Yujee Song

MSc Student in AI @ MIP Lab, POSTECH.

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rswfaf at gmail dot com

I am currently pursuing a Master’s degree in machine learning at POSTECH under the supervision of Professor Won Hwa Kim. My research revolves around modeling generative models using dynamical systems. Previously, I specialized in modeling marked temporal point processes using Neural ODEs. Currently, I am exploring diffusion networks for graph structures using topological data analysis.

Research Interest
  • Time Series Analysis
  • Explainable AI
  • Medical Data Analysis
  • Generative Model
  • Graph Machine Learning

CV / Portfolio / google scholar / linkedin / github

publications

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    Decoupled Marked Temporal Point Process using Neural Ordinary Differential Equations
    Yujee Song, Donghyun Lee , Rui Meng , and Won Hwa Kim
    In The Twelfth International Conference on Learning Representations (ICLR) , 2024
    PDF
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    Gene-to-Image: Decoding Brain Images from Genetics via Latent Diffusion Models
    Sooyeon Jeon , Yujee Song, and Won Hwa Kim
    In Predictive Intelligence in Medicine , 2024