Song Guo is a Full Professor leading the Research Group of Networking and Mobile Computing at the Department of Computing, The Hong Kong Polytechnic University. He also holds a Changjiang Chair Professorship awarded by the Ministry of Education of China. Prof. Guo is a Fellow of the Canadian Academy of Engineering (FCAE), Fellow of the IEEE (FIEEE), and ACM Distinguished Member. He is the current Editor-in-Chief of IEEE Open Journal of the Computer Society and Chair of IEEE Communications Society (ComSoc) Space and Satellite Communications Technical Committee (SSCTC).
Prof. Guo is the founding director of the Edge Intelligence Lab at The Hong Kong Polytechnic University (PEIL). His research interests are mainly in edge AI, big data and machine learning, mobile computing, and distributed systems. He published many papers in top venues with wide impact in these areas and was recognized as a Highly Cited Researcher (Clarivate Web of Science). He is the recipient of the 2019 IEEE TCBD Best Conference Paper Award, 2018 IEEE TCGCC Best Magazine Paper Award, 2019 & 2017 IEEE Systems Journal Annual Best Paper Award, and other 8 Best Paper Awards from IEEE/ACM conferences. His work was also recognized by the 2016 Annual Best of Computing: Notable Books and Articles in Computing in ACM Computing Reviews. Prof. Guo's research has been sponsored by RGC, NSFC, ITF, MOST, NRC, JSPS, MIC, JST, industry, etc.
Prof. Guo was an IEEE ComSoc Distinguished Lecturer, Director of ComSoc Membership Services, and a member of IEEE ComSoc Board of Governors. He has also served for IEEE Computer Society on Fellow Evaluation Committee, Transactions Operations Committee, Editor-in-Chief Search Committee, etc. Prof. Guo has been named on editorial board of a number of prestigious international journals like IEEE Transactions on Parallel and Distributed Systems, IEEE Transactions on Cloud Computing, IEEE Transactions on Emerging Topics in Computing, IEEE Transactions on Sustainable Computing, IEEE Transactions on Green Communications and Netwoeking, IEEE Internet of Things Journal, etc. He has also served as chair of organizing and technical committees of numerous international conferences. Prof. Guo is a frequently invited expert for various national and international grant reviews. He is currently on RGC engineering panel.
I am looking for strongly motivated PhD students, Research Assistant and Postdoctoral Fellow to join our research group. Our research interests are as follows:
- Edge AI and Federated Learning
- AI empowered Internet-of-Things
- Edge Computing Driven Ubiquitous Blockchain
- Project of Strategic Importance, Crowdsourced Mobile Video Analytics for Emerging Realtime Risk Management in Smart Cities, 2021-2022, PI, 2,000,000 HKD.
- 深圳市科技創新委員會基礎研究重點項目, 雲邊端協同學習架構與關鍵優化理論研究, 2021-2023, PI, 2,500,000 CNY.
- SkyChain: A Deep Reinforcement Learning-Empowered Dynamic Blockchain Sharding System, Best Paper Award Runner Up received in ICPP 2020.