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PERSONAL INFORMATION
PERSONAL INFORMATION
김도훈(Dohoon Kim) [Notion (Official Homepage), LinkedIn]
M.S./Ph.D. Student in Seoul National University(SNU)
M.IN.D Lab (Advisor: Taesup Moon)
Research Interest : Efficient / Effective Transfer of Pre-trained model
Parameter-Efficient Fine-Tuning (PEFT)
Domain-Adaptive Pre-training of LLMs and MLLMs
PUBLICATION
PUBLICATION
PRISP: Privacy-Safe Few-Shot Personalization via Lightweight Adaptation
Junho Park*, Dohoon Kim*, and Taesup Moon (* Equal contribution)
Oral Presentation, The 64th Annual Meeting of the Association for Computational Linguistics (ACL), 2026.
DoMIX: An Efficient Framework for Exploiting Domain Knowledge in Fine-Tuning
Dohoon Kim, Donghun Kang, and Taesup Moon
The 63rd Annual Meeting of the Association for Computational Linguistics (ACL), 2025.
MAFA: Managing False Negatives for Vision-Language Pre-training
Jaeseok Byun*, Dohoon Kim*, and Taesup Moon (* Equal contribution)
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2024.
EDUCATION
EDUCATION
M.S./Ph.D. course [2022.03 ~ ]
Department of Electrical and Computer Engineering, Seoul National University(SNU)
B.S.[2015.03 ~ 2022.02]
[GPA 4.01/4.3] Department of Mechanical and Aerospace Engineering, Seoul National University(SNU)
[GPA 3.93/4.3] Department of Computer Science and Engineering, Seoul National University(SNU)
AWARDS AND SCHOLARSHIP
AWARDS AND SCHOLARSHIP
[2025.11] Qualcomm Innovation Fellowship Korea 2025 (Winner)
Selected as a recipient of the Qualcomm Innovation Fellowship Korea
[2022.02] SNU Summa Cum Laude
Dept. of Mechanical and Aerospace Engineering, Seoul National University
[2015 ~ 2016] National Science and Engineering Scholarship
Korea Student Aid Foundation (KOSAF)
Full tuition scholarship
[2016 ~ 2017] Nonghyup Scholarship
Nonghyup Foundation
EXPERIENCES
EXPERIENCES
[2025.09 ~ 2026.02] Research Engineer @ LG AI Research, EXAONE Lab
Vision-Language Models (VLMs) engineering
[2025.01 ~ 2025.02] Visiting Researcher @ Tsachy Weissman Group
Dept. of Electrical Engineering, Stanford University
[2022.03 ~ ] Teaching Assistant (Programming Methodology)
Dept. of Electrical and Computer Engineering, Seoul National University
[2021.07 ~ 2022.02] Research Intern @ Machine Intelligence and Data Science(M.IN.D) Lab
Dept. of Electrical and Computer Engineering, Seoul National University
[2021.01 ~ 2021.02] Research Intern @ Architecture and Code Optimization(ARC) Lab
Dept. of Computer Science and Engineering, Seoul National University
[2020.07 ~ 2020.08] Research Intern @ Human Centered Computing(HCC) Lab
Graduate School of Convergence Science and Technology, Seoul National University
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