SelecMix: Debiased Learning by Contradicting-pair Sampling. - Inwoo Hwang; Sangjun Lee; Yunhyeok Kwak; Seong Joon Oh; Damien Teney; Jin-Hwa Kim; Byoung-Tak Zhang (NeurIPS, 2022)

On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition. - Inwoo Hwang; Yunhyeok Kwak; Yeon-Ji Song; Byoung-Tak Zhang; Sanghack Lee (CLeaR, 2023)

Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning. - Inwoo Hwang; Yunhyeok Kwak; Suhyung Choi; Byoung-Tak Zhang; Sanghack Lee (ICML, 2024)

Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction. - Yunhyeok Kwak; Inwoo Hwang; Dooyoung Kim; Sanghack Lee; Byoung-Tak Zhang (UAI, 2024)