AI Researcher & Software Engineer

As a co-founder of a startup for two years, I honed my skills as a software engineer, leveraging code and computing to tackle complex challenges.

Drawing from my entrepreneurial journey, I am now embarking on a new challenge: to transition into AI research, utilizing my background to contribute to advancements in artificial intelligence.

Research interests

• Efficient Decoding: Currently working on
• Large Language Models: ICLR’24, Pre-print
• Long Context Understanding: ICLR’24
• Tabular Learning: Pre-print

Experience

Chief Technology Officer

Weebut

Jan 2021 ~ Dec 2022

As co-founder and CTO, I managed product and technology

Undergraduate Research Intern

KAIST ALIN Lab

Jun 2020 ~ Dec 2020

KAIST AIPR Lab

Dec 2019 ~ Feb 2020

KAIST Data Mining Lab

Jul 2019 ~ Aug 2019

Publications

[P1] Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning (2024) (Under Review)

• Jaehyun Nam*, Kyuyoung Kim*, Seunghyuk Oh, Jihoon Tack, Jaehyung Kim, Jinwoo Shin

[C1] Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs (ICLR 2024)

• Seunghyuk Oh*, Woomin Song*, Sangwoo Mo, Jaehyung Kim, Sukmin Yun, Jung-Woo Ha, Jinwoo Shin

(C: conference, P: pre-print, *: equal contributions)

Education

Ph.D. in Artificial Intelligence

Korea Advanced Institute of Science & Technology

Sep 2024 ~ Sep 2027

M.S. in Artificial Intelligence

Korea Advanced Institute of Science & Technology

Sep 2023 ~ Aug 2024

B.S. in Electrical Engineering

Korea Advanced Institute of Science & Technology

Feb 2017 ~ Aug 2023

Projects

iN!T

Dec 2021 ~ Dec 2022

A senior assessment-based developer recruitment platform.

MEDIAR

Feb 2021 ~ Jun 2021

A computer vision-based lung cancer diagnosis solution.

Skills

Skills

<aside> <img src="/icons/info-alternate_gray.svg" alt="/icons/info-alternate_gray.svg" width="40px" /> CONTACT Contact Point: [email protected] Academic Purpose: [email protected]

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<aside> <img src="/icons/link_gray.svg" alt="/icons/link_gray.svg" width="40px" /> LINKS Google Scholar: https://scholar.google.com/citations?user=IXJcR1gAAAAJ&hl=en Github: https://github.com/seunghyukoh LinkedIn: https://www.linkedin.com/in/seunghyuk-oh-570347197

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