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I am a Ph.D. student in Graduate School of Data Science at Seoul National University with my advisor Prof. Sanghack Lee.

I studied Computer Science & Engineering for my B.S. and M.S. degrees. My research field was Human Computer Interaction based on deep learning model. Nowadays, I have been focusing on studying Machine Learning and Reinforcement Learning through a Causal Lens.

Research Interests

Causal Inference, Causal Machine Learning, Causal Reinforcement Learning


  • Kwon, Y. H., Shin, S. B., & Kim, S. D. (2018). Electroencephalography based fusion two-dimensional (2D)-convolution neural networks (CNN) model for emotion recognition system. Sensors, 18(5), 1383.
  • Kwon, Y., Nan, Y., & Kim, S. D. (2017). Transformation of EEG Signal for Emotion Analysis and Dataset Construction for DNN Learning. In Advances in Computer Science and Ubiquitous Computing (pp. 96-101). Springer, Singapore.

Google Scholar: link
Github: link
Curriculum Vitae: Coming soon..
Contact Information: Bldg #942, 1 Gwanak-ro, Gwanak-gu, Seoul, 08826, South Korea;