Journal Papers

Li, Y., Yabuki, N., & Fukuda, T. (2023). Integrating GIS, deep learning, and environmental sensors for multicriteria evaluation of urban street walkability. *Landscape and Urban Planning*, 230, 104603.

Li, Y., Yabuki, N., & Fukuda, T. (2022). Measuring visual walkability perception using panoramic street view images, virtual reality, and deep learning. *Sustainable Cities and Society*, 86, 104140.

Li, Y., Yabuki, N., & Fukuda, T. (2022). Exploring the association between street built environment and street vitality using deep learning methods. *Sustainable Cities and Society*, 79, 103656.

Li, Y., Zhang, J., & Xie, Y. (2024). A Study on Visual Perception Experience of Campus Pedestrian Spaces Using Grad-CAM. *New Architecture*, 2024(6), 18–23.

Zhang, J., Xiang, R., Kuang, Z., Wang, B., & Li, Y.* (2024). ArchGPT: harnessing large language models for supporting renovation and conservation of traditional architectural heritage. *npj Heritage Science*, 12(1), 1–14.

Zhang, J., Li, Y.*, Fukuda, T., & Wang, B. (2025). Urban safety perception assessments via integrating multimodal large language models with street view images. *Cities*, 165, 106122.

Huang, D., Gong, W., Wang, X., Liu, S., Zhang, J., & Li, Y. (2025). A Cognition–Affect–Behavior Framework for Assessing Street Space Quality in Historic Cultural Districts and Its Impact on Tourist Experience. *Buildings*, 15(15), 2739. https://doi.org/10.3390/buildings15152739

Kuang, Z., Zhang, J.*, Li, Y., & Fukuda, T. (2025). Preserving architectural heritage in urban renewal: a stable diffusion model framework for automated historical facade generation. *npj Heritage Science*, 13(1), 1–19.

Li, M., Zhu, Z., Deng, J., Zhang, J., & Li, Y. (2025). Geospatial Explainable AI Uncovers Eco-Environmental Effects and Its Driving Mechanisms—Evidence from the Poyang Lake Region, China. *Land*, 14(7), 1361.

Zhang, J., Hu, J., Zhang, X., Li, Y., & Huang, J. (2023). Towards a Fairer Green City: Measuring unfairness in daily accessible greenery in Chengdu’s central city. *Journal of Asian Architecture and Building Engineering*, 1–20.

Zhang, J., Yu, Z., Li, Y., & Wang, X. (2023). Uncovering Bias in Objective Mapping and Subjective Perception of Urban Building Functionality: A Machine Learning Approach to Urban Spatial Perception. *Land*, 12(7), 1322.

Hu, J., Zhang, J., & Li, Y. (2022). Exploring the spatial and temporal driving mechanisms of landscape patterns on habitat quality in a city undergoing rapid urbanization based on GTWR and MGWR: The case of Nanjing, China. *Ecological Indicators*, 143, 109333.

Xie, Y., Zhang, J., Li, Y., Zhu, Z., Deng, J., & Li, Z. (2024). Integrating multi-source urban data with interpretable machine learning for uncovering the multidimensional drivers of urban vitality. *Land*, 13(12), 2028.

Ma, K., Wang, B., Li, Y., & Zhang, J. (2022). Image retrieval for local architectural heritage recommendation based on deep hashing. *Buildings*, 12(6), 809.

Wang, B., Zhang, J.*, Zhang, R., Li, Y., Li, L., & Nakashima, Y. (2024). Improving facade parsing with vision transformers and line integration. *Advanced Engineering Informatics*, 60, 102463.

Tang, Y., Zhang, J., Liu, R.*, & Li, Y. (2022). Exploring the Impact of Built Environment Attributes on Social Followings Using Social Media Data and Deep Learning. *ISPRS International Journal of Geo-Information*, 11(6), 325.

Wan, R., Zhang, J.*, Huang, Y., Li, Y., Hu, B., & Wang, B. (2024). Leveraging Diffusion Modeling for Remote Sensing Change Detection in Built-Up Urban Areas. *IEEE Access*.

Xu, S., Zhang, J.*, & Li, Y. (2024). Knowledge-Driven and Diffusion Model-Based Method for Generating Historical Building Facades: A Case Study of Traditional Minnan Residences in China. *Information*, 15(6), 344.

Zheng, S., Zhang, J.*, Zu, R., & Li, Y. (2024). Visual Perception Differences and Spatiotemporal Analysis in Commercialized Historic Streets Based on Mobile Eye Tracking: A Case Study in Nanchang Wanshou Palace, China. *Buildings*, 14, 1899.

Zhang, J., Huang, Y., Li, Z., Li, Y., Yu, Z., & Li, M.* (2024). Development of a Method for Commercial Style Transfer of Historical Architectural Facades Based on Stable Diffusion Models. *Journal of Imaging*, 10(7), 165.

Ma, Q., Zhang, J.*, & Li, Y. (2024). Advanced Integration of Urban Street Greenery and Pedestrian Flow: A Multidimensional Analysis in Chengdu’s Central Urban District. *ISPRS International Journal of Geo-Information*, 13(7), 254.

Zheng, S., Zhang, J.*, Zu, R., & Li, Y. (2024). Vision transformer-enhanced thermal anomaly detection in building facades through fusion of thermal and visible imagery. *Journal of Asian Architecture and Building Engineering*, 1–15.

Liang, H., Zhang, J., Li, Y., Wang, B., & Huang, J. (2024). Automatic Estimation for Visual Quality Changes of Street Space Via Street-View Images and Multimodal Large Language Models. *IEEE Access*.