职称
助理教授
研究和教学方向
城市复杂系统、城市模拟与决策、生成式人工智能
教育经历
2019.10 – 2022.09 日本金泽大学环境设计学专攻 博士
2016.09 – 2019.07 清华大学建筑系 工学硕士
2012.09 – 2016.07 清华大学建筑系 建筑学学士
专业履历
2025.03至今 清华大学城市规划系 助理教授
2023.01 – 2025.01 清华大学电子工程系 博士后
基金项目
[1]. 国家重点研发计划“社会治理与智慧社会科技支撑（平安中国）”重点专项，城市生命体全周期治理关键技术研究，2025-2028，参与
[2]. 教育部重点领域教学资源建设项目，人工智能赋能城市更新治理教学新模式，2024-2026，参与
[3]. 国家自然科学基金青年基金项目，城市流动性网络中的动力学模型与韧性理论研究，2024-2024，主持
[4]. 国家重点研发计划“国家质量基础设施体系”重点专项，基于人工智能识别的隐蔽管线反演定位技术研究，2022-2026，参与
[5]. 国家自然科学基金面上项目，基于大数据分析的建筑室内外公共空间环境行为模式研究，2016-2019，参与
[6]. 教育部博士后海外引才专项，2023
[7]. 清华大学“水木学者”海外专项，2023
获奖荣誉
[1]. 自然资源科学技术奖 科技进步奖二等奖“城市化地区国土空间数智化规划与治理关键技术”（排名3），2024
[2]. 中国城市规划学会科学技术奖 科技进步奖一等奖 “基于权益协同的城乡土地利用与空间优化关键技术”（排名9），2024
[3]. 中国房地产业协会科学技术奖 一等奖 “基于人工智能的住宅与商业建筑空间效率及绿色性能提升关键技术（排名5），2022
[4]. 华夏建设科学技术奖 一等奖 “编织式复杂拓扑空间网壳设计与建造关键技术与应用”（排名15），2019
期刊文章
请访问谷歌学术以获取最新信息https://scholar.google.com/citations?user=AFQ0ii0AAAAJ&hl=zh-CN
代表性论文
[1]. Yu Zheng, Fengli Xu, Yuming Lin*, Paolo Santi, Carlo Ratti, Qi R. Wang and Yong Li*. 2025. "Urban planning in the era of large language models." Nature Computational Science, 5: 727-36. (Nature 子刊, IF= 18.3)
[2]. Zheng Yu, Yuming Lin, Liang Zhao, Tinghai Wu, Depeng Jin, and Yong Li*. 2023. "Spatial planning of urban communities via deep reinforcement learning." Nature Computer Science 3 (9): 748-762. (Nature 子刊, IF= 18.3)
[3]. Yudi Zhang, Yuming Lin, Li Tian* and Xin Yang. 2025. "Leveraging LLM-based multi-agent simulations to boost participatory design education: An experimental exploration in residential area design." Sustainable Cities and Society 131 (1): 106761. (SCI, IF=12.0).
[4]. Yunke Zhang+, Yuming Lin+, Guanjie Zheng+, Yu Liu, Fengli Xu, Yongjun Xu, Feng Lu, Qi Wang, Yuan Lai, Li Tian, Nan Li, Dongping Fang, Fei Wang, Tao Zhou, Yong Li*, Yu Zheng, Zhiqiang Wu, John E. Taylor, Huadong Guo. 2024. "MetaCity: Data-driven sustainable development of complex cities." The Innovation, 6: 100775. (SCI, IF=19.2)
期刊论文
[1]. Chen, Rui, Jiazhen Liu, Yong Li, and Yuming Lin*. 2025. "Unveiling Multistability in Urban Traffic Through Percolation Theory and Network Analysis." Entropy, 27: 668. (SCI, IF=2.0)
[2]. Rui Chen, Yuming Lin*, Huan Yan, Jiazhen Liu, Yu Liu, and Yong Li. 2024. "Scaling law of real traffic jams under varying travel demand." EPJ Data Science,13: 30. (SCI, IF=4.4)
[3]. Xiaofeng Meng, Yong Li, Ke Liu, Yu Liu, Bin Yang, Xuan Song, Guoqiong Liao, Senzhang Wang, Ziqiang Yu, Longbiao Chen, Xiao Pan, and Yuming Lin*. 2023. "Spatial data intelligence and city metaverse: A review." Fundamental Research. 5 (3): 1169-1193. (SCI, IF=6.2)
[4]. Yuming Lin, and Zhenjiang Shen*. 2023. "Evaluation on urban health efficiency of Japanese cities using network data envelopment analysis." Journal of Urban Planning and Development, 149: 04023011. (SCI, IF=2.5)
[5]. Yuming Lin, and Zhenjiang Shen*. 2022. "An innovative index for evaluating urban vulnerability on pandemic using LambdaMART algorithm." Sustainability 14 (9): 5053. (SCI, IF=3.9)
[6]. Yajing Zhang, Zhenjiang Shen, Bin Cui, and Yuming Lin. 2020. "Construction of Urban Planning Supporting System Using Genetic Algorithm Responding to Urban Decentralization: Case of Kanazawa City", Journal of Urban Planning and Development, 146: 04020044. (SCI, IF=2.5)
[7]. Weixin Huang, Yuming Lin, Borong Lin, and Liang Zhao. 2019. "Modeling and predicting the occupancy in a China hub airport terminal using Wi-Fi data." Energy and Buildings 203: 109439-109458. (SCI, IF=6.7)
[8]. Yuming Lin, and Weixin Huang*. 2018. "A new perspective of environmental behaviour study: a brief introduction of Wi-Fi indoor positioning system." International Journal of Sustainable Society 10 (4). (EI)
[9]. 田莉, 杨鑫, 张雨迪, and 林雨铭. 2024. '“专业知识+人工智能”双驱动的城乡规划设计教育创新探索：以住区规划为例', 城市规划学刊: 71-78.
[10]. 林雨铭, and 黄蔚欣*. 2021. "基于Wi-Fi定位技术的航站楼旅客时空行为特征分析." 新建筑 2021 (2): 24-30.
[11]. 黄蔚欣, and 林雨铭. 2018. "数字建筑研究的热点与趋势——CAADRIA2018论文关键词网络分析." 建筑技艺 (08): 16-21.
会议论文
[1]. Su, Hongyuan+, Yu Zheng+, Yuan Yuan, Yuming Lin, Depeng Jin, and Yong Li*. 2025. "Reinforcement Learning with Adaptive Reward Modeling for Expensive-to-Evaluate Systems." ICML 2025, Vancouver, Canada,13-19 July. (CCF-A)
[2]. Yuming Lin+, Xin Zhang+, Yu Liu, Zhenyu Han, Qingmin Liao, and Yong Li*. 2024. "Long-term Detection and Monitory of Chinese Urban Village Using Satellite Imagery." IJCAI 2024, Jeju Island, South Korea, 3-9 August. (CCF-A)
[3]. Li, Sibo, Xin Zhang, Yuming Lin*, and Yong Li*. 2024. "M3 LUC: Multi-modal Model for Urban Land-Use Classification." In Proceedings of SIGSPATIA’24, 270-81. Atlanta, GA, USA: Association for Computing Machinery.
[4]. Fan, Xiaochen, Rui Chen, and Yuming Lin. 2024. "Quantifying the Similarity of Urban Forms through the Building Morphology Complexity Index." In BuildSys’24, 204–08. Hangzhou, China: Association for Computing Machinery.
[5]. Xin Zhang, Yu Liu*, Yuming Lin, Qingmin Liao, and Yong Li. 2023. "UV-SAM: Adapting Segment Anything Model for Urban Village Identification." AAAI 2024, Vancouver, Canada, 20-27 February. (CCF-A)
[6]. Zhang, Yajing, Zhenjiang Shen, and Yuming Lin. 2021. "The Construction of Water-Sensitive Urban Design in the Context of Japan", IOP Conference Series: Earth and Environmental Science, 691: 012015.
[7]. Weixin Huang, and Lin Yuming. 2018. "Research on Environmental Behavior in Yanjing Lane Co-working Space." EBRA 2018, Wuhan, China, 3-4 November.
[8]. Yuming Lin, and Weixin Huang*. 2018. "Social Behavior Analysis in Innovation Incubator Based on Wi-Fi Data - A Case Study on Yan Jing Lane Community." CAADRIA 2018, Beijing, China, 17-19 May.
[9]. Yuming Lin, and Huang Weixin*. 2017. "Behavior Analysis and Individual Labeling Using Data from Wi-Fi IPS." ACADIA 2017, Cambridge, MA, 2-4 November.
[10]. Weixin Huang, Yuming Lin, and Mingbo Wu. 2017. "Spatial-Temporal Behavior Analysis Using Big Data Acquired by Wi-Fi Indoor Positioning System." CAADRIA 2017, Suzhou, China, 5-8 April.
[11]. 林雨铭, and 黄蔚欣. 2017. "基于Wi-Fi定位数据的人群特征探究." 全国建筑院系建筑数字技术教学研讨会暨DADA2017数字建筑国际学术研讨会, 445-54. 中国江苏南京.
