Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Master of Engineering, Beijing University of Posts and Telecommunications
Bachelor of Engineering, Huazhong University of Science and Technology
Doctor of Philosophy, University of Ottawa
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Research output
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A Comprehensive Survey on Training Acceleration for Large Machine Learning Models in IoT
Wang, H., Qu, Z., Zhou, Q., Zhang, H., Luo, B., Xu, W., Guo, S. & Li, R., 15 Jan 2022, In: IEEE Internet of Things Journal. 9, 2, p. 939-963 25 p.Research output: Journal article publication › Journal article › Academic research › peer-review
8 Citations (Scopus) -
A Graph Learning Based Approach for Identity Inference in DApp Platform Blockchain
Liu, X., Tang, Z., Li, P., Guo, S., Fan, X. & Zhang, J., Jan 2022, In: IEEE Transactions on Emerging Topics in Computing. 10, 1, p. 438-449 12 p.Research output: Journal article publication › Journal article › Academic research › peer-review
5 Citations (Scopus) -
Collaborative Edge Computing for Social Internet of Things: Applications, Solutions, and Challenges
Dong, P., Ge, J., Wang, X. & Guo, S., 1 Feb 2022, In: IEEE Transactions on Computational Social Systems. 9, 1, p. 291-301 11 p.Research output: Journal article publication › Journal article › Academic research › peer-review
9 Citations (Scopus) -
Edge Learning: The Enabling Technology for Distributed Big Data Analytics in the Edge
Zhang, J., Qu, Z., Chen, C., Wang, H., Zhan, Y., Ye, B. & Guo, S., Sept 2022, In: ACM Computing Surveys. 54, 7, p. 1-36 151.Research output: Journal article publication › Journal article › Academic research › peer-review
16 Citations (Scopus) -
Error-Compensated Sparsification for Communication-Efficient Decentralized Training in Edge Environment
Wang, H., Guo, S., Qu, Z., Li, R. & Liu, Z., 1 Jan 2022, In: IEEE Transactions on Parallel and Distributed Systems. 33, 1, p. 14-25 12 p., 9442310.Research output: Journal article publication › Journal article › Academic research › peer-review
7 Citations (Scopus)
Prizes
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2017 IEEE Systems Journal Best Paper Award
Wu, Jinsong (Recipient), Guo, Song (Recipient), Li, Jie (Recipient) & Zeng, Deze (Recipient), Apr 2017
Prize: Prize (research)
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2019 IEEE ComSoc TCBD Best Conference Paper Award, "Making Big Data Open in Collaborative Edges: A Blockchain-Based Framework with Reduced Resource Requirements"
Xu, Chenhan (Recipient), Wang, Kun (Recipient), Xu, Guoliang (Recipient), Li, Peng (Recipient), Guo, Song (Recipient) & Luo, Jiangtao (Recipient), 21 May 2019
Prize: Prize (research)
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2019 IEEE Systems Journal Best Paper Award
Wang, Kun (Recipient), Yu, Jun (Recipient), Yu, Yan (Recipient), Qian, Yirou (Recipient), Zeng, Deze (Recipient), Guo, Song (Recipient), Xiang, Yong (Recipient) & Wu, Jinsong (Recipient), 10 Apr 2019
Prize: Prize (research)
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2019 Smart Medical Challenge First Prize, "脊大夫無創傷脊柱三維評估系統"
Xu, Zhenda (Recipient), Guo, Song (Recipient), Qu, Zhihao (Recipient) & Ma, Shiheng (Recipient), 16 Nov 2019
Prize: Prize (research)
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2020 CCF Distinguished Speaker
Guo, Song (Recipient), Jan 2021
Prize: Honorary award › Honorary award (research)
Activities
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IEEE Internet of Things Journal (Journal)
Song Guo (Associate editor)
2020 → …Activity: Publication peer-review and editorial work › Editorial work for journals
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Fellow Evaluation Committee of IEEE Computer Society (External organisation)
Song Guo (Member)
2020Activity: Office holder / membership of professional bodies › Office holder / member of committee
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Transactions Operations Committee of IEEE Computer Society (External organisation)
Song Guo (Member)
2020 → …Activity: Office holder / membership of professional bodies › Office holder / member of committee
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Member Services Board of IEEE Communications Society (External organisation)
Song Guo (Member)
2020 → 2021Activity: Office holder / membership of professional bodies › Office holder / member of board
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2020 IEEE International Conference on Fog Computing (ICFC 2020)
Song Guo (Programme Co-chair)
20 Apr 2020 → 24 Apr 2020Activity: Participating in or organising an event › Organizer / committee member