Song Guo



PQ818, Mong Man Wai Building
Department of Computing
The Hong Kong Polytechnic University
Hung Hom, Kowloon, Hong Kong SAR
Phone: +852-2766-7259

Google Scholar

ORCID: 0000-0001-9831-2202

Ongoing Projects

  1. RGC Areas of Excellence Scheme (AoE), "6G: Wireless Access and Connectivity for an Intelligent and Sustainable World", 2023-2027, Co-PC, 87,304,000 HKD.
  2. RGC General Research Fund (GRF), "Editable Learning with Fast Adaptation over Evolutionary Edges", 2023-2025, PI, 1,145,729 HKD.
  3. RGC General Research Fund (GRF), "A Novel Modelling Approach for Predicting Sewer Failure", 2023-2025, Co-I, 1,059,605 HKD.
  4. RGC General Research Fund (GRF), Collaborative Training in Resource-constrained Edge Networks via Generative Mutual Knowledge Transfer, 2022-2024, PI, 1,093,580 HKD.
  5. The Key-Area Research and Development Program of Guangdong Province on the New Generation of Artificial Intelligence, Grand Project "The development and application of open system of edge computing for human-machine collaboration", 2021-2024, Co-PI, 34,000,000 RMB.
  6. Public Policy Research Funding Scheme, "Modeling over-tourism in Hong Kong using machine learning and social media data", 2021-2022, Co-I, 223,100 HKD.
  7. PolyU Interdisciplinary Research Fund in Smart Cities, "High Definition (HD) Map for Autonomous Driving in Smart Cities", 2021-2023, Co-I, 1,000,000 HKD.
  8. PolyU Research Institute for Sustainable Urban Development (RISUD) Emerging Frontier Area (EFA) Research Project, "Towards a digital-twin system for smart mobility for people with disabilities (PwDs) using 3D LiDAR modeling and urban big data analytics", Co-I, 2021-2024, 977,000 HKD.
  9. PolyU Intra-Faculty Interdisciplinary Project, "Exo-neuro-musculo-skeleton (ENMS) based on Corticomuscular Integrated Control and Cyber Physical Social System (CPSS) for Grouped Tele-rehabilitation of Wrist-Hand after Stroke", 2021-2022, Co-I, 400,000 HKD.
  10. RGC General Research Fund (GRF), "Opportunistic Federated Learning over Internet of Vehicles", 2022-2024, Co-I, 838,393 HKD.
  11. Project of Strategic Importance, "Crowdsourced Mobile Video Analytics for Emerging Realtime Risk Management in Smart Cities", 2021-2022, PI, 2,000,000 HKD.
  12. RGC General Research Fund (GRF), "Federated Learning with Non-IID Data over Resource-Constrained Mobile Edge Networks", 2021-2023, PI, 1,057,394 HKD.
  13. Key Project of Basic Research of Shenzhen Science and Technology Innovation Committee, "Research on Cloud Edge Collaborative Learning Architecture and Key Optimization Theory", 2021-2023, PI, 2,500,000 CNY.
  14. RGC Research Impact Fund (RIF), "Edge Learning: the Enabling Technology for Distributed Big Data Analytics in Cloud-Edge Environment", 2020-2025, Project Coordinator (PC), 7,640,000 HKD.
  15. Hong Kong Scholars Program, "Federated Learning over Resource-Constrained Mobile Edge Networks", 2021-2023, PI, 800,000 HKD.
  16. RGC General Research Fund (GRF), "Proactive and Cooperative Resource Allocation in Wide-scale Edges", 2020-2022, PI, 935,141 HKD.
  17. NRC (Norwegian Research Council) INTPART (International Partnerships for Excellent Education and Research) Programme, "Transnational Partnership for Excellent Research and Education in Disruptive Technologies for a Resilient Future (DTRF)", 2020-2023, Co-PI.
  18. RGC Research Impact Fund (RIF), "Tackling Grand Challenges in Food Safety: A Big Data and IoT Enabled Approach", 2019-2024, Co-PI, 7,748,000 HKD.
  19. NSFC (National Natural Science Foundation of China), General Research, "Edge Intelligence Oriented Resource Management and Deployment Optimization", 2019-2022, PI, 640,000 RMB.