Suhyun Kim
Education
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2024.03 - Present M.S. in Artificial Intelligence
Yonsei University - Advisor: Prof. Seong Jae Hwang
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2017.03 - 2023.08 B.S. in Physics & B.S. in Software and Computer Engineering
Ajou University
Research Interests
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Brain-AI Alignment
- Brain Decoding
- Multimodal Alignment
- Subject Invariance
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Self-Supervised Learning
- Foundation Models
- Domain-Specific Inductive Biases
Experience
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2023.03 - 2023.06 Intern, AI Engineer
NextLab - Cloud-based Vehicle Recognition System. Built a cloud training pipeline and optimized inference models for an automated parking management system.
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2022.07 - 2023.02 Research Intern
Biomedical Photonics Lab, Ajou University - Deep Learning for Hyperspectral Imaging. Designed physics-informed loss functions and synthetic spectral data to enhance the resolution of a hyperspectral imaging system.
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2021.09 - 2022.06 Research Intern
Computer System Lab, Ajou University - System Optimization. Analyzed memory-management overhead in Linux hierarchical memory systems and profiled performance bottlenecks.
Honors and Awards
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2025.02 - Present Baekam Foundation Scholarship
- External grant awarded for high future potential
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2024 YGF Scholarship
Yonsei University - Awarded for outstanding research potential
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2022 Encouragement Award, Physics Poster
Ajou University - Physics Poster Session; awarded by the Chair, Dept. of Physics
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2022 Blue Ladder Global Scholarship
MOE & KOSAF - Government-funded overseas training; selected as Student Representative
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2021 Excellence Award, AJOU SOFTCON
Ajou University - Research Division; awarded by the Director of the SW Education Center
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2017 - 2020 Lotte Foundation Scholarship
- Full-ride scholarship for high-potential undergraduates
Academic Service
- Conference Reviewer: ISBI 2026, ICML 2026
Teaching Experiences
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2024 Spring Teaching Assistant
Yonsei University - Deep Learning Introduction and Applications