Spatial planning of urban communities via deep reinforcement learning. - Yu Zheng 010; Yuming Lin 003; Liang Zhao; Tinghai Wu; Depeng Jin; Yong Li 008 (Nat. Comput. Sci., 2023)

UV-SAM: Adapting Segment Anything Model for Urban Village Identification. - Xin Zhang 106; Yu Liu 016; Yuming Lin 003; Qingmin Liao; Yong Li 008 (AAAI, 2024)

Quantifying the Similarity of Urban Forms through the Building Morphology Complexity Index. - Xiaochen Fan; Rui Chen; Yuming Lin 003 (BuildSys, 2024)

M3 LUC: Multi-modal Model for Urban Land-Use Classification. - Sibo Li; Xin Zhang 106; Yuming Lin 003; Yong Li 008 (SIGSPATIAL/GIS, 2024)

Long-term Detection and Monitory of Chinese Urban Village Using Satellite Imagery. - Yuming Lin 003; Xin Zhang 106; Yu Liu 016; Zhenyu Han; Qingmin Liao; Yong Li 008 (IJCAI, 2024)

UV-SAM: Adapting Segment Anything Model for Urban Village Identification. - Xin Zhang 106; Yu Liu 016; Yuming Lin 003; Qingming Liao; Yong Li 008 (CoRR, 2024)

Large language model empowered participatory urban planning. - Zhilun Zhou; Yuming Lin 003; Yong Li 008 (CoRR, 2024)

Large Language Model for Participatory Urban Planning. - Zhilun Zhou; Yuming Lin 003; Depeng Jin; Yong Li 008 (CoRR, 2024)

CityGPT: Empowering Urban Spatial Cognition of Large Language Models. - Jie Feng 002; Yuwei Du; Tianhui Liu; Siqi Guo; Yuming Lin 003; Yong Li 008 (CoRR, 2024)

Scaling law of real traffic jams under varying travel demand. - Rui Chen; Yuming Lin 003; Huan Yan; Jiazhen Liu; Yu Liu 016; Yong Li 008 (EPJ Data Sci., 2024)

A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science. - Jie Feng 002; Jinwei Zeng; Qingyue Long; Hongyi Chen; Jie Zhao; Yanxin Xi; Zhilun Zhou; Yuan Yuan 032; Shengyuan Wang; Qingbin Zeng; Songwei Li; Yunke Zhang; et al. (CoRR, 2025)

UrbanPlanBench: A Comprehensive Urban Planning Benchmark for Evaluating Large Language Models. - Yu Zheng 010; Longyi Liu; Yuming Lin 003; Jie Feng 002; Guozhen Zhang; Depeng Jin; Yong Li 008 (CoRR, 2025)

OpenCarbon: A Contrastive Learning-based Cross-Modality Neural Approach for High-Resolution Carbon Emission Prediction Using Open Data. - Jinwei Zeng; Yu Liu 016; Guozhen Zhang; Jingtao Ding; Yuming Lin 003; Jian Yuan; Yong Li 008 (CoRR, 2025)

A Survey of Physics-Informed AI for Complex Urban Systems. - En Xu; Huandong Wang; Yunke Zhang; Sibo Li; Yinzhou Tang; Zhilun Zhou; Yuming Lin 003; Yuan Yuan 032; Xiaochen Fan; Jingtao Ding; Yong Li 008 (CoRR, 2025)