Guo

Song Guo

Professor
CAE Fellow, IEEE Fellow

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PQ818, Mong Man Wai Building
Department of Computing
The Hong Kong Polytechnic University
Hung Hom, Kowloon, Hong Kong SAR
Phone: +852-2766-7259
E-mail: song.guo@polyu.edu.hk


Google Scholar

ORCID: 0000-0001-9831-2202

Ongoing Projects

  1. RGC General Research Fund (GRF), Collaborative Training in Resource-constrained Edge Networks via Generative Mutual Knowledge Transfer, 2022-2024, PI, 1,093,580 HKD.
  2. RGC General Research Fund (GRF), Opportunistic Federated Learning over Internet of Vehicles, 2022-2024, Co-I, 838,393 HKD.
  3. Project of Strategic Importance, Crowdsourced Mobile Video Analytics for Emerging Realtime Risk Management in Smart Cities, 2021-2022, PI, 2,000,000 HKD.
  4. RGC General Research Fund (GRF), Federated Learning with Non-IID Data over Resource-Constrained Mobile Edge Networks, 2021-2023, PI, 1,057,394 HKD.
  5. 深圳市科技創新委員會基礎研究重點項目, Research on Cloud Edge Collaborative Learning Architecture and Key Optimization Theory, 2021-2023, PI, 2,500,000 CNY.
  6. RGC Research Impact Fund (RIF), Edge Learning: the Enabling Technology for Distributed Big Data Analytics in Cloud-Edge Environmentt, 2020-2025, Project Coordinator (PC), 7,640,000 HKD.
  7. Hong Kong Scholars Program, Federated Learning over Resource-Constrained Mobile Edge Networks, 2021-2023, PI, 800,000 HKD.
  8. Chinese National Engineering Research Centre (CNERC), Data Analytics and Machine Learning Algorithms for Smart Transportation Systems, 2020-2021, PI, 500,000 HKD.
  9. RGC General Research Fund (GRF), Proactive and Cooperative Resource Allocation in Wide-scale Edges, 2020-2022, PI, 935,141 HKD.
  10. 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.
  11. Postdoctoral Fellowships Scheme, Human Tracking with Embedded Sensors on Collaborative Multiple Smart Devices, 2020-2022, PI, 799,800 HKD.
  12. 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.
  13. RGC Collaborative Research Fund (CRF), Multi-stage Big Data Analytics for Complex Systems: Methodologies and Applications, 2019-2022, Co-PI, 3,661,193 HKD.
  14. Postdoctoral Fellowships Scheme, Highly-Efficient Data Dissemination in Mobile Edge Computing Enabled Internet of Vehicles, 2019-2021, PI, 771,000.
  15. NSFC (National Natural Science Foundation of China), General Research, Edge Intelligence Oriented Resource Management and Deployment Optimization, 2019-2022, PI, 640,000 RMB.
  16. Ministry of Science and Technology (MoST) National Key Technologies R&D Programme on Big Data and Cloud Computing, General-purpose Computer Technology and System for Graph-oriented Big Data Computing, 2018-2021, Co-I, 47,000,000 CNY.
  17. Ministry of Science and Technology (MoST) National Key Technologies R&D Programme on Big Data and Cloud Computing, Human-Machine-Things Integrated Cloud Computing Architecture and Platform, 2018-2021, Co-I, 25,000,000 CNY.
  18. Collaborative Research with HK Interactive Lab Limited, A Rating System for (Crypto-) Tokens on (Block-chain based) Platform, 2018-2020, Co-I, 1,500,000 HKD.
  19. 上海市2018年度科技创新行动计划港澳台科技合作项目, 基于云雾混合模式的智慧城市大数据处理技术研究, 2018-2021, Co-PI, 400,000 RMB.
  20. NRC (Norwegian Research Council) INTPART (International Partnerships for Excellent Education and Research) Programme, Transnational Partnership for Excellent Research and Education in Big Data and Emergency Management, 2017-2020, Co-PI, 5,700,000 NOK.

 

Recently Completed Projects

  1. Consultancy Project with Esquel Enterprises Limited, Bitmap Conversion for Label Artwork Patterning, 2019-2020, PI, 156,000 HKD.
  2. Collaborative Research with Huawei Technologies Co., Ltd., Ethernet Transport Network Performance Simulation, 2018-2019, PI, 771,150HKD.
  3. Collaborative Research with Guilin Medical Group, MioTChain, 2018-2019, PI, 1,000,270 HKD.
  4. Shenzhen Basic Research Funding Scheme, Task Scheduling of Multi-platform Computing Resources in Mobile Crowdsourcing Networks, 2018-2019, PI, 300,000 CNY.
  5. Hong Kong Innovation and Technology Fund (ITF), Big Data-Driven Airport Resources Management (BigARM) Engine and Application Tools, 2018-2019, Co-I, 6,500,000 HKD.
  6. CRG Fund, Optimized Request Admissions in NFV-Enabled Software-Defined Networks, 2017-2019, PI, 105,000 HKD.
  7. PolyU Joint Supervision Scheme, Bandwidth Guaranteed Virtual Network Function Placement on NUMA Machine, 2017-2018, PI, 154,500 HKD.
  8. PolyU COMP Start-up Fund, Self-adaptive Platform for Big Spatial-Temporal Data Analytics, 2016-2019, PI, 1,500,000 HKD.
  9. MIC (Ministry of Internal Affairs and Communication) Strategic Information and Communications Research and Development Promotion Program (SCOPE), Living Activity and Health Tracking in Smart Home using RF Reflection and Big Data, PI (2016-2017), Co-PI (2017-2018), 35,000,000 JPY.
  10. JSPS (Japan Society for the Promotion of Science) Grant-in-Aid for Scientific Research, A WiFi-based Survivor Tracking and Searching System for Disaster Environment, 2016-2017, PI, 20,000,000 JPY.