CV

Education

• M.S. in Artificial Intelligence, KAIST, 2021 - 2023
  • Advised by Prof. Jinwoo Shin

Work Experience

• 2023 - Present: Deep Learning Researcher
  • KRAFTON

Publications

See and Fix the Flaws: Enabling VLMs and Diffusion Models to Comprehend Visual Artifacts via Agentic Data Synthesis

Jaehyun Park, Minyoung Ahn, Minkyu Kim, Jonghyun Lee, Jae-Gil Lee, Dongmin Park. "See and Fix the Flaws: Enabling VLMs and Diffusion Models to Comprehend Visual Artifacts via Agentic Data Synthesis." CVPR 2026.

VLM-SubtleBench: How Far Are VLMs from Human-Level Subtle Comparative Reasoning?

Minkyu Kim, Sangheon Lee, Dongmin Park. "VLM-SubtleBench: How Far Are VLMs from Human-Level Subtle Comparative Reasoning?" ICLR 2026.

Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games

Dongmin Park, Minkyu Kim, Beongjun Choi, Junhyuck Kim, Keon Lee, Jonghyun Lee, Inkyu Park, Byeong-Uk Lee, Jaeyoung Hwang, Jaewoo Ahn, Ameya S. Mahabaleshwarkar, Bilal Kartal, Pritam Biswas, Yoshi Suhara, Kangwook Lee, Jaewoong Cho. "Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games." ICLR 2026.

Test-time Alignment of Diffusion Models without Reward Over-optimization

Sunwoo Kim, Minkyu Kim, Dongmin Park. "Test-time Alignment of Diffusion Models without Reward Over-optimization." ICLR 2025 (Spotlight).

Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance

Dongmin Park, Sebin Kim, Taehong Moon, Minkyu Kim, Kangwook Lee, Jaewoong Cho. "Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance." ICLR 2025 (Spotlight).

Discovering and Mitigating Visual Biases through Keyword Explanation

Younghyun Kim, Sangwoo Mo, Minkyu Kim, Kyungmin Lee, Jaeho Lee, Jinwoo Shin. "Discovering and Mitigating Visual Biases through Keyword Explanation." CVPR 2024.

Image Clustering Conditioned on Text Criteria

Sehyun Kwon, Jaeseung Park, Minkyu Kim, Jaewoong Cho, Ernest K. Ryu, Kangwook Lee. "Image Clustering Conditioned on Text Criteria." ICLR 2024.

S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions

Sangwoo Mo, Minkyu Kim, Kyungmin Lee, Jinwoo Shin. "S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions." NeurIPS 2023.

Rényi Supervised Contrastive Learning for Transferable Representation

Kyungmin Lee, Minkyu Kim, Jinwoo Shin. "Rényi Supervised Contrastive Learning for Transferable Representation." Preprint.

SmoothMix: Training Confidence-Calibrated Smoothed Classifiers for Certified Robustness

Jongheon Jeong, Sejun Park, Minkyu Kim, Heung-Chang Lee, Doguk Kim, Jinwoo Shin. "SmoothMix: Training Confidence-Calibrated Smoothed Classifiers for Certified Robustness." NeurIPS 2021.