2. Zhou Shenghua, Gu Tiantian, Wong Mun On. Urban Infrastructure and Resilient, Sustainable Buildings[M]. Multidisciplinary Digital Publishing Institute. 2025.
1. Wang, H., Zhou, S.*, Chen, Z., Wang, W., Li, L., & Ng, S. T. (2026). LLM-empowered agents for lifeline network recovery with graph-guided MCP tools. Sustainable Cities and Society, 149, 107846.(硕士生一作,通讯作者,中科院1区Top,SCI)
2. Wang, H., Zhou, S.*, Chen, Z.*, et al. (2026). LLM-driven smart agents using tools for the recovery of interdependent infrastructure networks. Expert Systems with Applications, 325, 132701.(硕士生一作,通讯作者,中科院1区Top,SCI)
3. Zhou, S., Wang, J., Brilakis, I., Li, D., et al. (2026). Integrating domain-specific knowledge graph with large language model for question-answering of construction laws and regulations: The case of China. Engineering Applications of Artificial Intelligence, 181(Part 4), 115514.(中科院1区Top,SCI)
4. Zhou, S., Xie, S., Yi, W., et al. (2026). Construction case-relevant article-level law identification using fine-tuned large language models: A study in China's construction industry. Advanced Engineering Informatics, 70, 104144.(中科院1区Top,SCI)
5. Zhou, S., Wang, Y., Chen, Z., et al. (2026). Devising wireless flood-sensing networks for critical infrastructure facilities. International Journal of Disaster Risk Reduction, 135, 106026.(中科院2区,JCR1区,SCI)
6. 周圣华, 王泓宇, 陈铮一, 李德智*. (2026). 大语言模型驱动的关键基础设施网络恢复决策的智能体构建. 神州娱乐城学报(自然科学版).(中文EI)
7. 李德智, 程晓涵, 周圣华*. (2026). 基于检索增强生成的绿色低碳建造问答研究(英文)[J/OL]. Journal of Southeast University (English Edition). 网络首发.(通讯作者,EI)
8. Zhou, S., Liu, X., Li, D., et al. (2025). Integrating domain-specific knowledge and fine-tuned general-purpose large language models for question-answering in construction engineering management. Automation in Construction, 175, 106206.(中科院1区Top,SCI)
9. Zhou, S., Liu, K., Li, D., et al. (2025). Augmenting general-purpose large-language models with domain-specific multimodal knowledge graph for question-answering in construction project management. Advanced Engineering Informatics, 65, 103142.(中科院1区Top,SCI)
10. Wang, W., Zhou, S., Li, D., Wang, Y., & Liu, X. (2025). Disentangling the non-linear relationships and interaction effects of urban digital transformation on carbon emission intensity. Urban Climate, 59, 102283.(通讯作者,JCR1区,SCI)
11. Yu, L., Li, D., Zhou, S., et al. (2025). Intelligent pathways for driving wastewater treatment efficiency: An integrated analysis approach. Environment, Development and Sustainability. Accepted.(通讯作者,JCR1区,SCI)
12. Zhou, S., Wang, H., Li, D., et al. (2025). Building a construction law knowledge repository to enhance general-purpose large language model performance on domain question-answering: A case of China. Engineering, Construction and Architectural Management. Early Access.(JCR1区,SCI)
13. Yu, L., Li, D., Song, J., Zhou, S., & Li, L. (2025). How to improve the operational efficiency of China's waste treatment facilities: A DEA–Malmquist–Tobit approach. Journal of Material Cycles and Waste Management. Accepted.(通讯作者,SCI)
14. Li, D., Zhao, Y., Zhou, S., & Ng, S. T. (2024). Social media data-based spatio-temporal assessment of public attitudes towards digital contact tracing applications: A case of health code application in mainland China. Technological Forecasting and Social Change, 209, 123775.(通讯作者,中科院1区Top,SSCI)
15. Zhou, S., Wang, H., Li, D., Ng, S. T., Wei, R., et al. (2024). Revealing public attitudes toward mobile cabin hospitals during COVID-19 pandemic: Sentiment and topic analyses using social media data in China. Sustainable Cities and Society, 107, 105440.(中科院1区Top,SCI)
16. Li, D., Zhao, Y., Zhou, S., Yu, L., Wang, W., et al. (2024). Spatial spillover effects and correlation network analysis of green construction development efficiency in China. Journal of Cleaner Production, 474, 143627.(中科院1区Top,SCI)
17. Zhou, S., Man, X., Li, D., Ng, S. T., Wei, R., et al. (2024). A multi-objective window placement approach using BIM and surrogate model. Developments in the Built Environment, 20, 100578.(JCR1区,SCI)
18. Wang, W., Li, D., Huang, G., Zhou, S., Zhao, Y., et al. (2024). Barriers to developing a citizen-centric smart city in China: From the perspective of citizens' sense of gain. Journal of Urban Technology, 1–36.(通讯作者,JCR1区,SCI)
19. Zhou, S., Wang, H., Li, D., et al. (2024). Incorporating domain knowledge repository into large language models for question-answering of construction laws and regulations in China. International Conference on Computing in Civil Engineering, American Society of Civil Engineers (ASCE), Pittsburgh, USA.(EI)
20. Zhou, S., et al. (2024). Comparing network indicators for identifying critical facilities among interdependent infrastructures. International Conference on Construction and Real Estate Management, Guangzhou, China.(通讯作者,EI)
21. Li, D., …, Zhou, S., et al. (2024). Analyzing influencing factors for low-carbon development of commercial buildings using DEMATEL-ISM. International Conference on Construction and Real Estate Management, Guangzhou, China.(通讯作者,EI)
22. 李德智, 聂骁, 朱诗尧, 周圣华*. (2023). 县城抗涝韧性的定量评价与时空演化研究——以江苏省为例. 灾害学, 38(4), 99–106.(通讯作者,CSCD/北大核心)
23. Li, D., Zhou, H., Zhou, S., Huang, G., Ma, X., et al. (2023). An eye-tracking-based approach to evaluate the usability of government portal websites in pilot smart cities. Engineering, Construction and Architectural Management.(通讯作者,JCR1区,SSCI/SCI)
24. Li, D., Wang, W., Huang, G., Zhou, S., Zhu, S., et al. (2023). How to enhance citizens' sense of gain in smart cities? A SWOT-AHP-TOWS approach. Social Indicators Research, 165(3), 787–820.(通讯作者,JCR1区,中科院2区Top,SSCI)
25. Zhou, S., Ng, S. T., Huang, G., Dao, J., & Li, D. (2022). Extracting interrelated information from road-related social media data. Advanced Engineering Informatics, 54, 103142.(中科院1区Top,SCI)
26. Zhou, S., Ng, S. T., Yang, Y., & Xu, J. F. (2021). Integrating computer vision and traffic modeling for near-real-time signal timing optimization of multiple intersections. Sustainable Cities and Society, 68, 105440.(中科院1区Top,SCI)
27. Zhou, S., Yang, Y., Ng, S. T., Xu, J. F., & Li, D. (2020). Integrating data-driven and physics-based approaches to characterize failures of interdependent infrastructures. International Journal of Critical Infrastructure Protection, 31, 100391.(JCR1区,SCI)
28. Zhou, S., Ng, S. T., Yang, Y., & Xu, J. F. (2020). Delineating infrastructure failure interdependencies and stakeholders through news mining: The case of Hong Kong's water pipe bursts. Journal of Management in Engineering, 36(5), 04020040.(中科院1区Top,SCI)
29. Zhou, S., Ng, S. T., Lee, S. H., Xu, F. J., & Yang, Y. (2020). A domain knowledge incorporated text mining approach for capturing user needs on BIM applications. Engineering, Construction and Architectural Management, 27(2), 458–482.(JCR1区,SCI/SSCI)
30. Zhou, S., Ng, S. T., Yang, Y., Xu, F. J., & Li, D. (2019). A data-driven and physics-based approach to exploring interdependency of interconnected infrastructure. ASCE International Conference on Computing in Civil Engineering 2019.(EI)
31. 周圣华, 张建坤, 范俭, 李德智. (2018). 基于网络化治理的社区居家养老利益相关者分析. 现代城市研究, (8), 25–32.(北大核心/CSSCI-E)
32. Zhou, S., Ng, S. T., Li, D., Zhang, J., Fan, J., et al. (2019). Characterizing stakeholders of aging-in-place through social network analysis: A study of Nanjing, China. Sustainability, 11(23), 6722.(SCI/SSCI)
33. 周圣华. (2021). Integrating data-driven and physics-based approaches to identify, characterize, and respond to interdependent infrastructure failures. 香港大学博士论文.