Songtao Guo

Joined

November 2022

Names

Songtao Guo (Preferred)

Emails

****@cqu.edu.cn (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Full Professor

College of Computer Science, Chongqing University (cqu.edu.cn)

2011 – 2025

PhD student

College of Computer Science, Chongqing University (cqu.edu.cn)

2003 – 2008

Advisors, Relations & Conflicts

PhD Advisor

Xiaofeng Liao

2005 – 2008

Expertise

Edge Intelligence

2015 – 2022

Publications

PreM-FedIoV: A Novel Federated Reinforcement Learning Framework for Predictive Maintenance in IoV
Lu Yang, Songtao Guo, Chen-Khong Tham, Mingyan Li, Guiyan Liu, Pengzhan Zhou
- IEEE Trans. Mob. Comput. 2024
- Readers: Everyone
Context-Aware Offloading for Edge-Assisted On-Device Video Analytics Through Online Learning Approach
Penglin Dai, Yangyang Chao, Xiao Wu, Kai Liu, Songtao Guo
- IEEE Trans. Mob. Comput. 2024
- Readers: Everyone
Joint Task Allocation and Computation Offloading in Mobile Edge Computing With Energy Harvesting
Li Yin, Songtao Guo, Qiucen Jiang
- IEEE Internet Things J. 2024
- Readers: Everyone
FedPAW: Federated Learning With Personalized Aggregation Weights for Urban Vehicle Speed Prediction
Yuepeng He, Pengzhan Zhou, Yijun Zhai, Fang Qu, Zhida Qin, Mingyan Li, Songtao Guo
- IEEE Trans. Cloud Comput. 2024
- Readers: Everyone
Multi-UAV-Enabled Collaborative Edge Computing: Deployment, Offloading and Resource Optimization
Lin Tan, Songtao Guo, Pengzhan Zhou, Zhufang Kuang, Saiqin Long, Zhetao Li
- IEEE Trans. Intell. Transp. Syst. 2024
- Readers: Everyone
FedSG: A Personalized Subgraph Federated Learning Framework on Multiple Non-IID Graphs
Yingcheng Wang, Songtao Guo, Dewen Qiao, Guiyan Liu, Mingyan Li
- IEEE Trans. Emerg. Top. Comput. Intell. 2024
- Readers: Everyone
HAT: Task Offloading and Resource Allocation in RIS-Assisted Collaborative Edge Computing
Lin Tan, Songtao Guo, Pengzhan Zhou, Zhufang Kuang, Xianlong Jiao
- IEEE Trans. Netw. Sci. Eng. 2024
- Readers: Everyone
Parameters optimization and precision enhancement of Takagi-Sugeno fuzzy neural network
Dewen Qiao, Pengzhan Zhou, Mingyan Li, Songtao Guo
- Soft Comput. 2024
- Readers: Everyone
Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT
Dewen Qiao, Mingyan Li, Songtao Guo, Jun Zhao, Bin Xiao
- IEEE Trans. Netw. Sci. Eng. 2024
- Readers: Everyone
EventAugment: Learning Augmentation Policies From Asynchronous Event-Based Data
Fuqiang Gu, Jiarui Dou, Mingyan Li, Xianlei Long, Songtao Guo, Chao Chen, Kai Liu, Xianlong Jiao, Ruiyuan Li
- IEEE Trans. Cogn. Dev. Syst. 2024
- Readers: Everyone

View all 252 publications

Co-Authors

View all 270 co-authors