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Home/Authors/Lauren Hyoseo Yoon

Lauren Hyoseo Yoon

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
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Publications per year

1
26

Top categories

AI×1NLP×1ML×1Multiagent×1

Frequent co-authors

Xuefei Julie Wang1×
Chengrui Qu1×
Amanda Zichang Wang1×
Atharva Sehgal1×
Eric Mazumdar1×
Yisong Yue1×

Research Timeline

2026
Knowledge-Centric Self-Improvement

This paper introduces knowledge-centric self-improvement for AI systems, where agents remain generic and disposable while a curated knowledge base is used for future tasks, leading to more inspectable, transferable, and portable improvements.

Highlighted terms show continued research focus across papers

Papers

cs.AIcs.CLcs.LGEmpiricalRecentJul 21, 2026

Knowledge-Centric Self-Improvement

Xuefei Julie Wang, Lauren Hyoseo Yoon, Chengrui Qu, Amanda Zichang Wang +3 more

This paper introduces knowledge-centric self-improvement for AI systems, where agents remain generic and disposable while a curated knowledge base is used for future tasks, leading to more inspectable…

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