Organizers 组织者:

• • Hongjie Zhang (Lecturer), Sichuan Normal University
  张红杰，四川师范大学 讲师
• • Chaosheng Feng (Professor), Sichuan Normal University
  冯朝胜，四川师范大学 教授
• • Dawen Huang (Associate Professor), Sichuan Normal University
  黄达文，四川师范大学 副教授
• • Bo Hu (Associate Researcher), University of Science and Technology of China
  胡博，中国科学技术大学 副研究员

Introduction 论坛简介:

The interdisciplinary research of Multi-Agent Systems (MAS) and Computational Social Science is profoundly reshaping the research paradigm of the social sciences. Traditional Agent-Based Modeling (ABM), which deduces macro-level social phenomena from the behaviors of micro-level individuals, has already achieved breakthroughs in fields such as infectious disease dynamics and economic system simulation. However, current challenges include model limitations, as traditional ABM relies on simplified rules and struggles to simulate the cognitive differences and adaptive decision-making of heterogeneous individuals, as well as the need for technological integration, since while Large Language Models (LLMs) enhance agents' semantic comprehension, the synergistic mechanisms between them and classic social dynamics models—such as opinion dynamics and game networks—remain underdeveloped. This forum focuses on the intelligent simulation of multi-scale social systems, exploring advancements in theoretical innovation, technological integration, and the deepening of application scenarios.

多智能体系统（MAS）与计算社会科学的交叉研究正深刻重塑社会科学的研究范式。传统基于主体的建模（ABM）通过微观个体行为推演宏观社会现象，已在传染病动力学、经济系统仿真等领域取得突破。当前面临的挑战包括，模型局限性：传统ABM依赖简化规则，难以模拟异质个体的认知差异与适应性决策；技术融合需求：大语言模型（LLM）虽提升智能体语义理解能力，但其与经典社会动力学模型（如观点动力学、博弈网络）的协同机制尚未成熟。本论坛聚焦多尺度社会系统智能推演，在理论革新、技术整合、场景深化等方面进行探索。

Topics 主题范围:

• Advances in Classic Agent-Based Modeling (ABM) Frameworks
  ABM经典模型拓展
• Algorithms and Datasets for Social Propagation Analysis
  社交传播算法与数据集
• Multi-Agent Reinforcement Learning and Strategic Decision-Making in Games
  多智能体强化学习与博弈决策
• Hybrid LLM-ABM Architectures for Social Simulation
  LLM-ABM混合架构
• Data-Driven Modeling of Social Diffusion Dynamics
  数据驱动的社会传播建模
• Ethical Alignment and Risk Governance in Social Systems
  伦理对齐与社会风险控制

Invited Speakers 拟邀请报告人:

• • Bo Hu (Associate Researcher), University of Science and Technology of China
  胡博，中国科学技术大学 副研究员
• • Dawen Huang (Associate Professor), Sichuan Normal University
  黄达文，四川师范大学 副教授