Minyeong (Iris) Kim

prof_pic.jpg

Hello! :wave: I’m a senior student at Seoul National University, where I work as a research intern at Vision & Learning Lab under the guidance of Prof. Gunhee Kim. I am also fortunate to be collaborating with Seungone Kim and Prof. Graham Neubig on exciting ongoing research!

My primary research ambition is to advance multi-source generative search systems that integrate information seamlessly from diverse sources (personal chat logs to extensive knowledge databases) across multiple modalities (e.g., image, text). Specifically, I focus on (i) Optimizing Reference Retrieval to better understand context, user intent, and data source characteristics, and (ii) Enhancing Response Generation to produce reliable responses that are firmly grounded in these references.

I believe this work has the potential to revolutionize how we access information, making the experience more accurate, intuitive and personalized.

news

Jul, 2024 My co-first author paper ESREAL got accepted to ECCV 2024! :smile:

selected publications

  1. esreal_preview.png
    ESREAL: Exploiting Semantic Reconstruction to Mitigate Hallucinations in Vision-Language Models
    Minchan KimMinyeong Kim, Junik Bae, and 3 more authors
    In European Conference on Computer Vision (ECCV) 2024
  2. halloc_preview.png
    HalLoc: Token-level Localization of Hallucinations for Large Vision Language Models
    Eunkyu ParkMinyeong Kim, and Gunhee Kim
    Under Review at AAAI 2025
† : equal contribution