Woongyeong Yeo

Hello, 안녕하세요 👋🏻

I am Woongyeong “Charles” Yeo, a master’s student at the Kim Jaechul Graduate School of AI, KAIST, where I am advised by Prof. Sung Ju Hwang in the MLAI Lab. Prior to this, I received a B.S. in Computer Science and Mathematical Sciences from KAIST.

My research interests lie in the development of multimodal large language models (MLLMs) with a strong focus on their practical applications in real-world scenarios. Previous work includes video understanding for out-of-distribution (OOD) scenarios and multimodal retrieval-augmented generation (RAG). Recently, I am working on memory agents, enabling MLLMs to store, retrieve, and reason over ultra-long context sequences. In short, my research areas include, but are not limited to:

• Multimodal Large Language Models;
• LLM Memory;
• Agentic AI.

Please refer to my Curriculum Vitae for more details.

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Selected Publications