World's Best Scientists 2026 revealed!
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Computer Science
China
2026

D-Index & Metrics

Computer Science

D-Index
88
Citations
26662
World Ranking
692
National Ranking
102

Research.com Recognitions

  • 2026 - Research.com Computer Science in China Leader Award
  • 2020 - ACM Distinguished Member
  • 2020 - IEEE Fellow For contributions to high performance and resilient distributed computing
  • 2012 - ACM Senior Member

Overview

Song Guo is affiliated with the Hong Kong University of Science and Technology in China and has made extensive contributions in the field of Computer Science, authoring over 700 publications. Their research primarily spans subfields such as Artificial Intelligence, Computer Networks and Communications, Information Systems, Electrical and Electronic Engineering, and Computer Vision and Pattern Recognition.

Their research topics include Privacy-Preserving Technologies in Data, IoT and Edge/Fog Computing, Blockchain Technology Applications and Security, Stochastic Gradient Optimization Techniques, Age of Information Optimization, Domain Adaptation and Few-Shot Learning, and Advanced Neural Network Applications.

Song Guo's frequent co-authors include Jingcai Guo, Wenchao Xu, Zhihao Qu, Haozhao Wang, and Zicong Hong.

Publications have appeared regularly in venues such as arXiv (Cornell University), IEEE Transactions on Mobile Computing, IEEE Internet of Things Journal, IEEE Transactions on Parallel and Distributed Systems, and IEEE Transactions on Computers.

Some recent papers authored by Song Guo include:

  • A Learning-Based Incentive Mechanism for Federated Learning, 2020, IEEE Internet of Things Journal
  • A Survey of Incentive Mechanism Design for Federated Learning, 2021, IEEE Transactions on Emerging Topics in Computing
  • A Survey of Intelligent Network Slicing Management for Industrial IoT: Integrated Approaches for Smart Transportation, Smart Energy, and Smart Factory, 2022, IEEE Communications Surveys & Tutorials
  • A Deep Reinforcement Learning Based Offloading Game in Edge Computing, 2020, IEEE Transactions on Computers
  • Imitation Learning Enabled Task Scheduling for Online Vehicular Edge Computing, 2020, IEEE Transactions on Mobile Computing

Recognition for Song Guo's contributions includes honors such as ACM Senior Member since 2012 and, notably in 2020, being named an ACM Distinguished Member as well as an IEEE Fellow for contributions to high performance and resilient distributed computing.

Best Publications

  • Information and Communications Technologies for Sustainable Development Goals: State-of-the-Art, Needs and Perspectives

    Jinsong Wu;Song Guo;Huawei Huang;William Liu

  • A Learning-Based Incentive Mechanism for Federated Learning

    Yufeng Zhan;Peng Li;Zhihao Qu;Deze Zeng

  • Joint Optimization of Task Scheduling and Image Placement in Fog Computing Supported Software-Defined Embedded System

    Deze Zeng;Lin Gu;Song Guo;Zixue Cheng

  • Green Industrial Internet of Things Architecture: An Energy-Efficient Perspective

    Kun Wang;Yihui Wang;Yanfei Sun;Song Guo

  • Cost Efficient Resource Management in Fog Computing Supported Medical Cyber-Physical System

    Lin Gu;Deze Zeng;Song Guo;Ahmed Barnawi

  • Deep Learning for Physical-Layer 5G Wireless Techniques: Opportunities, Challenges and Solutions

    Hongji Huang;Song Guo;Guan Gui;Zhen Yang

  • A Survey on Energy Internet: Architecture, Approach, and Emerging Technologies

    Kun Wang;Jun Yu;Yan Yu;Yirou Qian

  • Big Data Meet Green Challenges: Big Data Toward Green Applications

    Jinsong Wu;Song Guo;Jie Li;Deze Zeng

  • Blockchain Meets Edge Computing: A Distributed and Trusted Authentication System

    Shaoyong Guo;Xing Hu;Song Guo;Xuesong Qiu

  • Protection of Big Data Privacy

    Abid Mehmood;Iynkaran Natgunanathan;Yong Xiang;Guang Hua

  • Discriminating DDoS Attacks from Flash Crowds Using Flow Correlation Coefficient

    Shui Yu;Wanlei Zhou;Weijia Jia;Song Guo

  • SAMR: A Self-adaptive MapReduce Scheduling Algorithm in Heterogeneous Environment

    Quan Chen;Daqiang Zhang;Minyi Guo;Qianni Deng

  • A Comprehensive Survey of Blockchain: From Theory to IoT Applications and Beyond

    Mingli Wu;Kun Wang;Xiaoqin Cai;Song Guo

  • Can We Beat DDoS Attacks in Clouds

    Shui Yu;Yonghong Tian;Song Guo;Dapeng Oliver Wu

  • The Web of Things: A Survey (Invited Paper)

    Unknown

  • Making Big Data Open in Edges: A Resource-Efficient Blockchain-Based Approach

    Chenhan Xu;Kun Wang;Peng Li;Song Guo

  • A Survey of Incentive Mechanism Design for Federated Learning

    Yufeng Zhan;Jie Zhang;Zicong Hong;Leijie Wu

  • Efficient Algorithms for Capacitated Cloudlet Placements

    Zichuan Xu;Weifa Liang;Wenzheng Xu;Mike Jia

  • Achieving Sustainable Ultra-Dense Heterogeneous Networks for 5G

    Jianping An;Kai Yang;Jinsong Wu;Neng Ye

  • Big Data Meet Green Challenges: Greening Big Data

    Jinsong Wu;Song Guo;Jie Li;Deze Zeng

  • Multi-Hop Cooperative Computation Offloading for Industrial IoT–Edge–Cloud Computing Environments

    Zicong Hong;Wuhui Chen;Huawei Huang;Song Guo

  • Robust Big Data Analytics for Electricity Price Forecasting in the Smart Grid

    Kun Wang;Chenhan Xu;Yan Zhang;Song Guo

Frequent Co-Authors

Minyi Guo
Minyi Guo Shanghai Jiao Tong University
Kun Wang
Kun Wang University of California, Los Angeles
Victor C. M. Leung
Victor C. M. Leung Shenzhen University
Shui Yu
Shui Yu University of Technology Sydney
Sanglu Lu
Sanglu Lu Nanjing University
Mianxiong Dong
Mianxiong Dong Muroran Institute of Technology
Chunxiao Jiang
Chunxiao Jiang Tsinghua University
Hai Jin
Hai Jin Huazhong University of Science and Technology
Weifa Liang
Weifa Liang City University of Hong Kong
Weihua Zhuang
Weihua Zhuang University of Waterloo

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