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Taehwan Kim

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Preprint Jul 2026

Agentic Neural Architecture Search

This work proposes a mechanism that bridges these two paradigms: an LLM produces a high-quality seed architecture, then decomposes it into a "slotted architecture", a scaffold with named, interchangeable module slots that automatically defines a bounded, task-specific search space for conventional NAS to explore, without manual engineering.

Seokhoon Jeong, Mijung Kim, Taehwan Kim · 0 citations