Papers by Hyomin Kim
MT-Mol: Multi Agent System with Tool-based Reasoning for Molecular Optimization (2025.findings-emnlp)
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| Challenge: | Structured reasoning and tool-grounded molecular optimization are still underexplored. |
| Approach: | They propose a framework for molecular optimization that leverages tool-guided reasoning and role-specialized LLM agents. |
| Outcome: | a new framework outperforms existing LLM frameworks on 15 of 23 tasks. |