Dr Li Guo

Research expertise

Artificial Intelligence, Machine Learning, Deep Learning, Health Informatics

Publications

• Journal articles

  S. Xu, S. Chen, R. Xu, C. Wang, P. Lu, et al. L. Guo. (2024). Local feature matching using deep learning: A survey. Information Fusion. 107, pp.102344-102344.

  H. Yue, L. Qing, Z. Zhang, Z. Wang, L. Guo, et al. Y. Peng. (2024). MSE-Net: A novel master–slave encoding network for remote sensing scene classification. Engineering Applications of Artificial Intelligence. 132, pp.107909-107909.

  K. Xiong, L. Qing, L. Li, L. Guo, Y. Peng (2024). Facial expression recognition based on local–global information reasoning and spatial distribution of landmark features. The Visual Computer.

  W. Tang, L. Qing, L. Li, L. Guo, Y. Peng (2023). Principal relation component reasoning-enhanced social relation recognition. Applied Intelligence. 53(23), pp.28099-28113.

  J. Huang, L. Qing, L. Han, J. Liao, L. Guo, et al. Y. Peng. (2023). A collaborative perception method of human-urban environment based on machine learning and its application to the case area. Engineering Applications of Artificial Intelligence. 119, pp.105746-105746.

  W. Tang, L. Qing, H. Gou, L. Guo, Y. Peng (2023). Unveiling Social Relations: Leveraging Interpersonal Similarity Learning for Social Relation Recognition. IEEE Signal Processing Letters. 30, pp.1142-1146.

  L. Guo, G. Sim, B. Matuszewski (2019). Inter-patient ECG classification with convolutional and recurrent neural networks. Biocybernetics and Biomedical Engineering. 39(3), pp.868-879.

  L. Guo (2016). Quantified-self 2.0: using context-aware services for promoting gradual behaviour change. arXiv preprint arXiv:1610.00460.

  X. Yang, D. Wallom, S. Waddington, J. Wang, A. Shaon, et al. B. Matthews, M. Wilson, Y. Guo, L. Guo, JD. Blower, AV. Vasilakos, K. Liu, P. Kershaw. (2014). Cloud computing in e-Science: research challenges and opportunities. The Journal of Supercomputing. 70(1), pp.408-464.

  X. Yang, Y. Guo, L. Guo (2014). An iterative parameter estimation method for biological systems and its parallel implementation. Concurrency and Computation: Practice and Experience. 26(6), pp.1249-1267.

  R. Han, MM. Ghanem, L. Guo, Y. Guo, M. Osmond (2014). Enabling cost-aware and adaptive elasticity of multi-tier cloud applications. Future Generation Computer Systems. 32(1), pp.82-98.

  Y. Li, C. Wu, L. Guo, C-H. Lee, Y. Guo (2014). Wiki-Health. pp.59-77.

  S. He, L. Guo, Y. Guo (2014). Enhancing Cloud Resource Utilisation using Statistical Analysis. International Journal of Cloud Computing and Services Science. 3, pp.1-1.

  Y-K. Guo, L. Guo (2011). IC cloud: Enabling compositional cloud. International Journal of Automation and Computing. 8(3), pp.269-279.

  L. Guo (2010). B2B collaboration through web services-based multi-agent system. Service Oriented Computing and Applications. 4(2), pp.137-153.

  M. Risch, J. Altmann, L. Guo, A. Fleming, C. Courcoubetis (2009). The Gridecon Platform: A business scenario testbed for commercial cloud services. International Workshop on Grid Economics and Business Models.

  D. Robertson, A. Barker, P. Besana, A. Bundy, Y. Chen-Burger, et al. D. Dupplaw, F. Giunchiglia, L. Guo, F. Van Harmelen, F. Hassan, . others. (2009). Models of interaction as a grounding for peer to peer knowledge sharing. Advances in Web Semantics I. pp.81-129.

  L. Guo, S. McGough, A. Akram, D. Colling, J. Martyniak, et al. M. Krznaric. (2008). QoS aware and service-oriented workflow on GRID. International Journal of Multimedia and Ubiquitous Engineering. 3(2), pp.11-20.

  L. Guo, T. Rayna (2008). Economically Scalable Peer-to-Peer Grid Middleware.

  AS. McGough, A. Akram, D. Colling, L. Guo, C. Kotsokalis, et al. M. Krznaric, P. Kyberd, J. Martyniak. (2008). Enabling Scientists through Workflow and Quality of Service. Grid Enabled Remote Instrumentation. pp.345-359.

  L. Guo, D. Robertson, Y-H. Chen-Burger (2008). Using multi-agent platform for pure decentralised business workflows. Web Intelligence and Agent Systems: An International Journal. 6(3), pp.295-311.

  AS. McGough, A. Akram, L. Guo, M. Krznaric, L. Dickens, et al. D. Colling, J. Martyniak, R. Powell, P. Kyberd, C. Huang, C. Kotsokalis, P. Tsanakas. (2007). GRIDCC: A Real-Time Grid Workflow System with QoS. Scientific Programming. 15(4), pp.213-234.

  L. Guo (2004). Workflow Enactment Using Multi-agent System.

• Chapters in books

  S. He, L. Guo, Y. Guo (2015). Elastic Application Container System. In: Cloud Technology. IGI Global, pp.920-942.

  S. He, L. Guo, Y. Guo (2014). Elastic Application Container System. In: Advances in Web Technologies and Engineering. IGI Global, pp.376-398.

  N. Azam, V. Curcin, L. Guo, M. Ghanem (2010). Towards Automatic Service Composition within ARGUGRID. In: Developing Advanced Web Services through P2P Computing and Autonomous Agents: Trends and Innovations. IGI Global, pp.49-68.

  AS. McGough, A. Akram, D. Colling, L. Guo, C. Kotsokalis, et al. M. Krznaric, P. Kyberd, J. Martyniak. (2009). Enabling Scientists Through Workflowand Quality of Service. F. Davoli, N. Meyer, R. Pugliese, S. Zappator. In: Grid Enabled Remote Instrumentation. Springer US, pp.345-359.

• Conferences

  J. Chang, Z. Che, L. Guo (2022). A Pointer Generator Network Chinese News Abstractive Summarization Model Based on Pre-trained Language Model. In: Proceedings of the 2022 4th International Conference on Robotics, Intelligent Control and Artificial Intelligence. pp.798-803.

  L. Guo, H. Wang, J. Zhang (2019). Data-Driven Grinding Control Using Reinforcement Learning. In: 2019 IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems (HPCC/SmartCity/DSS). IEEE, 10/8/2019. pp.2817-2824.

  E. Anas, L. Guo, A. Onsy, B. Matuszewski (2019). Scene disparity estimation with convolutional neural networks. In: Multimodal Sensing: Technologies and Applications. Munich, GERMANY, 24/6/2019. pp.110590T-110590T.

  L. Han, L. Guo, C. Johnson (2017). Message from the BigData-2017 Workshop Chairs. In: 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData). 21/6/2017.

  L. Guo (2015). Nudge Better Quantified-Self with Context-Aware and Proactive Services. In: 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing. IEEE, 26/10/2015. pp.1527-1532.

  L. Han, L. Guo, J. Singer (2015). Message from the BigData 2015 Workshop Chairs. In: 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing. 26/10/2015.

  Y. Li, L. Guo, Y. Guo (2014). Enabling Health Monitoring as a Service in the Cloud. In: 2014 IEEE/ACM 7th International Conference on Utility and Cloud Computing. London, UNITED KINGDOM, 8/12/2014. pp.127-136.

  Y. Li, L. Guo, A. Supratak, Y. Guo (2014). Enabling Performance as a Service for a Cloud Storage System. In: 2014 IEEE 7th International Conference on Cloud Computing. Anchorage, AK, 27/6/2014. pp.554-561.

  Y. Li, L. Guo, C. Wu, C-H. Lee, Y. Guo (2014). Building a cloud-based platform for personal health sensor data management. In: IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI). Valencia, SPAIN, 1/6/2014. pp.223-226.

  S. He, M. Ghanem, L. Guo, Y. Guo (2013). Cloud Resource Monitoring for Intrusion Detection. In: 2013 IEEE 5th International Conference on Cloud Computing Technology and Science. Bristol, ENGLAND, 2/12/2013. pp.281-284.

  Y. Li, L. Guo, Y. Guo (2013). An Efficient and Performance-Aware Big Data Storage System. In: Communications in Computer and Information Science. Springer, Cham, pp.102-116.

  S. He, L. Guo, M. Ghanem, Y. Guo (2012). Improving Resource Utilisation in the Cloud Environment Using Multivariate Probabilistic Models. In: 2012 IEEE Fifth International Conference on Cloud Computing. 24/6/2012. pp.574-581.

  R. Han, L. Guo, MM. Ghanem, Y. Guo (2012). Lightweight Resource Scaling for Cloud Applications. In: 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012). IEEE, 13/5/2012. pp.644-651.

  S. He, L. Guo, Y. Guo, C. Wu, M. Ghanem, et al. R. Han. (2012). Elastic Application Container: A Lightweight Approach for Cloud Resource Provisioning. In: 2012 IEEE 26th International Conference on Advanced Information Networking and Applications. Fukuoka Inst Technol (FIT), Fukuoka City, JAPAN, 26/3/2012. pp.15-22.

  Y. Li, L. Guo, Y. Guo (2012). CACSS: Towards a generic cloud storage service. In: CLOSER 2012 - Proceedings of the 2nd International Conference on Cloud Computing and Services Science. pp.27-36.

  R. Han, L. Guo, Y. Guo, S. He (2011). A Deployment Platform for Dynamically Scaling Applications in the Cloud. In: 2011 IEEE Third International Conference on Cloud Computing Technology and Science. IEEE, 29/11/2011. pp.506-510.

  S. He, L. Guo, Y. Guo (2011). Elastic Application Container. In: 2011 IEEE/ACM 12th International Conference on Grid Computing. IEEE, 21/9/2011. pp.216-217.

  S. He, L. Guo, Y. Guo (2011). Real Time Elastic Cloud Management for Limited Resources. In: 2011 IEEE 4th International Conference on Cloud Computing. IEEE, 4/7/2011. pp.622-629.

  L. Guo, Y. Guo, X. Tian (2010). IC Cloud: A Design Space for Composable Cloud Computing. In: 2010 IEEE 3rd International Conference on Cloud Computing. IEEE, 5/7/2010. pp.394-401.

  L. Guo, J. Darlington, B. Fuchs (2009). Towards an Open, Self-Adaptive and P2P Based e-Market Infrastructure. In: 2009 IEEE International Conference on e-Business Engineering. Macau, PEOPLES R CHINA, 21/10/2009. pp.67-74.

  GL. mei, LD. yong (2009). Development of a Integrated Map Matching Algorithm Based on Fuzzy Theory. In: 2009 Second International Conference on Intelligent Computation Technology and Automation. Changsha, PEOPLES R CHINA, 10/10/2009. pp.693-696.

  L. Guo, M. Ghanem, V. Curcin, N. Azam (2009). Intelligent Agents in the Service-Oriented World - An Industrial Experience Report. In: 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology. Milan, ITALY, 15/9/2009. pp.693-+.

  M. Risch, J. Altmann, L. Guo, A. Fleming, C. Courcoubetis (2009). The GridEcon Platform: A Business Scenario Testbed for Commercial Cloud Services. In: GRID ECONOMICS AND BUSINESS MODELS. Delft, NETHERLANDS, 24/8/2009. pp.46-59.

  L. Guo, T. Rayna (2008). Enabling Virtual Markets on an Economically Scalable Multi-agent Platform. In: 2008 International Conference on Computational Intelligence for Modelling Control & Automation. Vienna, AUSTRIA, 10/12/2008. pp.919-924.

  F. Toni, M. Grammatikou, S. Kafetzoglou, L. Lymberopou, S. Papavassileiou, et al. D. Gaertner, M. Morge, S. Bromuri, J. McGinnis, K. Stathis, V. Curcin, M. Ghanem, L. Guo. (2008). The ArguGRID platform: An overview. In: GRID ECONOMICS AND BUSINESS MODELS, PROCEEDINGS. Las Palmas de Gran Canaria, SPAIN, 26/8/2008. pp.217-+.

  L. Guo, AS. McGough, A. Akram, A. Colling, J. Martyniak, et al. M. Krznaric. (2007). Enabling QoS for service-oriented workflow on GRID. In: 2007 CIT: 7TH IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY, PROCEEDINGS. Aizu-Wakamatsu City, JAPAN, 16/10/2007. pp.1077-1082.

  AS. McGough, A. Akram, L. Guo, M. Krznaric, L. Dickens, et al. D. Colling, J. Martyniak, R. Powell, P. Kyberd, C. Kotsokalis. (2007). GRIDCC. In: Proceedings of the 2nd workshop on Workflows in support of large-scale science. pp.3-12.

  L. Guo, AS. McGough, A. Akram, D. Colling, J. Martyniak, et al. M. Krznaric. (2007). Qos for service based workflow on grid. In: Proceedings of UK e-Science 2007 All Hands Meeting, Nottingham, UK.

  L. Guo, D. Robertson, Y-H. Chen-Burger (2005). A novel approach for enacting the distributed business workflows using BPEL4WS on the multi-agent platform. In: IEEE International Conference on e-Business Engineering (ICEBE'05). Beijing, PEOPLES R CHINA, 12/10/2005. pp.657-664.

  . Li Guo, D. Robertson, Y. Chen-Burger (2005). A Generic Multi-agent System Platform For Business Workflows Using Web Services Composition. In: IEEE/WIC/ACM International Conference on Intelligent Agent Technology. Compiegne Univ Technol, Compiegne, FRANCE, 19/9/2005. pp.301-307.

  L. Guo, D. Robertson, Y-H. Chen-Burger (2005). Enacting the Distributed Business Workflows Using BPEL4WS on the Multi-agent Platform. In: MULTIAGENT SYSTEM TECHNOLOGIES, PROCEEDINGS. Koblenz, GERMANY, 11/9/2005. pp.35-46.

  L. Guo, Y-H. Chen-Burger, D. Robertson, J. Wang (2005). Conducting the agile negotiation process involved in the BPEL4WS model on the multi-agent platform. In: Conference of China Association for Information Systems, 2005.

  L. Guo, YH. Chen-Burger, D. Roberston (2004). Mapping a business process model to a semantic web service model. In: IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES, PROCEEDINGS. San Diego, CA, 6/7/2004. pp.746-749.

  L. Guo, D. Roberston, Y-H. Chen-Burger (2004). Business process model based multi-agent system development. In: The Second International Workshop on Collaboration Agents. pp.11-11.