Publications

You can also find my articles on my Google Scholar profile.

(* indicates equal contribution.)

• Fengli Xu, Qi Wang, Esteban Moro, Lin Chen, Arianna Salazar Miranda, Marta C. Gonzalez, Michele Tizzoni, Chaoming Song, Carlo Ratti, Luis Bettencourt, Yong Li, and James Evans. Using human mobility data to quantify experienced urban inequalities. Nature Human Behaviour 2025: 1-11. [Paper][中文介绍]
• Lin Chen, Fengli Xu, Nian Li, Zhenyu Han, Meng Wang, Yong Li, and Pan Hui. Large Language Model-driven Meta-structure Discovery in Heterogeneous Information Network. Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD), pp. 307-318. (2024) [Paper][中文介绍]
• Lin Chen, Yong Li, and Pan Hui. VulnerabilityMap: An Open Framework for Mapping Vulnerability among Urban Disadvantaged Populations in the United States. Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI) AI for Good. Pages 7206-7214. (2024) [Paper][中文介绍]
• Yunke Zhang, Fengli Xu, Lin Chen, Yuan Yuan, James Evans, Luis Bettencourt, and Yong Li. Counterfactual mobility network embedding reveals prevalent accessibility gaps in U.S. cities. Humanities and Social Sciences Communications, 11, 87. (2024) [Paper]
• Zhenyu Han, Lin Chen, Qianyue Hao, Qiwei He, Katherine Budeski, Depeng Jin, Fengli Xu, Kun Tang, and Yong Li. How enlightened self-interest guided global vaccine sharing benefits all: a modeling study. Journal of Global Health, 13. (2023) [Paper]
• Lin Chen, Qianyue Hao, Fengli Xu, Yong Li, and Pan Hui. Getting Back on Track: Understanding COVID-19 Impact on Urban Mobility and Segregation with Location Service Data. Proceedings of the International AAAI Conference on Web and Social Media (ICWSM), vol. 17, pp. 126-136. (2023) [Paper]
• Lin Chen*, Fengli Xu*, Zhenyu Han, Kun Tang, Pan Hui, James Evans, Yong Li. Strategic COVID-19 vaccine distribution can simultaneously elevate social utility and equity. Nature Human Behaviour, Volume 6, Issue 11, pp 1503–1514. (2022) [Paper]
• Qianyue Hao, Fengli Xu, Lin Chen, Pan Hui, and Yong Li. Hierarchical Multi-agent Model for Reinforced Medical Resource Allocation with Imperfect Information. ACM Transactions on Intelligent Systems and Technology (TIST), Volume 14, Issue 1, pp 1–27. (2022) [Paper]
• Qianyue Hao, Fengli Xu, Lin Chen, Pan Hui, Yong Li. Hierarchical Reinforcement Learning for Scarce Medical Resource Allocation with Imperfect Information. Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (SIGKDD), pp. 2955-2963. (2021) [Paper]
• Qianyue Hao*, Lin Chen*, Fengli Xu, Yong Li. Understanding the Urban Pandemic Spreading of COVID-19 with Real World Mobility Data. Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (SIGKDD), pp. 3485-3492. (2020) [Paper]