Zicai Cui
2 indexed papers
Recent (6 mo)
2With code
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226
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AI×2Society×1Multiagent×1Info Retrieval×1
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2026
SkillPager: Query-Adaptive Intra-Skill Navigation via Semantic Node Retrieval
SkillPager is a novel two-stage framework that efficiently selects minimal, execution-sufficient context from large procedural skill documents by leveraging typed semantic nodes, significantly reducing token usage while maintaining high context sufficiency for LLM agents.
Clarus: Coordinating Autonomous Research Agents toward Web-Scale Scientific Collaboration
This paper presents Clarus, a collaboration infrastructure for coordinating autonomous research agents towards web-scale scientific collaboration.
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Papers
cs.AIcs.CYcs.MAEmpiricalRecentJun 29, 2026
Clarus: Coordinating Autonomous Research Agents toward Web-Scale Scientific Collaboration
Zihan Guo, Zeyi Chen, Zhiyu Chen, Zicai Cui +14 more
This paper presents Clarus, a collaboration infrastructure for coordinating autonomous research agents towards web-scale scientific collaboration.
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cs.IRcs.AIRecent