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Jaemin Yoo

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#machine learning Preprint Sep 2026

Message Passing Does More with Less for In-Context Learning on Graphs

Achieving strong performance with graph neural networks (GNNs) typically requires training and hyperparameter tuning for each dataset, incurring repeated costs and effort. Graph in-context learning (ICL) avoids this by using a single pretrained model to predict unknown node labels directly from labeled context nodes. E...

Dooho Lee, Jin-Mo Lee, Minho Jeong et al. · 0 citations
Preprint Aug 2026

Automating and Scaling Behavioral Scientific Research on AI Agents

AEROBAT is introduced, the first multi-agent system to automate behavioral scientific research on AI agents and demonstrates that automated behavioral scientific research on AI agents can complement and extend the reach of manual research.

S. Lee, Jongha Lee, Jaewan Chun et al. · 0 citations

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