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Author

Chien-Sheng Wu

2 papers indexed here

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#small language model Preprint Aug 2026

Belief Cascades Drive Persuasion in LLM Agent Networks

This work introduces a controlled testbed for studying how goal-directed persuaders shift elicited stances in networks of LLM agents grounded in real-world ego-network topologies, and argues for evaluating multi-agent persuasion as a trajectory- and exposure-level process.

Haoyi Qiu, Genglin Liu, P. Venkit et al. · 0 citations
#artificial intelligence Preprint Aug 2026

On the Fragility of Self-Improving Agents: Variance, Task Order, and Underspecification

A comprehensive re-evaluation of two memory-based methods for self-improving agents is conducted, broadening the scope of evaluation along two axes and hypothesizing that task and environment underspecification contribute to this fragility.

Qinyuan Ye, Yu Li, Yada Pruksachatkun et al. · 0 citations