large language models with feature adaptersFedFA：具有特征适配器的联邦大型语言模型
errExpert Systems with Applications
IF7.5
err2025-12-25
err0
PREAI
errLijia Zhang; Xiang Ao; Songtao Guo; Dewen Qiao
err分享
err收藏
HierTFL: Hierarchical Scheduling for Industrial TSN-Enhanced Federated Learning SystemHierTFL：工业TSN增强联邦学习系统的分层调度
errIEEE Transactions on Mobile Computing
IF9.2
err2025-12-23
err0
PREAI
errXinyue Zhang; Mingyan Li; Songtao Guo; Fuqiang Gu; Pengzhan Zhou; Weiting Zhang
err分享
err收藏
Intelligent Compression Offloading and Adaptive Resource Allocation for Wireless Powered MEC智能压缩卸载与无线供电MEC的自适应资源分配
errIEEE Transactions on Services Computing
IF5.8
err2025-10-22
err0
PREAI
errXianlong Jiao; Yunhui Chen; Xiang Wu; Ruiyuan Li; Songtao Guo; Yong Ma; Jiannong Cao
err分享
err收藏
Joint SFC Routing Update and Elastic Resource Configuration in Edge Cloud Environments边缘云环境中的联合SFC路由更新与弹性资源配置
errIEEE Internet of Things Journal
IF8.9
err2025-08-12
err0
PREAI
errPan Li; Songtao Guo; Yue Zeng; Guiyan Liu
err分享
err收藏
DP-SAFL: Semi-asynchronous federated learning with differential privacy in heterogeneous edge computingDp-safl: 异构边缘计算中具有差分隐私的半异步联邦学习
errCOMPUTER NETWORKS
IF4.6
err2025-07-01
err0
PREAI
errHe, Chunrong; Guo, Songtao; Liu, Guiyan; Zhang, Wei
err分享
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Joint Task Allocation and Computation Offloading in Mobile Edge Computing With Energy Harvesting具有能量收集功能的移动边缘计算中的联合任务分配和计算卸载
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-12-01
err3
PREAI
errYin, Li; Guo, Songtao; Jiang, Qiucen
err分享
err收藏
PreM-FedIoV: A Novel Federated Reinforcement Learning Framework for Predictive Maintenance in IoV
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-12-01
err0
PREAI
errYang, Lu; Guo, Songtao; Tham, Chen-Khong; Li, Mingyan; Liu, Guiyan; Zhou, Pengzhan
err分享
err收藏
Context-Aware Offloading for Edge-Assisted On-Device Video Analytics Through Online Learning Approach通过在线学习方法实现上下文感知卸载，用于边缘辅助的设备上视频分析
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-12-01
err0
PREAI
errDai, Penglin; Chao, Yangyang; Wu, Xiao; Liu, Kai; Guo, Songtao
err分享
err收藏
Multi-UAV-Enabled Collaborative Edge Computing: Deployment, Offloading and Resource Optimization支持多无人机的协同边缘计算: 部署、卸载和资源优化
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2024-11-01
err0
PREAI
errTan, Lin; Guo, Songtao; Zhou, Pengzhan; Kuang, Zhufang; Long, Saiqin; Li, Zhetao
err分享
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FedPAW: Federated Learning With Personalized Aggregation Weights for Urban Vehicle Speed Prediction
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2024-10-01
err0
PREAI
errHe, Yuepeng; Zhou, Pengzhan; Zhai, Yijun; Qu, Fang; Qin, Zhida; Li, Mingyan; Guo, Songtao
err分享
err收藏
FedSG: A Personalized Subgraph Federated Learning Framework on Multiple Non-IID Graphs
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2024-10-01
err0
PREAI
errWang, Yingcheng; Guo, Songtao; Qiao, Dewen; Liu, Guiyan; Li, Mingyan
err分享
err收藏
HAT: Task Offloading and Resource Allocation in RIS-Assisted Collaborative Edge ComputingHAT: RIS辅助的协同边缘计算中的任务卸载和资源分配
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2024-09-01
err0
PREAI
errTan, Lin; Guo, Songtao; Zhou, Pengzhan; Kuang, Zhufang; Jiao, Xianlong
err分享
err收藏
EventAugment: Learning Augmentation Policies From Asynchronous Event-Based DataEventAugment: 从基于事件的异步数据中学习增强策略
errIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
IF4.9
err2024-08-01
err2
PREAI
errGu, Fuqiang; Dou, Jiarui; Li, Mingyan; Long, Xianlei; Guo, Songtao; Chen, Chao; Liu, Kai; Jiao, Xianlong; Li, Ruiyuan
err分享
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研究方向

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合作学者
合作期刊
G
Gang Feng
H 指数: 101 · 论文数: 1.2K
Y
Yu Zheng
H 指数: 85 · 论文数: 303
S
Shui Yu
H 指数: 82 · 论文数: 1.1K
J
Jiannong Cao
H 指数: 80 · 论文数: 1.4K
关
关新平 (Xinping Guan)
H 指数: 75 · 论文数: 1.3K
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