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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Juneha Baek

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Preprint Oct 2026

Bridging Concepts: Multi-Agent Reasoning over Scientific Concept Graphs for High-Impact Research Prediction

Within a research community, new topics often emerge when previously unconnected concepts are first studied together. We construct scientific concept graphs (SCGs)--domain knowledge graphs whose nodes are fine-grained research concepts extracted from paper text by LLMs and whose edges capture their co-occurrence in pap...

D. Yoon, Minsung Hwang, Juneha Baek et al. · 0 citations
Preprint Aug 2026

LLM Pedagogical Behavior in AI Tutoring Interactions

A five-level scale is developed, validated against human annotations, that characterizes responses according to the degree of direct assistance LLMs provide when students use them as tutors in authentic learning interactions and provides an empirical baseline for LLM assistance in tutoring interactions and a measuremen...

Suhyeon Lee, Juneha Baek, Jaehyeong Park et al. · 1 citation

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