Seohui Bae is an AI Research Scientist at LG AI Research since November 2022, with prior experience as a Graduate Student at the Korea Advanced Institute of Science and Technology from October 2019 to February 2022, focusing on the robustness of Graph Neural Networks (GNN) and publishing work in AAAI 2021. Bae's background includes a role as a Machine Learning Engineer at Deargen from August 2017 to February 2019, where a significant publication in Cell Systems emerged, and a notable achievement of placing third in the NCI-CPTAC Proteomics ML Challenge 2017. Additionally, Bae served as a Visiting Researcher at the Tokyo Institute of Technology, presenting research on bilingual brain connectivity. Academic credentials include a Master of Science in Machine Learning from KAIST, a Bachelor’s degree from EPFL, and dual Bachelor's degrees in Biological Sciences and Computer Science from KAIST, complemented by early education at the Korea Science Academy of KAIST.