Projects per year
Personal profile
Personal profile
An academic with over 40 years (since 1983) of research and teaching experience in 5 British Universities and 2 Chinese Universities.
His research interests include Data Science, Big Data (processing and analytics), Distributed, Generative and General AI (modelling, training and fine tune), LLM and NLP (understanding, knowledge abstraction), Knowledge Engineering (knowledge acquisition, representation, modelling, storage, dissemination and reuse), Agent and Multi-agent Systems (using management theory to coordinate and cooperate among multiple intelligent entities), Grid Computing (Grid Infrastructure and distributed data access and control) and HCI (data/information visualization, human experience design). He has published over 100 Journal and Conference papers. He has served as a number of academic journal editors and international conference technical committee members. He has obtained over 200K fundings from government and industry.
He has supervised PhD students to completion and PhD students on going and large number of masters. He has taught modules include AI, Disruptive Technologies, Big Data Analytics, Semi-structured Databases, and Technologies for e-Commerce for both UG and PG levels. He has published a textbook in title of "Foundation for Big Data Analytics: Concepts, Technologies, Methods and Business" (ISBN:978-7-03-058148-8).
He has wide industrial connections and worked with IBM, Oracle, Microsoft, Baidu and iFlyTek, etc. He has extensive experience in consulting, application development and industrial solution providing using Data Science and Enginering knowledge, Artificial Intelligence, and Knowledge Graphs in the fields of business, industry, finance and governments.
He is a public speaker who delivers speeches, talks and seminars at Multi-billion, multi-national companies and international stages. He delivered industrial short disruptive technological courses for government agencies, business executives and high-level managers.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Releated documents
Education/Academic qualification
PhD, Shiftting Matrix Managment for MAS, The Open University
1 Sept 1995 → 31 Aug 1998
Award Date: 14 Oct 1999
Master, Distributed AI, University of York
1 Aug 1994 → 31 Jul 1995
Award Date: 31 Jul 1995
Bachelor, Software Engineering, Northwestern Polytechnical University
1 Sept 1979 → 21 Jul 1983
Award Date: 21 Jul 1983
Keywords
- QA76 Computer software
- Information
- Z665 Library Science. Information Science
Person Types
- Staff
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Collaborations and top research areas from the last five years
Projects
- 4 Finished
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Intelligent System for Public Security Case Recording and Resolving System Based on Deep Knowledge Network and Machine Learning
Yue, Y., Craig, P., 钱景, 倪蘋, 关圣威 & Li, G.
1/01/19 → 31/12/21
Project: Internal Research Project
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Doctor’s assistant for creating diagnose record by conversation recognition and machine learning
Li, G., Ma, G., Bai, X., Zhou, Y., Qian, J., Pal, G. & Zhou, Y.
1/07/18 → 30/06/20
Project: Governmental Research Project
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Platform for Suzhou Municipal Key Lab of Virtual Reality Technology
Yue, Y., Lim, E. G., Man, K. L., Xu, M., Huang, K., Chen, M., Craig, P., Li, G., Chen, B., Xia, J., Zhang, C., Zhu, X., Wang, W., Liang, H., Guan, S., Tillo, T., Zhang, B., Dounas, T., Tate, D., Lo, C., Fung, K., Papangelis, K., Liu, B., Qian, R., Xia, Y., Nanjappan, V., Marshall, A., Murray, G., Dwyer, L., Schraps, M., Pinto, C., Wong, P., Coenen, F. & Kiviniem, A.
1/01/16 → 31/12/17
Project: Governmental Research Project
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Evaluating and Selecting Deep Reinforcement Learning Models for OptimalDynamic Pricing: A Systematic Comparison of PPO, DDPG, and SAC
Liu, Y., Man, K. L., Li, G., Payne, T. R. & Yue, Y., 26 Jan 2024, Proceedings - 2024 8th International Conference on Control Engineering and Artificial Intelligence, CCEAI 2024. Zhang, W., Yue, Y. & Ogiela, M. (eds.). Association for Computing Machinery, p. 215-219 5 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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用于知识图谱中节点和链接的多语言知识匹配方法及装置
Li, G., Ni, P., Li, Y. & Bai, X., 2 Feb 2024, Patent No. CN 111858961 B, 27 Jul 2040Translated title of the contribution :Multi-language knowledge matching method and device for nodes and links in knowledge graph Research output: Patent
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Enhancing Sparse Data Performance in E-Commerce Dynamic Pricing with Reinforcement Learning and Pre-Trained Learning
Liu, Y., Man, K. L., Li, G., Payne, T. & Yue, Y., 2023, 2023 International Conference on Platform Technology and Service, PlatCon 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 39-42 4 p. (2023 International Conference on Platform Technology and Service, PlatCon 2023 - Proceedings).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
1 Citation (Scopus) -
Enhancing Text Comprehension via Fusing Pre-trained Language Model with Knowledge Graph
Qian, J., Li, G., Atkinson, K. & Yue, Y., 22 Dec 2023, ACAI 2023 - Conference Program: 2023 6th International Conference on Algorithms, Computing and Artificial Intelligence. Association for Computing Machinery, p. 353-360 8 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Injecting Commonsense Knowledge into Prompt Learning for Zero-Shot Text Classification
Qian, J., Chen, Q., Yue, Y., Atkinson, K. & Li, G., 17 Feb 2023, ICMLC 2023 - Proceedings of the 2023 15th International Conference on Machine Learning and Computing. Association for Computing Machinery, p. 427-432 6 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Activities
- 1 PhD Completion