Songtao Guo

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 206

Top Venues

IEEE Internet Things J.

IEEE Trans. Mob. Comput.

MSN

IEEE Trans. Netw. Sci. Eng.

Publications

Mingfang Ma, Zhengming Wang, Songtao Guo, Huimin Lu
Cloud-Edge Framework for AoI-Efficient Data Processing in Multi-UAV-Assisted Sensor Networks. IEEE Internet Things J. 11 (14) (2024)
Yuyan Quan, Songtao Guo, Dewen Qiao, Mingyan Li
Afl-gan: adaptive federated learning for generative adversarial network with resource constraints. CCF Trans. Pervasive Comput. Interact. 6 (1) (2024)
Xianlong Jiao, Wei Lou, Songtao Guo, Junquan Deng, Rongzhen Li, Yong Kang, Liang Fang
Energy-Aware Minimum Delay Broadcast Scheduling for SIC-Enabled Wireless-Powered IoT. IEEE Trans. Ind. Informatics 20 (4) (2024)
Anqi Zhu, Huimin Lu, Songtao Guo, Zhiwen Zeng, Mingfang Ma, Zongtan Zhou
SyRoC: Symbiotic robotics for QoS-aware heterogeneous applications in IoT-edge-cloud computing paradigm. Future Gener. Comput. Syst. 150 (2024)
Jiaming Zhang, Songtao Guo, Pengzhan Zhou
FedGDC-P: Communication-efficient Personalized Graph Federated Learning Based On Dataset Condensation. CSCWD (2024)
Jie Zhao, Chao Chen, Wanyi Zhang, Ruiyuan Li, Fuqiang Gu, Songtao Guo, Jun Luo, Yu Zheng
Coupling Makes Better: An Intertwined Neural Network for Taxi and Ridesourcing Demand Co-Prediction. IEEE Trans. Intell. Transp. Syst. 25 (2) (2024)
Yuyan Quan, Songtao Guo, Dewen Qiao
RCFL-GAN: Resource-Constrained Federated Learning with Generative Adversarial Networks. CSCWD (2024)
Xianlong Jiao, Yunhui Chen, Ye Chen, Xiang Wu, Songtao Guo, Weiping Zhu, Wei Lou
SIC-Enabled Intelligent Online Task Concurrent Offloading for Wireless Powered MEC. IEEE Internet Things J. 11 (12) (2024)
Fuqiang Gu, Jiarui Dou, Mingyan Li, Xianlei Long, Songtao Guo, Chao Chen, Kai Liu, Xianlong Jiao, Ruiyuan Li
EventAugment: Learning Augmentation Policies From Asynchronous Event-Based Data. IEEE Trans. Cogn. Dev. Syst. 16 (4) (2024)
Lu Yang, Songtao Guo, Defang Liu, Yue Zeng, Xianlong Jiao, Yuhao Zhou
ConViTML: A Convolutional Vision Transformer-Based Meta-Learning Framework for Real-Time Edge Network Traffic Classification. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Pengfei Xu, Yuanyuan Zhang, Minghao Ji, Songtao Guo, Zhanyong Tang, Xiang Wang, Jing Guo, Junjie Zhang, Ziyu Guan
Advanced intelligent monitoring technologies for animals: A survey. Neurocomputing 585 (2024)
Dewen Qiao, Mingyan Li, Songtao Guo, Jun Zhao, Bin Xiao
Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT. IEEE Trans. Netw. Sci. Eng. 11 (4) (2024)
Li Chen, Shuai Xing, Guoping Zhang, Songtao Guo, Ming Gao
Refraction Correction Based on ATL03 Photon Parameter Tracking for Improving ICESat-2 Bathymetry Accuracy. Remote. Sens. 16 (1) (2024)
Anqi Zhu, Huimin Lu, Songtao Guo, Zhiwen Zeng, Zongtan Zhou
CollOR: Distributed collaborative offloading and routing for tasks with QoS demands in multi-robot system. Ad Hoc Networks 152 (2024)
Mingyan Li, Songtao Guo, Chao Chen, Cailian Chen, Xiaofeng Liao, Xinping Guan
DecAge: Decentralized Flow Scheduling for Industrial 5G and TSN Integrated Networks. IEEE Trans. Netw. Sci. Eng. 11 (1) (2024)
Yanjie Li, Bin Xie, Songtao Guo, Yuanyuan Yang, Bin Xiao
A Survey of Robustness and Safety of 2D and 3D Deep Learning Models against Adversarial Attacks. ACM Comput. Surv. 56 (6) (2024)
Lin Tan, Songtao Guo, Pengzhan Zhou, Zhufang Kuang, Xianlong Jiao
HAT: Task Offloading and Resource Allocation in RIS-Assisted Collaborative Edge Computing. IEEE Trans. Netw. Sci. Eng. 11 (5) (2024)
Xincao Xu, Kai Liu, Penglin Dai, Feiyu Jin, Hualing Ren, Choujun Zhan, Songtao Guo
Joint task offloading and resource optimization in NOMA-based vehicular edge computing: A game-theoretic DRL approach. J. Syst. Archit. 134 (2023)
Anqi Zhu, Zhiwen Zeng, Songtao Guo, Huimin Lu, Mingfang Ma, Zongtan Zhou
Game-theoretic robotic offloading via multi-agent learning for agricultural applications in heterogeneous networks. Comput. Electron. Agric. 211 (2023)
Jing He, Songtao Guo, Mingyan Li, Yongdong Zhu
AceFL: Federated Learning Accelerating in 6G-Enabled Mobile Edge Computing Networks. IEEE Trans. Netw. Sci. Eng. 10 (3) (2023)
Yuedong Li, Fei Wang, Xi Zhang, Songtao Guo
IRS-Based MEC for Delay-Constrained QoS Over RF-Powered 6G Mobile Wireless Networks. IEEE Trans. Veh. Technol. 72 (7) (2023)
Zecheng Li, Bin Xiao, Songtao Guo, Yuanyuan Yang
Securing Deployed Smart Contracts and DeFi With Distributed TEE Cluster. IEEE Trans. Parallel Distributed Syst. 34 (3) (2023)
Xianlong Jiao, Hongjun Ou, Shiguang Chen, Songtao Guo, Yuben Qu, Chaocan Xiang, Jiaxing Shang
Deep Reinforcement Learning for Time-Energy Tradeoff Online Offloading in MEC-Enabled Industrial Internet of Things. IEEE Trans. Netw. Sci. Eng. 10 (6) (2023)
Quyuan Wang, Songtao Guo, Jiadi Liu, Chengsheng Pan, Li Yang
MotiShare: Incentive Mechanisms for Content Providers in Heterogeneous Time-Varying Edge Content Market. IEEE Trans. Serv. Comput. 16 (1) (2023)
Hao Feng, Songtao Guo, Defang Liu, Yuanyuan Yang
Mean-Field Game Theory Based Optimal Caching Control in Mobile Edge Computing. IEEE Trans. Mob. Comput. 22 (11) (2023)
Lu Yang, Chen-Khong Tham, Songtao Guo
FedPreM: A Novel Federated Reinforcement Learning Framework for Predictive Maintenance. GLOBECOM (2023)
Kai Liu, Feiyu Jin, Junbo Hu, Ruitao Xie, Fuqiang Gu, Songtao Guo, Jiangtao Luo
Towards Robust WiFi Fingerprint-Based Vehicle Tracking in Dynamic Indoor Parking Environments: An Online Learning Framework. IEEE Trans. Mob. Comput. 22 (12) (2023)
Yanjie Li, Bin Xie, Songtao Guo, Yuanyuan Yang, Bin Xiao
A Survey of Robustness and Safety of 2D and 3D Deep Learning Models Against Adversarial Attacks. CoRR (2023)
Pan Li, Guiyan Liu, Songtao Guo, Yue Zeng
Traffic-aware efficient consistency update in NFV-enabled software defined networking. Comput. Networks 228 (2023)
Luyao Jiang, Kai Liu, Chunhui Liu, Hualing Ren, Guozhi Yan, Feiyu Jin, Songtao Guo
LiDAR based Cooperative Sensing in Vehicular Edge Computing. MSN (2023)
Ying Wang, Quyuan Wang, Songtao Guo, Yuanyuan Yang
Deduplication-Oriented Mutual-Assisted Cooperative Video Upload for Mobile Crowd Sensing. IEEE Trans. Mob. Comput. 22 (3) (2023)
Jiadi Liu, Songtao Guo, Quyuan Wang, Chengsheng Pan, Li Yang
Optimal multi-user offloading with resources allocation in mobile edge cloud computing. Comput. Networks 221 (2023)
Yanjie Li, Yiquan Li, Xuelong Dai, Songtao Guo, Bin Xiao
Physical-World Optical Adversarial Attacks on 3D Face Recognition. CVPR (2023)
Penglin Dai, Feng Song, Kai Liu, Yueyue Dai, Pan Zhou, Songtao Guo
Edge Intelligence for Adaptive Multimedia Streaming in Heterogeneous Internet of Vehicles. IEEE Trans. Mob. Comput. 22 (3) (2023)
Yingcheng Wang, Songtao Guo, Dewen Qiao
FedSG: Subgraph Federated Learning on Multiple Non-IID Graphs. MSN (2023)
Rui Song, Bin Xiao, Yubo Song, Songtao Guo, Yuanyuan Yang
A Survey of Blockchain-Based Schemes for Data Sharing and Exchange. IEEE Trans. Big Data 9 (6) (2023)
Hualing Ren, Kai Liu, Guozhi Yan, Yantao Li, Choujun Zhan, Songtao Guo
A Memetic Algorithm for Cooperative Complex Task Offloading in Heterogeneous Vehicular Networks. IEEE Trans. Netw. Sci. Eng. 10 (1) (2023)
Xianlong Jiao, Yating Wang, Songtao Guo, Hong Zhang, Haipeng Dai, Mingyan Li, Pengzhan Zhou
Deep Reinforcement Learning Empowers Wireless Powered Mobile Edge Computing: Towards Energy-Aware Online Offloading. IEEE Trans. Commun. 71 (9) (2023)
Ruiyuan Li, Zheng Li, Yi Wu, Chao Chen, Songtao Guo, Ming Zhang, Yu Zheng
Erasing-based lossless compression method for streaming floating-point time series. CoRR (2023)
Xianlong Jiao, Wei Lou, Songtao Guo, Ning Wang, Chao Chen, Kai Liu
Hypergraph-Based Active Minimum Delay Data Aggregation Scheduling in Wireless-Powered IoT. IEEE Internet Things J. 9 (11) (2022)
Yifan Dong, Songtao Guo, Quyuan Wang, Shui Yu, Yuanyuan Yang
Content Caching-Enhanced Computation Offloading in Mobile Edge Service Networks. IEEE Trans. Veh. Technol. 71 (1) (2022)
Guiyan Liu, Songtao Guo, Bin Xiao, Yuanyuan Yang
SDN-Based Traffic Matrix Estimation in Data Center Networks through Large Size Flow Identification. IEEE Trans. Cloud Comput. 10 (1) (2022)
Quyuan Wang, Songtao Guo, Guiyan Liu, Li Yang, Chengsheng Pan
MotiLearn: Contract-Based Incentive Mechanism for Heterogeneous Edge Collaborative Training. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Anqi Zhu, Mingfang Ma, Songtao Guo, Yuanyuan Yang
Adaptive Access Selection Algorithm for Multi-Service in 5G Heterogeneous Internet of Things. IEEE Trans. Netw. Sci. Eng. 9 (3) (2022)
Hao Jiang, Penglin Dai, Kai Liu, Feiyu Jin, Hualing Ren, Songtao Guo
Traffic Event Augmentation via Vehicular Edge Computing: A Vehicle ReID based Solution. MSN (2022)
Changwei Wan, Songtao Guo, Yuanyuan Yang
Deep Reinforcement Learning Based Computation Offloading in SWIPT-assisted MEC Networks. ICCCN (2022)
Dewen Qiao, Guiyan Liu, Songtao Guo, Jing He
Adaptive Federated Learning for Non-Convex Optimization Problems in Edge Computing Environment. IEEE Trans. Netw. Sci. Eng. 9 (5) (2022)
Ziheng Wang, Songtao Guo, Guiyan Liu
SA-DDQN: Self-Attention Mechanism Based DDQN for SFC Deployment in NFV/MEC-Enabled Networks. ICPADS (2022)
Ping Li, Songtao Guo, Jiahui Wu, Quanjun Zhao
BlockREV: Blockchain-Enabled Multi-Controller Rule Enforcement Verification in SDN. Secur. Commun. Networks 2022 (2022)
Haojia He, Songtao Guo, Lu Yang, Ying Wang
MACC: MEC-Assisted Collaborative Caching for Adaptive Bitrate Videos in Dense Cell Networks. MSN (2022)
Junhua Cheng, Songtao Guo, Jing He
An Extended Type-1 Generalized Feistel Networks: Lightweight Block Cipher for IoT. IEEE Internet Things J. 9 (13) (2022)
Quyuan Wang, Songtao Guo, Jiadi Liu, Chengsheng Pan, Li Yang
Profit Maximization Incentive Mechanism for Resource Providers in Mobile Edge Computing. IEEE Trans. Serv. Comput. 15 (1) (2022)
Dewen Qiao, Songtao Guo, Defang Liu, Saiqin Long, Pengzhan Zhou, Zhetao Li
Adaptive Federated Deep Reinforcement Learning for Proactive Content Caching in Edge Computing. IEEE Trans. Parallel Distributed Syst. 33 (12) (2022)
Hao Feng, Songtao Guo, Chao Chen, Xianlong Jiao
Distributed Caching Control Strategy in Mobile Edge Computing: A Mean Field Game Approach. SECON (2022)
Haotian Wu, Zhe Peng, Songtao Guo, Yuanyuan Yang, Bin Xiao
VQL: Efficient and Verifiable Cloud Query Services for Blockchain Systems. IEEE Trans. Parallel Distributed Syst. 33 (6) (2022)
Zecheng Li, Haotian Wu, Ricky Lap-Hou Lao, Songtao Guo, Yuanyuan Yang, Bin Xiao
Pistis: Issuing Trusted and Authorized Certificates With Distributed Ledger and TEE. IEEE Trans. Parallel Distributed Syst. 33 (7) (2022)
Jiadi Liu, Songtao Guo, Kai Liu, Liang Feng
Resource Provision and Allocation Based on Microeconomic Theory in Mobile Edge Computing. IEEE Trans. Serv. Comput. 15 (3) (2022)
Junbo Hu, Kai Liu, Feiyu Jin, Guozhi Yan, Hao Zhang, Songtao Guo, Hu Min
Effective Vehicle Lane-Change Sensing Using Onboard Smartphone Based on Temporal Convolutional Network. ICA3PP (2022)
Xincao Xu, Kai Liu, Penglin Dai, Feiyu Jin, Hualing Ren, Choujun Zhan, Songtao Guo
Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach. CoRR (2022)
Chunrong He, Guiyan Liu, Songtao Guo, Yuanyuan Yang
Privacy-Preserving and Low-Latency Federated Learning in Edge Computing. IEEE Internet Things J. 9 (20) (2022)
Jing He, Songtao Guo, Dewen Qiao, Lin Yi
HeteFL: Network-Aware Federated Learning Optimization in Heterogeneous MEC-Enabled Internet of Things. IEEE Internet Things J. 9 (15) (2022)
Ruiyuan Li, Liang Zhang, Juan Pan, Junwen Liu, Peng Wang, Nianjun Sun, Shanmin Wang, Chao Chen, Fuqiang Gu, Songtao Guo
Apache ShardingSphere: A Holistic and Pluggable Platform for Data Sharding. ICDE (2022)
Yue Zeng, Songtao Guo, Guiyan Liu, Pan Li, Yuanyuan Yang
Energy-Efficient Device Activation, Rule Installation and Data Transmission in Software Defined DCNs. IEEE Trans. Cloud Comput. 10 (1) (2022)
Changwei Wan, Songtao Guo, Jing He, Guiyan Liu, Pengzhan Zhou
iCOS: A Deep Reinforcement Learning Scheme for Wireless-Charged MEC Networks. IEEE Trans. Veh. Technol. 71 (7) (2022)
Chengwu Liao, Chao Chen, Chaocan Xiang, Hongyu Huang, Hong Xie, Songtao Guo
Taxi-Passenger's Destination Prediction via GPS Embedding and Attention-Based BiLSTM Model. IEEE Trans. Intell. Transp. Syst. 23 (5) (2022)
Guiyan Liu, Songtao Guo, Baochun Li, Chao Chen
Joint Traffic-Aware Consolidated Middleboxes Selection and Routing in Distributed SDNs. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Shuting Sun, Songtao Guo, Chunhua Xiao, Zilan Liao
A Light-Weight Deployment Methodology for DNN Re-training in Resource-Constraint Scenarios. WASA (1) (2021)
Xinrun Chen, Hengxin Chen, Songtao Guo, Jie Li, Jie Zhang, Zihao Li
A virtual reality experiment system for an introductory computer hardware course. Comput. Appl. Eng. Educ. 29 (6) (2021)
Chaoxiong Chen, Chao Chen, Chaocan Xiang, Songtao Guo, Zhu Wang, Bin Guo
ToiletBuilder: A PU-Learning-Based Model for Selecting New Public Toilet Locations. IEEE Internet Things J. 8 (9) (2021)
Junhua Cheng, Songtao Guo, Jing He
ALLPC: A Lightweight Block Cipher Based on Generalized Feistel Networks for IoT. IPCCC (2021)
Huangfei Song, Songtao Guo, Pan Li, Guiyan Liu
FCNR: Fast and Consistent Network Reconfiguration with low latency for SDN. Comput. Networks 193 (2021)
Kai Liu, Ke Xiao, Penglin Dai, Victor C. S. Lee, Songtao Guo, Jiannong Cao
Fog Computing Empowered Data Dissemination in Software Defined Heterogeneous VANETs. IEEE Trans. Mob. Comput. 20 (11) (2021)
Zihao Sang, Songtao Guo, Ying Wang
Collaborative Video Cache Management Strategy in Mobile Edge Computing. WCNC (2021)
Empilo Eynthon Guillaume Nelson, Songtao Guo
Channel Allocation-Based Demand Assignment Reservation Protocol for Computation Offloading in Mobile Edge Computing. ICACI (2021)
Zecheng Li, Shang Gao, Zhe Peng, Songtao Guo, Yuanyuan Yang, Bin Xiao
B-DNS: A Secure and Efficient DNS Based on the Blockchain Technology. IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Dong Wang, Kai Liu, Liang Feng, Penglin Dai, Weiwei Wu, Songtao Guo
Evolutionary Multitasking for Cross-domain Task Optimization via Vehicular Edge Computing. GLOBECOM (2021)
Quanjun Zhao, Songtao Guo, Guiyan Liu
Cost_EACP: Cost-effective adaptive controller provisioning in software defined DCNs. J. Netw. Comput. Appl. (2021)
Dong Li, Kai Liu, Feiyu Jin, Weiwei Wu, Xianlong Jiao, Songtao Guo
Adaptive Uplink/Downlink Bandwidth Allocation for Dual Deadline Information Services in Vehicular Networks. WASA (2) (2021)
Lu Yang, Songtao Guo, Lin Yi, Quyuan Wang, Yuanyuan Yang
NOSCM: A Novel Offloading Strategy for NOMA-Enabled Hierarchical Small Cell Mobile-Edge Computing. IEEE Internet Things J. 8 (10) (2021)
Xianlong Jiao, Wei Lou, Songtao Guo, Yong Li, Junmei Yao, Fuqiang Gu, Junchao Ma
Energy-Aware Concurrent Data Aggregation Scheduling for Wireless Powered IoT Leveraging Hypergraph Theory. IEEE Wirel. Commun. Lett. 10 (11) (2021)
Yue Zeng, Baoliu Ye, Bin Tang, Songtao Guo, Zhihao Qu
Scheduling coflows of multi-stage jobs under network resource constraints. Comput. Networks 184 (2021)
Zecheng Li, Yu Zhou, Songtao Guo, Bin Xiao
SolSaviour: A Defending Framework for Deployed Defective Smart Contracts. ACSAC (2021)
Binbin Yuan, Songtao Guo, Quyuan Wang
Joint service placement and request routing in mobile edge computing. Ad Hoc Networks 120 (2021)
Binbin Yuan, Songtao Guo, Quyuan Wang
Joint Service Placement and Request Routing in Mobile Edge Computing Networks. ICACI (2021)
Chaocan Xiang, Xiaochen Fan, Chao Chen, Liangyi Gong, Songtao Guo
Fisher information-empowered sensing quality quantification for crowdsensing networks. Neural Comput. Appl. 33 (13) (2021)
Shijie Zhong, Songtao Guo, Hongyan Yu, Quyuan Wang
Cooperative service caching and computation offloading in multi-access edge computing. Comput. Networks 189 (2021)
Liang Liu, Songtao Guo, Guiyan Liu, Yuanyuan Yang
Joint Dynamical VNF Placement and SFC Routing in NFV-Enabled SDNs. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Menggang Chen, Songtao Guo, Kai Liu, Xiaofeng Liao, Bin Xiao
Robust Computation Offloading and Resource Scheduling in Cloudlet-Based Mobile Cloud Computing. IEEE Trans. Mob. Comput. 20 (5) (2021)
Mingfang Ma, Anqi Zhu, Songtao Guo, Yuanyuan Yang
Intelligent Network Selection Algorithm for Multiservice Users in 5G Heterogeneous Network System: Nash Q-Learning Method. IEEE Internet Things J. 8 (15) (2021)
Ruihang Yang, Songtao Guo
A Mobile Edge Caching Strategy for Video Grouping in Vehicular Networks. ICACI (2021)
Anqi Zhu, Mingfang Ma, Songtao Guo, Shui Yu, Lin Yi
Adaptive Multi-Access Algorithm for Multi-Service Edge Users in 5G Ultra-Dense Heterogeneous Networks. IEEE Trans. Veh. Technol. 70 (3) (2021)
Hao Feng, Songtao Guo, Li Yang, Yuanyuan Yang
Collaborative Data Caching and Computation Offloading for Multi-Service Mobile Edge Computing. IEEE Trans. Veh. Technol. 70 (9) (2021)
Zihao Sang, Songtao Guo, Quyuan Wang, Ying Wang
GCS: Collaborative video cache management strategy in multi-access edge computing. Ad Hoc Networks 117 (2021)
Yang Yang, Songtao Guo, Guiyan Liu, Lin Yi
Fine granularity resource allocation of virtual data center with consideration of virtual switches. J. Netw. Comput. Appl. 175 (2021)
Zhe Wei, Songtao Guo, Guiyan Liu, Yuanyuan Yang
Coflow Scheduling With Unknown Prior Information in Data Center Networks. ICC (2021)
Xincao Xu, Kai Liu, Ke Xiao, Liang Feng, Zhou Wu, Songtao Guo
Vehicular Fog Computing Enabled Real-Time Collision Warning via Trajectory Calibration. Mob. Networks Appl. 25 (6) (2020)
Huilin Jie, Kai Liu, Hao Zhang, Ruitao Xie, Weiwei Wu, Songtao Guo
AODC: Automatic Offline Database Construction for Indoor Localization in a Hybrid UWB/Wi-Fi Environment. ICCC (2020)
Liang Liu, Songtao Guo, Guiyan Liu, Yue Zeng
Priority-based online flow scheduling for network throughput maximization in software defined networking. Concurr. Comput. Pract. Exp. 32 (9) (2020)
Laphou Lao, Xiaohai Dai, Bin Xiao, Songtao Guo
G-PBFT: A Location-based and Scalable Consensus Protocol for IoT-Blockchain Applications. IPDPS (2020)
Jiadi Liu, Songtao Guo, Yawei Shi, Liang Feng, Cong Wang
Decentralized Caching Framework Toward Edge Network Based on Blockchain. IEEE Internet Things J. 7 (9) (2020)

Songtao Guo.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Songtao Guo