Ruiqi LI
李睿琪
Associate Professor, Ph.D.
Director, UrbanNet Lab
College of Information Science and Technology,
Beijing University of Chemical Technology
Beijing 100029, China
E-mail: lir@buct.edu.cn
Twitter: @RuiqiLii
Address: 15 Third North Ring Road,
Chaoyang District, Beijing 100029, China
Education
2017.01-2017.12 Boston University Visiting Scholar in Center for Polymer Studies
2015.12-2017.01 Massachusetts Institute of Technology Visiting PhD in Civil & Environmental Engineering
2013.09-2018.06 Beijing Normal University Ph.D. Candidate in Systems Science
2009.09-2013.06 University of Electronic Science and Technology of China Bachelor Degree in Software Engineering
Publications
Selected Publications
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Dingyi Shi#, Fan Shang#, Bingsheng Chen*, Paul Expert, Linyuan Lv*, H. Eugene Stanley, Renaud Lambiotte*, Tim Evans, Ruiqi Li*. Local dominance unveils clusters in networks. Communications Physics (Top), 2024, 7:170. (Code of LS algorithm at https://github. com/UrbanNet-Lab/LS_for_CommunityDetection_and_Clustering)
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Ruiqi Li, Lei Dong, Jiang Zhang*, Xinran Wang, Wenxu Wang*, Zengru Di, H. Eugene Stanley*. Simple spatial scaling rules behind complex cities. Nature Communications (Top, IF 13.691), 2017, 8: 1841.
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Ruiqi Li*, Ankang Luo, Fan Shang, Linyuan Lv*, Jingfang Fan*, Gang Lu, Liming Pan, Lixin Tian, H. Eugene Stanley*. Emergence of Scaling in Dockless Bike-sharing Systems. 2022, arXiv:2202.06352.
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Chenxin Liu, Yu Yang, Bingsheng Chen*, Tianyu Cui, Fan Shang, Jingfang Fan*. Revealing spatio-temporal interaction patterns behind complex cities. Chaos (Top), 2022, 32: 081105.
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Ruiqi Li*, Shuai Gao, Ankang Luo, Qing Yao*, Bingsheng Chen, Fan Shang, Rui Jiang, H. Eugene Stanley*. Gravity model in dockless bike-sharing systems within cities. Physical Review E (SCI), 2021, 103: 012312.
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Ruiqi Li, Peter Richmond, Bertrand M. Roehner*. Effect of population density on epidemics. Physica A (SCI), 2018, 510: 713-724.
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Ruiqi Li*, Jing Liang, Cheng Cheng*, Xiaoyan Zhang, Longfeng Zhao, Chen Zhao, H. Eugene Stanley*. Evolution of k-shell in syndication networks reveals financial performance of venture capital institutions. Social Networks (Top), 2024, 76: 191-202.
By Topics:
Urban Modelling and Urban Computation
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Ruiqi Li, Lei Dong, Jiang Zhang*, Xinran Wang, Wenxu Wang*, Zengru Di, H. Eugene Stanley*. Simple spatial scaling rules behind complex cities. Nature Communications (Top, IF 13.691), 2017, 8: 1841.
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Ruiqi Li*, Ankang Luo, Fan Shang, Linyuan Lv*, Jingfang Fan*, Gang Lu, Liming Pan, Lixin Tian, H. Eugene Stanley*. Emergence of Scaling in Dockless Bike-sharing Systems. 2022, arXiv:2202.06352.
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Chenxin Liu, Yu Yang, Bingsheng Chen*, Tianyu Cui, Fan Shang, Ruiqi Li*. Revealing spatio-temporal interaction patterns behind complex cities. Chaos (SCI, Top), 2022, 32: 081105.
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Lei Dong, Ruiqi Li*, Jiang Zhang*, Zengru Di. Population-weighted efficiency in transportation networks. Scientific Reports (SCI), 2016, 6: 26377.
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Ruiqi Li*, Shuai Gao, Ankang Luo, Qing Yao*, Bingsheng Chen, Fan Shang, Rui Jiang, H. Eugene Stanley*. Gravity model in dockless bike-sharing systems within cities. Physical Review E (SCI), 2021, 103: 012312.
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Ruiqi Li, Lingyun Lu, Weiwei Gu*, Shaodong Ma, Gang Xu*, H. Eugene Stanley*. Assessing the attraction of cities on venture capital from a scaling law perspective. IEEE Access (SCI), 2021, 9: 48052-48063.
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Yu Yang, Tianli Gao, Zikun Xu*, Yongping Zhang*, Chenxin Liu, Fan Shang, Ruiqi Li*. Q, International Journal of Modern Physics C (SCI), 2024, https://doi.org/10.1142/S0129183124501080
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Ruiqi Li, Jiang Zhang. Active Population and Spatial Scaling Laws in Cities. Chapter 27 in Urban Scaling--Allometry in Urban Studies and Spatial Science, Routledge, 2024.
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Chen Wang, Lu Wang, Yanbo Xue, Ruiqi Li*. Revealing spatial spillover effect in high-tech industry agglomeration from a high-skilled labor flow network perspective. Journal of Systems Science and Complexity (SCI), 2022, 35: 839-859.
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Zengru Di, Ruiqi Li. Mining universal laws behind complex systems. Advances on Systems Science (Volume 2) (Edited by Lei Guo), China Science Publishing, 2019, Chapter 3: 26-40. [in Chinese] [狄增如, 李睿琪. 挖掘复杂系统的普适规律. 系统科学进展第2卷 (郭雷 主编), 科学出版社, 2019, 26-40.]
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Yanyan Xu, Shan Jiang, Ruiqi Li, Jiang Zhang, Jinhua Zhao, Sofiane Abbark, Marta C. Gonzalez*. Unraveling Environmental Justice in Ambient PM2.5 Exposure in Beijing: A Big Data Approach. Computers, Environment and Urban Systems (SSCI), 2019, 75: 12-21
Epidemic Spreading dynamics
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Ruiqi Li, Ming Tang*, Hui Pak-Ming. Epidemic spreading on multi-relational networks. Acta Physica Sinica (SCI), 2013, 62(16): 168903. [in Chinese] [李睿琪, 唐明*, 许伯铭. 多关系网络上的流行病传播动力学研究. 物理学报 (SCI), 2013, 62(16): 168903.]
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Ruiqi Li, Peter Richmond, Bertrand M. Roehner*. Effect of population density on epidemics. Physica A-Statistical Mechanics and its Applications (SCI), 2018, 510: 713-724
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Ruiqi Li*, Wenxu Wang, Zengru Di*. Effects of human dynamics on epidemic spreading in Cote d'Ivoire. Physica A-Statistical Mechanics and its Applications (SCI), 2017, 467: 30-40
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Ruiqi Li, Wei Wang, Hui Yang, Panpan Shu, Liming Pan, Aixiang Cui, Ming Tang*. Review of Analytical Methods about Threshold in Epidemic Spreading in Complex Networks. Complex Systems and Complex Science (EI & CSCD), 2016, 13(1): 1-39. [in Chinese] [李睿琪, 王伟, 杨慧, 舒盼盼, 潘黎明, 崔爱香, 唐明*. 复杂网络上流行病传播动力学的爆发阈值解析综述. 复杂系统与复杂性科学 (EI & CSCD), 2016, 13(1): 1-39.]
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Lei Gao, Ruiqi Li, Wei Wang*, Panpan Shu, Hui Gao*, Shimin Cai. Effects of individual popularity on information spreading on complex networks. Physica A-Statistical Mechanics and its Applications (SCI), 2018, 489: 32-39
Complex Networks
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Dingyi Shi#, Fan Shang#, Bingsheng Chen*, Paul Expert, Linyuan Lv*, H. Eugene Stanley, Renaud Lambiotte*, Tim Evans, Ruiqi Li*. Local dominance unveils clusters in networks. Communications Physics (Top), 2024, 7:170. (Code of LS algorithm at https://github. com/UrbanNet-Lab/LS_for_CommunityDetection_and_Clustering)
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Ruiqi Li*, Jing Liang, Cheng Cheng*, Xiaoyan Zhang, Longfeng Zhao, Chen Zhao, H. Eugene Stanley*. The evolution of k-shell in syndication networks reveals financial performance of venture capital institutions. Social Networks (Top), 2024, 76: 191-202.
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Qing Yao, Shaodong Ma, Jing Liang, Kim Christensen, Wanru Jing, Ruiqi Li*. Syndication network associates with specialisation and performance of venture capital firms. Journal of Physics: Complexity (SCI), 2023, 4(2): 025016.
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Weiwei Gu, Ao Yang*, Lingyun Lu, Ruiqi Li*. Unveiling latent structure of venture capital syndication networks. Entropy (SCI), 2022, 24(10): 1506.
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Guangren Cai, Gang Lu, Junxia Guo, Cheng Ling, Ruiqi Li*. Fast Representative Sampling in Large-Scale Online Social Networks. IEEE Access (SCI, IF 4.098), 2020, 8: 77106-77120.
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Weiwei Gu, Fei Gao, Ruiqi Li*, Jiang Zhang*. Learning universal network representation via Link prediction by graph convolutional neural networks. Journal of Social Computing (EI), 2021, 2(1): 43–51.
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Hongmei Lei, Ying Chen, Ruiqi Li, Deli He, Jiang Zhang. Maximum Entropy for the International Division of Labor. PLoS One (SCI), 2015, 10(7), e0129955.
Book
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Ananyo Bhattacharya [著], 岱冈 [译], 李睿琪 [审校]. 来自未来的人:约翰·冯·诺依曼传, 中信出版社, 北京, 2023, ISBN 9787521752595
AI for Science
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Dingyi Shi#, Fengyi Zhou#, Wenbo Mu, Cheng Ling*, Tiancheng Mu, Gangqiang Yu*, Ruiqi Li*. Deep insights into the viscosity of Deep Eutectic Solvents by XGBoost-based model plus SHapley Additive explanation. Physical Chemistry Chemical Physics (Top), 2022, 24 (42), 26029-26036.
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Fengyi Zhou#, Dingyi Shi#, Wenbo Mu, Shao Wang, Zeyu Wang, Chenyang Wei, Ruiqi Li*, Tiancheng Mu*. CGAN accelerates deep eutectic solvents discovery for recycling Lithium-ion battery cathodes. Green Chemistry (Top, IF 11.03),
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Chenyang Wei, Dingyi Shi, Zhaohui Yang, Zhimin Xue*, Shuzi Liu, Ruiqi Li*, Tiancheng Mu*. Data-driven design of double-atom catalysts with high H2 evolution activity/CO2 reduction selectivity based on simple features. Journal of Materials Chemistry A (Top, IF 11.9), 2023, 11: 18168.
Other Topics
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Xinmiao Sun, Ruiqi Li*, Zhen Yuan. Anomaly Detection in Discrete Manufacturing Systems by Pattern Relation Table Approaches. Sensors (SCI), 2020, 20: 5766.
- Gang Lu, Jingyang Gao, Ruiqi Li. iSchood: a Tool Software for Identifying Suspicious Copied Homework Documents with Definitive Contents. Proceedings of 15th International Conference on Computer Science & Education (ICCSE) (EI), 2020, IEEE, pp. 511-516.
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Fei Zhao, Tao Zhou, Liang Zhang, Minghui Ma, Jinhu Liu, Fei Yu, Yilong Zha, Ruiqi Li. Research Progress on Wikipedia. Journal of UESTC (EI), 2010, 39(3).
Talks
Invited Talks
NetSci 2023 (Vienna, Austria, 2023) [Plenary Session – Lightning Talk] Local dominance unveils clusters in
Networks Video link: https://youtu.be/E8lwBeaIwmw
Climate Change Challenge* 2022 (Beijing, China, 2022) [Keynote] Emergence of Scaling in Dockless Bike-Sharing Systems
*Climate Change Challenge International Transport Webinars, Resilience of Urban Transportation Systems – Strength in Diversification
CICTP2020-21* (Xi’an, China, 2021) [Keynote] Universal laws in dockless bike-sharing systems
*The 20th-21st joint COTA International Conference of Transportation Professionals (CICTP); Chinese Overseas Transportation Association
Centre for Complexity Science, (London, UK, 2021) Hidden directionality unifies Cluster analysis and Community detection
Imperial College
6th Annual meeting on Complexity (Xining, China, 2020) The Emergence of Scaling in Dockless Bike-Sharing Systems from the
Science of China interplay between travelers and transport conveyances
Beijing Computational Research (Beijing, China, 2019) Urban Spatial Scaling: from active population to folding cities
Science Center (Workshop: Advances on complex systems and social computing)
Mansueto Institute Workshop on (Hong Kong, China, 2019) Fusing urban computation and modeling: From human interactions to
Cities and Urbanization in China transportation efficiency and urban evolution
4th Annual meeting of Complexity (Dalian, China, 2018) [Plenary] Simple Spatial Scaling Rules behind Complex Cities
Science of China
Tencent Institute & Swarma Club (Beijing, China, 2018) Growth and Design – Urban studies from a systems science perspective
Video link: https://campus.swarma.org/gpac=395 [in Chinese][生长与设计 – 复杂性视角下的智慧城市]
Wuhan University (Wuhan, China, 2018) Simple Spatial Scaling Rules behind Complex Cities
Grants
National Natural Science Foundation of China Project, “Research on the spatial analysis and epidemic spreading dynamics of complex urban systems based on network embedding algorithms”, 2024.01.01-2027.12.31, Grant Number: 72371014 (PI)
National Natural Science Foundation of China Project, “The research on the impacts of the coherent evolution of multi-city systems on scaling heterogeneity”, 2020.01.01-2022.12.31, Grant Number: 61903020 (PI)
BUCT Talent Start-up Project, "Research on growth and co-evolution of multi-city systems", Grant No.: BUCTRC201825 (PI)
STL Faculty Seed Fund, “Mining Big Data to Link Affordable Housing Policy with Traffic Congestion Mitigation in Beijing, China”, $150,000, 2015.09-2017.09 (https://stl.mit.edu/project/mining-big-data-link-affordable-housing-policy-traffic-congestion-mitigation-beijing-china)
National Natural Science Foundation of China Project, “Influence of the world's population migration in an open environment on China”, Grant Number: 71701018
National Natural Science Foundation of China Project, “Analysis of Collective Attention Flow on Web”, Grant Number: 61673070
Professional Activities
Associate Editor:
Humanities & Social Sciences Communications (SSCI & AHCI Journal)
Scientific Reports (SCI)
Journal of Physics: Complexity (Guest Editor) (SCI)
Frontiers in Physics [Social Physics - Review Editor] (SCI)
PC Member: CCS (Conference on Complex Systems), Singapore, Sep. 30th - Oct. 4th, 2019
CNA 2023: The12th International Conf. on Complex Networks & its Applications, Menton Riviera, France, Nov. 28-30, 2023
CNA 2024: The13th International Conf. on Complex Networks & its Applications, Istanbul, Turkey, Dec. 10th-12th, 2024
BDSC (Big Data and Social Compurting) 2022-2024
Reviewer: Nature Human Behaviour (SCI Top Journal)
PNAS Nexus
TheWebConf 2020 (former WWW, CCF A/Top Conference), Taiwan, China, Apr. 20th – 24th, 2020
IEEE VIS 2020 (CCF A/Top Conference), Salt Lake City, Utah, USA, Oct. 25-30th, 2020
Expert Systems With Applications (SCI Journal)
Technological Forecasting and Social Change (SSCI Journal)
Scientific Reports (SCI Journal)
Habitat International (SSCI Journal)
Cities (SSCI Journal)
Journal of Statistical Mechanics: Theory and Experiment (SCI Journal)
Physica A (SCI Journal)
(see also at https://publons.com/researcher/3189204/ruiqi-li/)