Author

Kyungmin Kim

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#machine learning Jun 2026

The Interplay of Harness Design and Post-Training in LLM Agents

It is shown that harness-aware post-training not only improves in-distribution performance but also enables agents to robustly adapt to OOD settings, highlighting the importance of harness-aware post-training under such shifts.

Kyungmin Kim, Youngbin Choi, Seoyeon Lee et al. · arXiv.org · 7 citations

#machine learning Dec 2025

Probabilistic Multi-Agent Aircraft Landing Time Prediction

This work proposes a probabilistic multi-agent aircraft landing time prediction framework that provides the landing times of multiple aircraft as distributions and achieves higher prediction accuracy than the baselines and quantifies the associated uncertainties of its outcomes.

Kyungmin Kim, Seokbin Yoon, Keumjin Lee · AIAA SCITECH 2026 Forum · 0 citations