Song Guo

30.5k total citations · 15 hit papers
776 papers, 21.6k citations indexed

About

Song Guo is a scholar working on Computer Networks and Communications, Electrical and Electronic Engineering and Artificial Intelligence. According to data from OpenAlex, Song Guo has authored 776 papers receiving a total of 21.6k indexed citations (citations by other indexed papers that have themselves been cited), including 512 papers in Computer Networks and Communications, 203 papers in Electrical and Electronic Engineering and 178 papers in Artificial Intelligence. Recurrent topics in Song Guo's work include IoT and Edge/Fog Computing (170 papers), Caching and Content Delivery (111 papers) and Privacy-Preserving Technologies in Data (101 papers). Song Guo is often cited by papers focused on IoT and Edge/Fog Computing (170 papers), Caching and Content Delivery (111 papers) and Privacy-Preserving Technologies in Data (101 papers). Song Guo collaborates with scholars based in China, Hong Kong and Japan. Song Guo's co-authors include Deze Zeng, Peng Li, Kun Wang, Huawei Huang, Jinsong Wu, Yong Xiang, Shui Yu, Lin Gu, Yufeng Zhan and Weifa Liang and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Song Guo

735 papers receiving 21.0k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A Learning-Based Incentive Mechanism for Federated Learning

2020 429 citations Zhihao Qu, Song Guo et al. IEEE Internet of Things Journal profile →
Information and Communications Technologies for Sustainable Development Goals: State-of-the-Art, Needs and Perspectives

2018 429 citations Jinsong Wu, Song Guo et al. IEEE Communications Surveys & Tutorials profile →
Green Industrial Internet of Things Architecture: An Energy-Efficient Perspective

2016 342 citations Kun Wang, Song Guo et al. profile →
Joint Optimization of Task Scheduling and Image Placement in Fog Computing Supported Software-Defined Embedded System

2016 320 citations Song Guo et al. IEEE Transactions on Computers profile →
Big Data Meet Green Challenges: Big Data Toward Green Applications

2016 313 citations Jinsong Wu, Song Guo et al. profile →
Deep Learning for Physical-Layer 5G Wireless Techniques: Opportunities, Challenges and Solutions

2019 310 citations Song Guo et al. profile →
Cost Efficient Resource Management in Fog Computing Supported Medical Cyber-Physical System

2015 301 citations Song Guo et al. IEEE Transactions on Emerging Topics in Computing profile →
Blockchain Meets Edge Computing: A Distributed and Trusted Authentication System

2019 236 citations Shaoyong Guo, Song Guo et al. profile →
A Comprehensive Survey of Blockchain: From Theory to IoT Applications and Beyond

2019 211 citations Kun Wang, Song Guo et al. IEEE Internet of Things Journal profile →
Efficient Algorithms for Capacitated Cloudlet Placements

2015 205 citations Weifa Liang, Song Guo et al. IEEE Transactions on Parallel and Distributed Systems profile →
A Survey of Incentive Mechanism Design for Federated Learning

2021 198 citations Song Guo et al. IEEE Transactions on Emerging Topics in Computing profile →
A Survey of Intelligent Network Slicing Management for Industrial IoT: Integrated Approaches for Smart Transportation, Smart Energy, and Smart Factory

2022 183 citations Zehui Xiong, Song Guo et al. IEEE Communications Surveys & Tutorials profile →
Layer-wised Model Aggregation for Personalized Federated Learning

2022 146 citations Song Guo et al. profile →
SDN-Based Resource Allocation in Edge and Cloud Computing Systems: An Evolutionary Stackelberg Differential Game Approach

2022 121 citations Chunxiao Jiang, Song Guo et al. profile →
Wireless Powered Mobile Edge Computing Networks: A Survey

2023 105 citations Song Guo et al. profile →

Peers

Countries citing papers authored by Song Guo

Since Specialization

Citations

This map shows the geographic impact of Song Guo's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Song Guo with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Song Guo more than expected).

Fields of papers citing papers by Song Guo

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Song Guo. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Song Guo. The network helps show where Song Guo may publish in the future.

Co-authorship network of co-authors of Song Guo

This figure shows the co-authorship network connecting the top 25 collaborators of Song Guo. A scholar is included among the top collaborators of Song Guo based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Song Guo. Song Guo is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Epass: Efficient and Privacy-Preserving Asynchronous Payment on Blockchain 2025 ·IEEE Transactions on Dependable and Secure Computing ·Weijie Wang, Jinwen Liang, Chuan Zhang, Ximeng Liu, Liehuang Zhu, Song Guo	1
2	A Comprehensive Survey on Communication-Efficient Federated Learning in Mobile Edge Environments 2025 ·IEEE Communications Surveys & Tutorials ·(unknown), Zhihao Qu, Baoliu Ye, Yanyan Wang, Shihong Hu, Song Guo	10
3	Pterostilbene alleviates MPTP-induced neurotoxicity by targeting neuroinflammation and oxidative stress 2024 ·Biochemical and Biophysical Research Communications ·(unknown), Feng He, (unknown), Song Guo, Zhifang Dong	3
4	The Solar Aspect System of the Hard X-ray Imager Onboard ASO-S 2024 ·Solar Physics ·(unknown), (unknown), (unknown), (unknown), Zhe Zhang, Jianfeng Yang, (unknown), Song Guo, (unknown), Xiaobo Chen, Bin Xue, Yi-Ming Hu, Dengyi Chen, (unknown), M. D. Ding, (unknown)	0
5	Mobility-Aware Utility Maximization in Digital Twin-Enabled Serverless Edge Computing 2024 ·IEEE Transactions on Computers ·Jing Li, Song Guo, Weifa Liang, Jianping Wang, Quan Chen, Wenchao Xu, Kang Wei, Xiaohua Jia	9
6	GAI-IoV: Bridging Generative AI and Vehicular Networks for Ubiquitous Edge Intelligence 2024 ·IEEE Transactions on Wireless Communications ·(unknown), Zehui Xiong, Xinyuan Zhang, Renchao Xie, Song Guo, Mohsen Guizani, H. Vincent Poor	28
7	UTDNet: A unified triplet decoder network for multimodal salient object detection 2023 ·Neural Networks ·Fushuo Huo, (unknown), Jingcai Guo, Wenchao Xu, Song Guo	12
8	Investigating Trojan Attacks on Pre-trained Language Model-powered Database Middleware 2023 ·Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Peiran Dong, Song Guo, Junxiao Wang	3
9	Joint Beamformer Design and User Scheduling for Integrated Terrestrial-Satellite Networks 2023 ·IEEE Transactions on Wireless Communications ·(unknown), Cunqing Hua, (unknown), Wenchao Xu, Song Guo, Rahim Tafazolli	12
10	Digital Twin-Enabled Service Provisioning in Edge Computing via Continual Learning 2023 ·IEEE Transactions on Mobile Computing ·Jing Li, Song Guo, Weifa Liang, Jianping Wang, Quan Chen, Yue Zeng, Baoliu Ye, Xiaohua Jia	23
11	PS+: A Simple yet Effective Framework for Fast Training on Parameter Server 2022 ·IEEE Transactions on Parallel and Distributed Systems ·(unknown), Wenchao Xu, Song Guo, Bing Hu, Kwan L. Yeung	2
12	Automatic Double-Auction Mechanism for Federated Learning Service Market in Internet of Things 2022 ·IEEE Transactions on Network Science and Engineering ·Tianle Mai, Haipeng Yao, Jiaqi Xu, Ni Zhang, Qifeng Liu, Song Guo	34
13	High-Performance UAV Crowdsensing: A Deep Reinforcement Learning Approach 2022 ·IEEE Internet of Things Journal ·Kaimin Wei, (unknown), Yongdong Wu, Zhetao Li, Hongliang He, Jilian Zhang, Jinpeng Chen, Song Guo	28
14	An Online Zero-Forcing Precoder for Weighted Sum-Rate Maximization in Green CoMP Systems 2022 ·IEEE Transactions on Wireless Communications ·Yanjie Dong, Haijun Zhang, Jianqiang Li, F. Richard Yu, Song Guo, Victor C. M. Leung	10
15	Two-Layer Game Based Resource Allocation in Cloud Based Integrated Terrestrial-Satellite Networks 2020 ·IEEE Transactions on Cognitive Communications and Networking ·Xiangming Zhu, Chunxiao Jiang, Linling Kuang, Zhifeng Zhao, Song Guo	35
16	Joint DNN Partition Deployment and Resource Allocation for Delay-Sensitive Deep Learning Inference in IoT 2020 ·IEEE Internet of Things Journal ·(unknown), Shaoyong Guo, Song Guo, Xuesong Qiu, Feng Qi	98
17	Machine-Learning-Based Online Distributed Denial-of-Service Attack Detection Using Spark Streaming 2018 ·Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·(unknown), Jie Li, Jinsong Wu, Song Guo, Yu Gu, Zhetao Li	31
18	Optimal transmission strategy for sensors to defend against eavesdropping and jamming attacks 2017 ·Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·(unknown), Kun Wang, Toshiaki Miyazaki, Song Guo, Meng Wu	11
19	Incentive Scheme for Cyber Physical Social Systems Based on User Behaviors 2017 ·IEEE Transactions on Emerging Topics in Computing ·Zhou Su, (unknown), Qichao Xu, Song Guo, Xiaowei Wang	67
20	SAMR: A Self-adaptive MapReduce Scheduling Algorithm in Heterogeneous Environment 2010 ·Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Quan Chen, Daqiang Zhang, Minyi Guo, Qianni Deng, Song Guo	140

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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