Yunhyeok Kwak

I am a master student at Seoul National University. Prior to joining SNU, I did work for Naver Clova AI as a research intern. I received my Bachelor's degree in Computer Science at Kookmin University.

Email  /  Google Scholar  /  Github


I'm interested in reinforcement learning and causal representation learning. Specifically, my research focuses on learning and reasoning methods for sequential decision making.

CSSI On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition
Inwoo Hwang, Yunhyeok Kwak, Yeon-Ji Song, Byoung-Tak Zhang^, Sanghack Lee^.
  • Conference on Causal Learning and Reasoning (CLeaR), 2023
  • Paper / Code

    SelecMix SelecMix: Debiased Learning by Contradicting-pair Sampling
    Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak, Seong Joon Oh, Damien Teney, Jin-Hwa Kim^, Byoung-Tak Zhang^.
  • Neural Information Processing Systems (NeurIPS), 2022   (Scholar Award)
  • ICML Workshop on Spurious Correlations, Invariance, and Stability, 2022
  • Paper / Code

    Work Experience
    • Reserach Intern, Naver Clova, July 2020 - Dec. 2020
    Teaching Experience
    Honors and Awards
    • Mid‑way Prize (Ranked at the top of three categories) Animal-AI Olympics, NeurIPS 2019 Competition
    • Summa Cum Laude, 2021
    • Academic Scholarship, 2018-2020

    The source of this website is from here.