Mr Jiucai Liu
(he/him)
Teams and roles for Jiucai Liu
Graduate Demonstrator
Research student
Publication
2026
- Liu, J. et al. 2026. Large-scale Gaussian splatting with semantic graph modeling for fine-grained bridge surface damage management. Automation in Construction 191 107128. (10.1016/j.autcon.2026.107128)
- Liu, J. et al. 2026. High-fidelity bridge damage assessment via enhanced 3D Gaussian splatting. In: Necati Catbas, F. , Frangopol, D. and Yun, H. eds. Moving Toward Smart, Resilient and Sustainable Bridges. London: CRC Press. , pp.1822-1829. (10.1201/9781003778677-220)
- Li, X. et al., 2026. A human-in-the-loop automated framework for high-precision bridge maintenance knowledge graphs: from construction to refinement with LLMs and GNNs. Advanced Engineering Informatics 76 105034. (10.1016/j.aei.2026.105034)
- Liu, J. , Li, H. and Wang, D. 2026. Bridge digital twin system for UAV intelligent inspection: a collaborative approach based on IFC-graph and game engine. Zhongguo Gonglu Xuebao/China Journal of Highway and Transport 39 (1), pp.173-185. (10.19721/j.cnki.1001-7372.2026.01.014)
2025
- Liu, J. et al. 2025. A LLM-informed multi-agent AI system for drone-based visual inspection for infrastructure. Advanced Engineering Informatics 68 (A) 103643. (10.1016/j.aei.2025.103643)
- Liu, J. et al. 2025. Semantic-PolygonGraph driven context-aware coverage path planning for infrastructure visual inspection. Advanced Engineering Informatics 68 (Part A) 103580. (10.1016/j.aei.2025.103580)
- Chai, C. et al. 2025. Semantic-enriched image retrieval for bridge damage assessment. Presented at: The Sixth International Conference on Civil and Building Engineering Informatics (ICCBEI 2025) Hong Kong, China 8 -11 January 2025. Published in: Cheng, J. and Yantao, Y. eds. Proceedings of the 6th International Conference on Civil and Building Engineering Informatics. EasyChair. , pp.222-232. (10.29007/r53r)
- Khudhair, A. et al. 2025. Digital twin and multimodal neural networks for automated coastal railway bridge maintenance. Presented at: EG-ICE 2025 Glasgow, UK 1-3 July 2025. Published in: Moreno-Rangel, A. and Kumar, B. eds. EG-ICE 2025. Glasgow: University of Strathclyde Publishing. (10.17868/strath.00093263)
- Chai, C. et al. 2025. Domain knowledge-driven image captioning for bridge damage description generation. Automation in Construction 174 106116. (10.1016/j.autcon.2025.106116)
- Ouyang, L. , Li, H. and Liu, J. 2025. Enhancing engineering risk analysis with knowledge graph-driven retrieval-augmented generation. Presented at: 32st EG-ICE International Workshop on Intelligent Computing in Engineering Glasgow,United Kingdom 1-3 July 2025.
2024
- Liu, J. et al. 2024. LLM-informed drone visual inspection of infrastructure. Presented at: 31st EG-ICE International Workshop on Intelligent Computing in Engineering Vigo, Spain 3-5 July 2024. Published in: Riveiro, B. and Arias, P. eds. Proceedings of the 31st International Workshop on Intelligent Computing in Engineering. University of Vigo. , pp.1-10. (10.35869/Proceedings_EGICE2024)
- Liu, J. et al. 2024. Towards higher information density in image transmission: learned image compression for construction site monitoring. Presented at: ICCBEI 2025 Hong Kong 08-10 January 2025.
- Zhu, X. , Li, H. and Liu, J. 2024. Ontology-driven flexible BIM maturity assessment framework. Presented at: European Group for Intelligent Computing in Engineering Vigo, Spain 3-5 July 2024. Published in: Riveiro, B. and Arias, P. eds. Proceedings of the 31st International Workshop on Intelligent Computing in Engineering, EG-ICE 2024. University of Vigo. , pp.41-53. (10.35869/Proceedings_EGICE2024)
Articles
- Liu, J. et al. 2026. Large-scale Gaussian splatting with semantic graph modeling for fine-grained bridge surface damage management. Automation in Construction 191 107128. (10.1016/j.autcon.2026.107128)
- Li, X. et al., 2026. A human-in-the-loop automated framework for high-precision bridge maintenance knowledge graphs: from construction to refinement with LLMs and GNNs. Advanced Engineering Informatics 76 105034. (10.1016/j.aei.2026.105034)
- Liu, J. , Li, H. and Wang, D. 2026. Bridge digital twin system for UAV intelligent inspection: a collaborative approach based on IFC-graph and game engine. Zhongguo Gonglu Xuebao/China Journal of Highway and Transport 39 (1), pp.173-185. (10.19721/j.cnki.1001-7372.2026.01.014)
- Liu, J. et al. 2025. A LLM-informed multi-agent AI system for drone-based visual inspection for infrastructure. Advanced Engineering Informatics 68 (A) 103643. (10.1016/j.aei.2025.103643)
- Liu, J. et al. 2025. Semantic-PolygonGraph driven context-aware coverage path planning for infrastructure visual inspection. Advanced Engineering Informatics 68 (Part A) 103580. (10.1016/j.aei.2025.103580)
- Chai, C. et al. 2025. Domain knowledge-driven image captioning for bridge damage description generation. Automation in Construction 174 106116. (10.1016/j.autcon.2025.106116)
Book sections
- Liu, J. et al. 2026. High-fidelity bridge damage assessment via enhanced 3D Gaussian splatting. In: Necati Catbas, F. , Frangopol, D. and Yun, H. eds. Moving Toward Smart, Resilient and Sustainable Bridges. London: CRC Press. , pp.1822-1829. (10.1201/9781003778677-220)
Conferences
- Chai, C. et al. 2025. Semantic-enriched image retrieval for bridge damage assessment. Presented at: The Sixth International Conference on Civil and Building Engineering Informatics (ICCBEI 2025) Hong Kong, China 8 -11 January 2025. Published in: Cheng, J. and Yantao, Y. eds. Proceedings of the 6th International Conference on Civil and Building Engineering Informatics. EasyChair. , pp.222-232. (10.29007/r53r)
- Khudhair, A. et al. 2025. Digital twin and multimodal neural networks for automated coastal railway bridge maintenance. Presented at: EG-ICE 2025 Glasgow, UK 1-3 July 2025. Published in: Moreno-Rangel, A. and Kumar, B. eds. EG-ICE 2025. Glasgow: University of Strathclyde Publishing. (10.17868/strath.00093263)
- Ouyang, L. , Li, H. and Liu, J. 2025. Enhancing engineering risk analysis with knowledge graph-driven retrieval-augmented generation. Presented at: 32st EG-ICE International Workshop on Intelligent Computing in Engineering Glasgow,United Kingdom 1-3 July 2025.
- Liu, J. et al. 2024. LLM-informed drone visual inspection of infrastructure. Presented at: 31st EG-ICE International Workshop on Intelligent Computing in Engineering Vigo, Spain 3-5 July 2024. Published in: Riveiro, B. and Arias, P. eds. Proceedings of the 31st International Workshop on Intelligent Computing in Engineering. University of Vigo. , pp.1-10. (10.35869/Proceedings_EGICE2024)
- Liu, J. et al. 2024. Towards higher information density in image transmission: learned image compression for construction site monitoring. Presented at: ICCBEI 2025 Hong Kong 08-10 January 2025.
- Zhu, X. , Li, H. and Liu, J. 2024. Ontology-driven flexible BIM maturity assessment framework. Presented at: European Group for Intelligent Computing in Engineering Vigo, Spain 3-5 July 2024. Published in: Riveiro, B. and Arias, P. eds. Proceedings of the 31st International Workshop on Intelligent Computing in Engineering, EG-ICE 2024. University of Vigo. , pp.41-53. (10.35869/Proceedings_EGICE2024)