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Home/Authors/Laixi Shi

Laixi Shi

1 indexed paper

Recent (6 mo)
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Publications per year

1
26

Top categories

ML×1Multiagent×1

Frequent co-authors

Juyang Bai1×

Research Timeline

2026
MAS-PromptBench: When Does Prompt Optimization Improve Multi-Agent LLM Systems?

This paper systematically studies the potential of prompt optimization in multi-agent systems (MAS) across various setups, revealing significant gains but also open challenges.

Highlighted terms show continued research focus across papers

Papers

cs.LGcs.MAEmpiricalRecentJun 22, 2026

MAS-PromptBench: When Does Prompt Optimization Improve Multi-Agent LLM Systems?

Juyang Bai, Laixi Shi

This paper systematically studies the potential of prompt optimization in multi-agent systems (MAS) across various setups, revealing significant gains but also open challenges.

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