Sungwon Kim

I’m a Ph.D. student in Graduate School of Data Science at KAIST, where I am fortunate to be advised by Prof. Chanyoung Park.

I’m actively on research with my best colleagues at Data Science and Artificial Intelligence Lab.

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.

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