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I am a final-year PhD student in Computer Science at Seoul National University, advised by Byoung-Tak Zhang and Sanghack Lee. Prior to joining Ph.D program, I did my master study in School of Computing at KAIST. I earned my Bachelor's degree in Department of Mathematical Sciences from KAIST. CV / Email / Google Scholar / Github / Twitter |
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My research is centered on building trustworthy AI systems whose decision making is robust and interpretable, encompassing the fields of computer vision, reinforcement learning, and causal inference. In particular, my recent works involve developing robust and efficient algorithms for causal inference and causal discovery, with their application for building reliable machine learning models. Additionally, I am interested in discovering and utilizing useful inductive biases to better align model decisions with human reasoning. |
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(* equal contribution, † equal advising) |
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Inwoo Hwang*, Yesong Choe*, Yeahoon Kwon, Sanghack Lee |
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Inwoo Hwang, Yunhyeok Kwak, Suhyung Choi, Byoung-Tak Zhang†, Sanghack Lee† |
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Yunhyeok Kwak*, Inwoo Hwang*, Dooyoung Kim, Sanghack Lee†, Byoung-Tak Zhang† |
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Jonghwan Kim, Inwoo Hwang, Sanghack Lee |
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Hyundo Lee, Inwoo Hwang, Hyunsung Go, Won-Seok Choi, Kibeom Kim, Byoung-Tak Zhang |
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Inwoo Hwang, Yunhyeok Kwak, Yeon-Ji Song, Byoung-Tak Zhang†, Sanghack Lee† |
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Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak, Seong Joon Oh, Damien Teney, Jin-Hwa Kim†, Byoung-Tak Zhang† |
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Junseok Park, Inwoo Hwang, Min Whoo Lee, Hyunseok Oh, Minsu Lee, Youngki Lee, Byoung-Tak Zhang |
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Sangjun Lee, Inwoo Hwang, Gi-Cheon Kang, Byoung-Tak Zhang |
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The source of this website is from here. |