About Me
I’m a research scientist at Twelve Labs developing multi-modal AI that understands videos. I did my Master’s degree at KAIST, under the supervision of Prof. Eunho Yang.
My research interest includes:
- Multi-modal representation learning
- Data-centric AI
- Generative model
Work Experiences
- Research Scientist, Twelve Labs, Seoul, South Korea (Apr 2024 - Present)
- Research Scientist, Riiid, Seoul, South Korea (Mar 2022 - Apr 2024)
- Research Intern, Socar, Seoul, South Korea (Oct 2021 - Feb 2022)
- Research Intern, KIXLAB, Daejon, South Korea (Jan 2019 - May 2019)
- Research Intern, Dutt’s Research Group(DRG), Irvine, USA (Jun 2018 – Dec 2018)
Preprints
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ScoreCL: Augmentation-Adaptive Contrastive Learning via Score-Matching Function [paper]
Jin-Young Kim*, Soonwoo Kwon*, Hyojun Go*, Yunsung Lee, Seungtaek Choi
Arxiv 2023 -
Denoising Task Difficulty-based Curriculum for Training Diffusion Models [paper]
Jin-Young Kim*, Hyojun Go*, Soonwoo Kwon, Hyun-Gyoon Kim
Arxiv 2024
Conference Publications
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BIPED: Pedagogically Informed Tutoring System for ESL Education [paper]
Soonwoo Kwon, Sojung Kim, Minju Park, Seunghyun Lee, Kyuseok Kim
ACL 2024 -
Empowering Personalized Learning through a Conversation-based Tutoring System with Student Modeling [paper]
Minju Park, Sojung Kim, Seunghyun Lee, Soonwoo Kwon, Kyuseok Kim
CHI Late-Breaking Work 2024 -
Addressing Selection Bias in Computerized Adaptive Testing: A User-Wise Aggregate Influence Function Approach [paper]
Soonwoo Kwon*, Sojung Kim*, Seunghyun Lee, Jin-Young Kim, Suyeong An, Kyuseok Kim
CIKM 2023 -
How Older Adults Use Online Videos for Learning [paper]
Seoyoung Kim, Donghoon Shin, Jeongyeon Kim, Soonwoo Kwon, Juho Kim
CHI 2023
Education
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M.S. in Graduate School of AI, Korea Advanced Institute of Science and Technology (KAIST), Sep 2019 - Aug 2021
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B.S. in Computer Science and Mathematics, Chung-Ang University (CAU), Mar 2014 - Aug 2019