Guo

Song Guo

Professor
FCAE, MAE, FIEEE, FAAIA

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CYT-3006A (via lift 35/36)
Department of Computer Science and Engineering
The Hong Kong University of Science and Technology
Clear Water Bay, Kowloon
Hong Kong SAR
Phone: +852 2358 8833
E-mail: songguo@cse.ust.hk

Google Scholar

ORCID: 0000-0001-9831-2202

Ongoing Projects

  1. RGC General Research Fund (GRF), "Neural-enhanced Edge Perception: Representation-aware Analytics on Collaborative Devices", 2024-2026, PI, 1,533,087 HKD.
  2. RGC General Research Fund (GRF), "Elastic Multimodal learning over Internet of Vehicles", 2024-2026, Co-PI, 1,358,201 HKD.
  3. RGC General Research Fund (GRF), "Empowering TinyML with Low-shot Learning for Edge AI Systems", 2024-2026, Co-PI, 898,284 HKD.
  4. RGC Areas of Excellence Scheme (AoE), "6G: Wireless Access and Connectivity for an Intelligent and Sustainable World", 2023-2027, Co-PI, 87,304,000 HKD.
  5. RGC General Research Fund (GRF), "Editable Learning with Fast Adaptation over Evolutionary Edges", 2023-2025, PI, 1,145,729 HKD.
  6. RGC General Research Fund (GRF), "A Novel Modelling Approach for Predicting Sewer Failure", 2023-2025, Co-I, 1,059,605 HKD.
  7. RGC General Research Fund (GRF), Collaborative Training in Resource-constrained Edge Networks via Generative Mutual Knowledge Transfer, 2022-2024, PI, 1,093,580 HKD.
  8. 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.
  9. 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.
  10. 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.
  11. RGC General Research Fund (GRF), "Opportunistic Federated Learning over Internet of Vehicles", 2022-2024, Co-I, 838,393 HKD.
  12. Project of Strategic Importance, "Crowdsourced Mobile Video Analytics for Emerging Realtime Risk Management in Smart Cities", 2021-2023, PI, 2,000,000 HKD.
  13. RGC General Research Fund (GRF), "Federated Learning with Non-IID Data over Resource-Constrained Mobile Edge Networks", 2021-2023, PI, 1,057,394 HKD.
  14. 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.
  15. 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.
  16. Hong Kong Scholars Program, "Federated Learning over Resource-Constrained Mobile Edge Networks", 2021-2023, PI, 800,000 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.