Jungtaek Kim
Research Associate @ the University of Wisconsin–Madison
1550 Engineering Dr
Madison, WI 53706
United States
Jungtaek Kim is a research associate at the University of Wisconsin–Madison, working with Prof. Kangwook Lee.
He received B.S. in Mechanical Engineering and Computer Science and Engineering from POSTECH in 2015, and Ph.D. in Computer Science and Engineering from POSTECH in 2022, under the supervision of Prof. Seungjin Choi and Prof. Minsu Cho.
His main research interests are statistical machine learning, Bayesian optimization, large language models, and sequential assembly.
News
| Mar 02, 2026 | My paper “Transformers in the Dark: Navigating Unknown Search Spaces via Bandit Feedback” with Prof. Kangwook Lee and others has be accepted at TMLR. |
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| Feb 27, 2026 | My collaborative paper “TAPE: Tool-Guided Adaptive Planning and Constrained Execution in Language Model Agents” with Jongwon Jeong and Prof. Kangwook Lee will be presented at ICLR Workshop on Agentic AI in the Wild: From Hallucinations to Reliable Autonomy (AAIW-2026). |
| Feb 24, 2026 | My collaborative paper “TAPE: Tool-Guided Adaptive Planning and Constrained Execution in Language Model Agents” with Jongwon Jeong and Prof. Kangwook Lee has been released at arXiv. |
| Feb 21, 2026 | My collaborative paper “GP-4DGS: Probabilistic Analysis of 4D Gaussian Splattings for Monocular Video Reconstruction via Variational Gaussian Processes” with Mijeong Kim and Prof. Bohyung Han has been accepted at CVPR-2026. |
| Jan 01, 2026 | Happy new year! |