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

Research

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

Publications

	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: 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

[4190.408] Artificial Intelligence, Seoul National University, 2022
Artificial Intelligence course, Programmers (Grepp), 2022-2023
NVIDIA DLI (Deep Learning Institute), NVIDIA AI Conference, 2019

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

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