Projects per year
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Professional information
Patents
The present invention provides an intelligent tutoring system powered by LLM-based collaborative agents.
Date of application: 27/6/2025
An Intelligent Tutoring System Powered By Llm-Based Collaborative Agents And Its Optimization Method
The present invention provides an intelligent tutoring system powered by LLM-based collaborative agents.
Date of application: 27/6/2025
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):
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SDG 3 Good Health and Well-being
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SDG 4 Quality Education
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SDG 5 Gender Equality
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 10 Reduced Inequalities
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SDG 11 Sustainable Cities and Communities
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Collaborations and top research areas from the last five years
Projects
- 1 Active
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Developing e-Content for Robotics Education: Using Learning Management System to Promote Blended Learning Model and Content Sharing 開發機器人教育學習教材: 以學習管理平台促進混合式學習及教材分享
WAN, Z. (PI), YANG, Y. (CoI), HO, C. S. M. (CoI), CHEUNG, K. C. (CoI), YAN, Z. (CoI), ZHAN, Y. (CoI) & XU, G. (CoI)
01/09/23 → 31/08/26
Project: Research project
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A comprehensive survey of Knowledge-based Visual Question Answering systems: The lifecycle of knowledge in visual reasoning task
DENG, J., WU, Z., HUO, H. & XU, G., Jun 2026, (E-pub ahead of print) In: IEEE Transactions on Knowledge and Data Engineering.Research output: Contribution to journal › Articles › peer-review
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AgentLesson: LLM-based multi-agent system for educational lesson plan generation
CHEN, Y., YANG, Y. & XU, G., 2026, Behavioural and social computing: 12th International Conference, BESC 2025, Hong Kong SAR, China, October 16–18, 2025, Proceedings, Part I. HAO, T., VELÁSQUEZ, J., LI, Q., HU, B. & XU, G. (eds.). Singapore: Springer, p. 155-170Research output: Chapter in Book/Report/Conference proceeding › Chapters
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A temporally disentangled contrastive diffusion model for spatiotemporal imputation
CHEN, Y., SHI, K., WU, Z., CHEN, J., WANG, X., MCAULEY, J., XU, G. & YU, S., 2026, In: CAAI Transactions on Intelligence Technology. 11, p. 548-563Research output: Contribution to journal › Articles › peer-review
Open Access -
BackChainer: Backward chaining over graph for integrating structured knowledge into large language model reasoning
ZHAO, R., ZHAO, F. & XU, G., 2026, Proceedings of database systems for advanced applications: 31st International Conference, DASFAA 2026. JUNG, H., WANG, T., TOYODA, M., KWON, H.-Y. & LEE, J.-W. (eds.). Singapore: Springer, Vol. Part III. p. 541-557Research output: Chapter in Book/Report/Conference proceeding › Chapters
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Cluster-SCP: Similarity and contrastive learning to enhance pseudo labels for fine tuning under few labels
ALSUHAIBANI, A., ALALAWI, A., RAZZAK, I., JAMEEL, S., WANG, X. & XU, G., 2026, In: World Wide Web. 29, 28.Research output: Contribution to journal › Articles › peer-review
Open Access