Myeongho Jeon



I am a postdoctoral researcher in Computer Science at École polytechnique fédérale de Lausanne (EPFL) working with Maria Brbic. I hold a firm academic belief that AI systems, even those surpassing human expertise, stay aligned with human intent. Specifically, my main interests are in (1) developing AI systems capable of solving complex, superhuman-level problems, and (2) improving their generalization to handle distribution shifts across diverse environments.

Previously, I completed my PhD in Computational Science and Technology from Seoul National University in 2024, under the supervision of Myungjoo Kang. I received University's award for the best thesis. I am supported for my research in Switzerland through Sejong Science Fellowship from the Korean National Research Foundation. Additionally, I am honored to be nominated as a Next-generation Korean Leader, mentored by Changhyun Kim, Vice President of Samsung. Since 2022, I have served as a computer vision mentor for the NAVER AI Boostcamp program and have extensive teaching experience, including for employees at Samsung, LG, Hyundai, Hana Financial Group, and the Seoul Credit Guarantee Foundation.

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Office: INJ 333, Rte Cantonale, 1015 Lausanne
Enhancing robustness in deep learning: Tackling spurious correlations
Myeongho Jeon, Myungjoo Kang
Seoul National University 2024 Best Thesis Award
Junhun Lee*, Myeongho Jeon*, Myungjoo Kang, Kyunghyun Park
International Conference on Learning Representations (ICLR) 2024 Spotlight
(* First co-authors)
Suhwan Choi, Myeongho Jeon, Yeonjung Hwang, Jeonglyul Oh, Sungjun Lim, Joonseok Lee, Myungjoo Kang
International Conference on Learning Representations (ICLR) 2024 Spotlight
Myeongho Jeon, Myungjoo Kang, Joonseok Lee
IEEE/CVF International Conference on Computer Vision (ICCV) 2023
Myeongho Jeon, Hyoje Lee, Yedarm Seong, Myungjoo Kang
International Conference on Learning Representations (ICLR) 2023
Myeongho Jeon, Daekyung Kim, Woochul Lee, Myungjoo Kang, Joonseok Lee
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2022
Yeachan Park*, Myeongho Jeon*, Junho Lee*, Myungjoo Kang
Signal Processing: Image Communication 2022 Top-ranked model on Papers with Code
Myeongho Jeon, Han-soo Choi, Junho Lee, Myungjoo Kang
Fire Technology 2021
Han-soo Choi*, Myeongho Jeon, Kyungmin Song, Myungjoo Kang
Fire Technology 2021