Value driven Analysis Framework of Service Ecosystem Evolution Mechanism. - Xiao Xue 001; Deyu Zhou 001; Yaodan Guo; Zhiyong Feng 002; Lejun Zhang; Lin Meng 001 (CoRR, 2020)

Computational Experiments: Past, Present and Future. - Xiao Xue 001; Xiangning Yu 001; Deyu Zhou 001; Xiao Wang 002; Zhang-Bin Zhou; Fei-Yue Wang 001 (CoRR, 2022)

Research Roadmap of Service Ecosystems: A Crowd Intelligence Perspective. - Xiao Xue 001; Guanding Li; Deyu Zhou 001; Yepeng Zhang; Lu Zhang 071; Yang Zhao; Zhiyong Feng 002; Lizhen Cui 001; Zhangbing Zhou; Xiao Sun 012; Xudong Lu 001; Shizhan Chen (Int. J. Crowd Sci., 2022)

Computational Experiments for Complex Social Systems - Part I: The Customization of Computational Model. - Xiao Xue 001; Fangyi Chen; Deyu Zhou 001; Xiao Wang 002; Min Lu; Fei-Yue Wang 001 (IEEE Trans. Comput. Soc. Syst., 2022)

SLE2: The Improved Social Learning Evolution Model of Cloud Manufacturing Service Ecosystem. - Deyu Zhou 001; Xiao Xue 001; Zhangbing Zhou (IEEE Trans. Ind. Informatics, 2022)

From SOA to VOA: A Shift in Understanding the Operation and Evolution of Service Ecosystem. - Xiao Xue 001; Deyu Zhou 001; Fangyi Chen; Xiangning Yu 001; Zhiyong Feng 002; Yucong Duan; Lin Meng 001; Mu Zhang 013 (IEEE Trans. Serv. Comput., 2023)

Beyond Traditional Metrics: The Power of Value Entropy in Multidimensional Evaluation of the Service Ecosystem. - Xiangning Yu 001; Xiao Xue 001; Deyu Zhou 001; Li Fang; Zhiyong Feng 002 (ICWS, 2024)

Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective. - Qun Ma; Xiao Xue 001; Deyu Zhou 001; Xiangning Yu 001; Donghua Liu; Xuwen Zhang; Zihan Zhao 002; Yifan Shen; Peilin Ji; Juanjuan Li; Gang Wang 008; Wanpeng Ma (CoRR, 2024)

Optimization of Service Utility in 5G Heterogeneous Networks Using Dynamic Game. - Linhao Zhang; Xudong Lu 001; Lizhen Cui 001; Deyu Zhou 001; Wei Guo 017 (Int. J. Crowd Sci., 2024)

Computational Experiments: A New Analysis Method for Cyber-Physical-Social Systems. - Xiao Xue 001; Yifan Shen; Xiangning Yu 001; Deyu Zhou 001; Xiao Wang 002; Gang Wang 008; Fei-Yue Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Computational Experiments for Complex Social Systems: Experiment Design and Generative Explanation. - Xiao Xue 001; Deyu Zhou 001; Xiangning Yu 001; Gang Wang 008; Juanjuan Li; Xia Xie; Lizhen Cui 001; Fei-Yue Wang 001 (IEEE CAA J. Autom. Sinica, 2024)

Computational Experiments for Complex Social Systems - Part III: The Docking of Domain Models. - Xiao Xue 001; Xiangning Yu 001; Deyu Zhou 001; Chao Peng; Xiao Wang 002; Donghua Liu; Fei-Yue Wang 001 (IEEE Trans. Comput. Soc. Syst., 2024)

Computational Experiments for Complex Social Systems: Integrated Design of Experiment System. - Xiao Xue 001; Xiangning Yu 001; Deyu Zhou 001; Xiao Wang 002; Chongke Bi; Shufang Wang; Fei-Yue Wang 001 (IEEE CAA J. Autom. Sinica, 2024)

A Framework for Analyzing Abnormal Emergence in Service Ecosystems Through LLM-Based Agent Intention Mining. - Yifan Shen; Zihan Zhao 002; Xiao Xue 001; Yuwei Guo 007; Qun Ma; Deyu Zhou 001; Ming Zhang (ICWS, 2025)

Scenario Generator Design Method for Service Ecosystem Governance Driven by LLM-Empowered Agents Simulation. - Deyu Zhou 001; Yuqi Hou 001; Xiao Xue 001; Xudong Lu 001; Qingzhong Li; Lizhen Cui 001 (ICWS, 2025)

Integrity verification scheme for distributed dynamic data in service ecosystems. - Fang Li; Gang Wang 008; Guangjun Liu; Xiao Xue 001; Deyu Zhou 001 (Comput. Secur., 2025)

Unlocking Complexity: Harnessing Value Entropy for Advanced Multidimensional Utility Evaluation in Service Ecosystems. - Xiangning Yu 001; Xiao Xue 001; Deyu Zhou 001; Gang Wang 008; Zhiyong Feng 002 (IEEE Trans. Serv. Comput., 2025)

Federated Experiments: Generative Causal Inference Powered by LLM-Based Agents Simulation and RAG-Based Domain Docking. - Deyu Zhou 001; Xiao Xue 001; Qun Ma; Chao Guo 006; Li-Zhen Cui 001; Yonglin Tian; Jing Yang 044; Fei-Yue Wang 001 (IEEE CAA J. Autom. Sinica, 2025)

A Survey on Agentic Service Ecosystems: Measurement, Analysis, and Optimization. - Xuwen Zhang; Xiao Xue 001; Xia Xie; Qun Ma; Xiangning Yu 001; Deyu Zhou 001; Yifan Wang; Ming Zhang (CoRR, 2025)

LLM-empowered Agents Simulation Framework for Scenario Generation in Service Ecosystem Governance. - Deyu Zhou 001; Yuqi Hou 001; Xiao Xue 001; Xudong Lu 001; Qingzhong Li; Lizhen Cui 001 (CoRR, 2025)

From Agent Simulation to Social Simulator: A Comprehensive Review (Part 1). - Xiao Xue 001; Deyu Zhou 001; Ming Zhang; Fei-Yue Wang 001 (CoRR, 2025)

From Script to Stage: Automating Experimental Design for Social Simulations with LLMs. - Yuwei Guo 007; Zihan Zhao 002; Deyu Zhou 001; Xiaowei Liu; Ming Zhang (CoRR, 2025)

A two-level reinforcement learning based regulation strategy for dynamic operation of O2O service ecosystems. - Gang Wang 008; Xiaowei Liu; Yifan Shen; Deyu Zhou 001; Ming Zhang; Xiao Xue 001 (Expert Syst. Appl., 2026)

Measurement and Network Analysis for the Data Service Market Based on Heterogeneous Multi-Agent Modeling. - Deyu Zhou 001; Yuwei Guo; Xudong Lu 001; Linhao Zhang; Wei Gio; Lizhen Cui (Int. J. Crowd Sci., 2026)

From Agent Simulation to Social Simulator: A Comprehensive Review (Part 2). - Xiao Xue 001; Deyu Zhou 001; Ming Zhang; Xiangning Yu 001; Fei-Yue Wang 001 (CoRR, 2026)

Heterogeneous Multi-Agent Modeling for Measurement and Network Analysis of the Data Service Market. - Deyu Zhou 001; Yuwei Guo; Xudong Lu; Linhao Zhang; Wei Guo 017; Lizhen Cui (CoRR, 2026)