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sung-won-kim/README.md

Hi, I'm Sungwon Kim. 👋

Hi, I’m an Ph.D. student in the Graduate School of Data Science at KAIST (Data Science & Artificial Intelligence Laboratory (DSAIL)), led by Prof. Chanyoung Park.

I am primarily focused on data mining and machine learning, with a particular interest in graph data analysis. My research is driven by exploring data-efficient methods that not only leverage the powerful performance of deep learning but also maintain applicability to training and inference time when applied to real-world scenarios.

Interest

  • Graph Neural Networks
  • Data-Efficient Deep Learning
  • Meta Learning
  • Anything related to the tasks that can be addressed in real-world scenarios!

Homepage🏠

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  1. TEG TEG Public

    The official source code for Task-Equivariant Graph Few-shot Learning (TEG) at KDD 2023.

    Python 23

  2. kaize0409/awesome-few-shot-gnn kaize0409/awesome-few-shot-gnn Public

    An index of algorithms for few-shot learning/meta-learning on graphs

    145 18