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Bingbing Xu

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#small language model Preprint Oct 2026

When Extremists Enter LLM Societies: Investigating Extreme Behavior in Multi-Agent Systems

This work introduces EXAM, an EXtremist Agent Modeling framework that capable of configuring extremist agents for specific tasks and precisely controlling their population proportion, spatial distribution, interaction protocols, and measurement interfaces.

Guo Chen, Huai-Jin Xie, Zi-Wen Li et al. · 0 citations
Preprint Aug 2026

ForestBench: A Unified Graph Framework for Evaluating Multi-Agent Collaboration

This work introduces a generalizable evaluation framework that maps native MAS traces into a shared space of unified collaboration graphs, enabling different methods to be evaluated under the same representation, reference set, and metric panel.

Guo Chen, Ziwen Li, Reed Li et al. · 0 citations

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