Xu, Fengli

Large language models empowered agent-based modeling and simulation: a survey and perspectives

Gao, C., Lan, X., Li, N., Yuan, Y., Ding, J., Zhou, Z., Xu, F., & Li, Y. (2024) · Humanities and Social Sciences Communications

Multi-Agent Systems and NegotiationSimulation Techniques and Applications

Cited by 294

Understanding World or Predicting Future? A Comprehensive Survey of World Models

Ding, J., Zhang, Y., Shang, Y., Zhang, Y., Zong, Z., Feng, J., Yuan, Y., Su, H., Li, N., Sukiennik, N., et al. (2026) · ACM Computing Surveys

Reinforcement Learning in RoboticsAI-based Problem Solving and Planning

Cited by 169

Artificial intelligence tools expand scientists' impact but contract science's focus

Hao, Q., Xu, F., Li, Y., & Evans, J. (2026) · Nature

scientometrics and bibliometrics researchAcademic Publishing and Open Access

Cited by 117

Quantifying the Causal Effect of Individual Mobility on Health Status in Urban Space

Zhang, Y., Xu, F., Xia, T., & Li, Y. (2021) · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Human Mobility and Location-Based AnalysisUrban Transport and Accessibility

Cited by 68

AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society

Piao, J., Yan, Y., Zhang, J., Li, N., Yan, J., Lan, X., Lu, Z., Zheng, Z., Wang, J. Y., Zhou, D., et al. (2025) · iFuture

Multi-Agent Systems and NegotiationSimulation Techniques and Applications

Cited by 43

AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society

Piao, J., Yan, Y., Zhang, J., Li, N., Yan, J., Lan, X., Lu, Z., Zheng, Z., Wang, J. Y., Zhou, D., et al. (2025) · arXiv

Multi-Agent Systems and NegotiationSimulation Techniques and Applications

Cited by 43

Healthwalks: sensing fine-grained individual health condition via mobility data

Lin, Z., Lyu, S., Cao, H., Xu, F., Wei, Y., Samet, H., & Li, Y. (2020) · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Human Mobility and Location-Based AnalysisContext-Aware Activity Recognition Systems

Cited by 18

Passive Health Monitoring Using Large Scale Mobility Data

Zhang, Y., Xu, F., Li, T., Kostakos, V., Hui, P., & Li, Y. (2021) · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Human Mobility and Location-Based AnalysisContext-Aware Activity Recognition Systems

Cited by 10

HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction

Hao, Q., Fan, J., Xu, F., Yuan, J., & Li, Y. (2024) · arXiv

scientometrics and bibliometrics researchTopic Modeling

Cited by 4

AgentSquare: Automatic LLM Agent Search in Modular Design Space

Shang, Y., Li, Y., Zhao, K., Ma, L., Liu, J., Xu, F., & Li, Y. (2024) · arXiv

AI-based Problem Solving and PlanningInformation Retrieval and Search Behavior

Cited by 3

A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science

Feng, J., Zeng, J., Long, Q., Chen, H., Zhao, J., Xi, Y., Zhou, Z., Yuan, Y., Wang, S., Zeng, Q., et al. (2025) · arXiv

Spatial Cognition and NavigationUrban Design and Spatial Analysis

Cited by 0

Synergy-of-Thoughts: Eliciting Efficient Reasoning in Hybrid Language Models

Shang, Y., Li, Y., Xu, F., & Li, Y. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 0