I am a Master’s student in the Machine Learning and Artificial Intelligence (MLAI) Lab at KAIST, advised by Prof. Sung Ju Hwang. I previously earned my B.S. in Computer Science and Engineering with a double major in Mathematics from Korea University.
My research interests center on large language models, generative modeling, and weight-space learning, with an emphasis on understanding and manipulating model representations for scalable and efficient learning. In particular, I am interested in weight generation, latent-space modeling of neural networks, and agentic systems built on top of foundation models. I work closely with Dr. Bruno Andreis and Dr. Bedionita Soro.
During my undergraduate studies and research training, I worked on hyperparameter optimization, weight-space model merging, and LLM-based agent workflows. My current research at KAIST continues to investigate the theoretical and practical foundations of generative approaches to model design and adaptation.
Research Interests
- Large Language Models
- Generative Modeling
- Weight-Space Learning
- Agentic AI