ππ» Hi there, I'm Woongyeong Yeo.
I'm 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, with a strong research focus on multimodal large language models (MLLMs) and agentic AI.
Here are recent highlights of my work:
- π WorldMM β A novel dynamic multimodal memory agent for long video reasoning that integrates multi-scale textual and visual memories with adaptive cross-modal retrieval.
- π UniversalRAG β A novel RAG framework that retrieves across multiple modalities and granularities by introducing a modality-aware routing mechanism that dynamically selects the most appropriate corpus for each query