Papers by Wenfeng Ren

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Papers by Wenfeng Ren

Findings

2025.findings-acl

policy optimization
Social network Simulation System
GA-S3
Group Agents
intelligent agents
group agents
computational cost
real-world complexities
large-scale network
realistic prediction

2025

1 papers

GA-S3: Comprehensive Social Network Simulation with Group Agents (2025.findings-acl)

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Yunyao Zhang, Zikai Song, Hang Zhou, Wenfeng Ren, Yi-Ping Phoebe Chen, Junqing Yu, Wei Yang

Challenge:	Existing social network simulations focus on discrete events or system dynamics instead of elucidating underlying mechanisms or causal relationships.
Approach:	They propose a Social network simulation system that leverages newly designed Group Agents to make intelligent decisions regarding various online events.
Outcome:	The proposed system can make intelligent decisions regarding online events at a manageable cost.

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