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Seunghyuk Oh
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SeunghyukOh
AI Researcher & Software Engineer

Hello, I'm Seunghyuk Oh

I am a second-year Ph.D. student at the Algorithmic Intelligence Laboratory (ALIN Lab), under the supervision of Prof. Jinwoo Shin  at the Korea Advanced Institute of Science and Technology (KAIST). In 2023, I earned my B.S. in Electrical Engineering with minors in Computer Science and Industrial & Systems Engineering from KAIST.

Previously, as a co-founder of a startup, I honed my skills as a software engineer, using technology to tackle complex challenges. This entrepreneurial journey ignited my passion for artificial intelligence, leading me to transition into AI research. Now, I’m dedicated to contributing to the advancement of AI by merging my practical experience with academic research.

Publication

  1. [W1] Sparsified State-Space Models are Efficient Highway Networks
    NeurIPS 2024 ENLSP (Oral)
    Woomin Song*
    Jihoon Tack
    Sangwoo Mo
    Seunghyuk Oh
    Jinwoo Shin
  2. [C2] Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning
    NeurIPS 2024
    Jaehyun Nam*
    Kyuyoung Kim*
    Seunghyuk Oh
    Jihoon Tack
    Jaehyung Kim
    Jinwoo Shin
  3. [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, W: Workshop, P: Pre-print, *: Equal contribution

Work Experience

  1. Chief Technology Officer
    Weebut
    2021.01 ~ 2022.12

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

  2. Undergrad. Research Intern
    KAIST ALIN Lab
    2020.06 ~ 2020.12
    https://alinlab.kaist.ac.kr
  3. Undergrad. Research Intern
    KAIST AIPR Lab
    2019.12 ~ 2020.01
    https://ailab.kaist.ac.kr/
  4. Undergrad. Research Intern
    KAIST Data Mining Lab
    2019.07 ~ 2019.08
    https://sites.google.com/view/kaistdata/home

Education

  1. Ph.D. in Artificial Intelligence
    Korea Advanced Institute of Science & Technology
    2023.9 ~  On Going

    Advisor: Jinwoo Shin

  2. B.S. in Electrical Engineering
    Korea Advanced Institute of Science & Technology
    2017.02 ~ 2023.08

    Minor in Computer Science and Industrial & Systems Engineering

Projects

  1. iN!T
    A senior assessment-based developer recruitment platform.
    2021.02 ~ 2022.12
    https://www.venturesquare.net/859963
  2. MEDIAR
    A computer vision-based lung cancer diagnosis solution.
    2021.02 ~ 2021.06
    https://platum.kr/archives/160941