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Home/Authors/Boyuan Sun

Boyuan Sun

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
Benchmarked
0

Publications per year

1
26

Top categories

AI×1NLP×1

Frequent co-authors

Shangheng Du1×
Xiangchao Yan1×
Jinxin Shi1×
Zongsheng Cao1×
Shiyang Feng1×
Zichen Liang1×

Research Timeline

2026
MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery

MLEvolve is a novel self-evolving multi-agent framework that enables LLM agents to discover and optimize machine learning algorithms for complex, long-horizon tasks.

Highlighted terms show continued research focus across papers

Papers

cs.AIcs.CLRecentJun 4, 2026

MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery

Shangheng Du, Xiangchao Yan, Jinxin Shi, Zongsheng Cao +10 more

MLEvolve is a novel self-evolving multi-agent framework that enables LLM agents to discover and optimize machine learning algorithms for complex, long-horizon tasks.

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