Semin Kim

B.S. Student in Applied Artificial Intelligence @Sungkyunkwan University

Deep Learning Engineer @SqueezeBits

Research Interests: Multimodal Learning, Efficient AI, Computer Vision, Machine Learning

Hello, I'm Semin Kim! I enjoy exploring diverse experiences, from research to real-world applications, to broaden my perspective. Through this journey, I aim to build a solid foundation for future work in AI.

Experience

SqueezeBits, Seoul, South Korea (May 2025 - Present)
- - Deep Learning Engineer
  - Working as a deep learning engineer specialized in Efficient LLM and Model Compression
Sungkyunkwan University, Seoul, South Korea (Sep 2024 - Apr 2025)
- - Undergraduate Research Intern (Advisor: Sungeun Hong)
  - AI & Media Lab [site]
  - Conducted a research on Multimodal Learning and Tactile Perception
Korea Institute of Science and Technology (KIST), Seoul, South Korea (Jul 2024 - Aug 2024)
- - Undergraduate Research Intern (Advisor: Junghyun Cho)
  - Visual Intelligence Group [site]
  - Conducted a research on 3D Vision

Education

Sungkyunkwan University, Seoul, South Korea (Mar 2022 - Present)
- - B.S. Student in Applied Artificial Intelligence
Seoul Global High School, Seoul, South Korea (Mar 2019 - Feb 2022)

Publications

RA-Touch: Retrieval-Augmented Touch Understanding with Enriched Visual Data
- Authors: Yoorhim Cho, Hongyeop Kim, Semin Kim, Youjia Zhang, Yunseok Choi, Sungeun Hong
- Proceedings of the 33rd ACM International Conference on Multimedia (ACMMM), 2025 | [Project page] | [paper] | [code]

Honors and Awards

brAIn Research Program (Feb 2025)
- - Grand Award (1st)
  - Conducted a research on efficient knowledge distillation methods for vision transformers [code]
2024-2 SKKU Co-Deep Learning Project (Jan 2025)
- - Excellence Award (2nd)
  - Developed a multimodal-based aphasia diagnosis and medical report generation service [code]

Extracurricular Activities

Tobig's (Jan 2024 - Jan 2025)
- - AI & Data Analysis Union Academic Club
  - Completed intensive regular session on machine learning and deep learning
  - Conducted two conference projects on Multimodal AI and Data Analysis
brAIn (Aug 2024 - Feb 2025)
- - Academic Club of AAI, SKKU
  - Studied advanced computer vision courses and participated in paper competition
COCO: (Mar 2024 - Jul 2024)
- - Academic Club of AAI, SKKU
  - Led an study group for machine learning course
ScopeLabs (Sep 2024 - Apr 2025)
- - Worked as a TA in several company-targeted Generative AI lectures
  - Delivered sessions for clients including: NongShim, KB Finance, Seoul Metropolitan Government, Taekwang

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