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wgcyeo/README.md

πŸ‘‹πŸ» 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.

πŸ“Œ Pinned Repositories

Here are recent highlights of my work:

  • 🌏 WorldMM – A novel dynamic multimodal memory agent for long video reasoning that integrates multi-scale textual and visual memories with adaptive cross-modal retrieval.
  • πŸ” UniversalRAG – 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

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  1. WorldMM WorldMM Public

    [CVPR 2026 Highlight] WorldMM: Dynamic Multimodal Memory Agent for Long Video Reasoning

    Python 85 6

  2. UniversalRAG UniversalRAG Public

    [ACL 2026] UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities

    Python 171 11