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Let me introduce myself! You can download the pdf file at the right top side of the button.
Basics
| Name | Sunghyun Lee |
| Label | Student |
| romanticbox@kaist.ac.kr | |
| Url | https://romanticbox.github.io/ |
| Summary | I am an incoming master candidate at KAIST, majoring in Artificial Intelligence. I am interested in Language-centered Multimodal AI and Computational Creativity. |
Work
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2024.02 - 2025.11 Internship as a Machine Learning Engineer and Research Assistant
KAI system
Developed a Machine Learning pipeline for Korean Factory Energy Management System (KFEMS) handling sequential data.
- Patent Pending
- Copyright registration pending
-
2023.12 - 2024.02 Internship as a Research Assistant
MindForge
Developed a Real-time 3D hand pose estimation model for HCI.
Education
-
2026.03 - 2028.02 Daejeon, Republic of Korea
Master
Korean Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
Artificial Intelligence
-
2020.03 - 2025.08 Seoul, Republic of Korea
Bachelor
Yonsei University, Seoul, Republic of Korea
Computer Science & French Language and Literature (Double Major, Summa Cum Laude)
- French Linguistics (Pragmatics, Syntax, Semantics, Morphology)
- French Literature
- French Culture and Society
- Machine Learning
- Deep Learning
- Natural Language Processing
- Computer Vision
- Data Structures & Algorithms
Awards
- 2025.08.29
- 2024.12.09
Yonsei GenAI contest 2024, silver prize
Yonsei University
AI-Powered Desktop PC Recommendation System with Conversational Interface
- 2021.02.01
Yonsei University Dean's List
Yonsei University
Dean's List for the academic year 2020 fall semester
- 2023.02.01
Yonsei University Dean's List
Yonsei University
Dean's List for the academic year 2022 fall semester
Certificates
| Microsoft Certified: Azure AI Fundamentals | ||
| Microsoft | 2023-08-11 |
| Military Service Completion | ||
| Republic of Korea Army | 2022-08-15 |
Publications
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2025.11.08 Do Language Models Associate Sound with Meaning? A Multimodal Study of Sound Symbolism
Association for the Advancement of Artificial Intelligence
Accepted in AAAI 2026 as Oral Presentation as co-lead author
-
2025.06.01 Speaking Beyond Language: A Large-Scale Multimodal Dataset for Learning Nonverbal Cues from Video-Grounded Dialogues
Association for Computational Linguistics
Accepted in ACL 2025 Main Conference as third author
-
2025.05.24 MAVL: A Multilingual Audio-Video Lyrics Dataset for Animated Song Translation
Empirical Methods in Natural Language Processing
Accepted in EMNLP 2025 Main Conference as co-second author
Skills
| Computer Science | |
| Python | |
| PyTorch | |
| TensorFlow | |
| Scikit-learn | |
| Computer Vision | |
| Natural Language Processing | |
| Machine Learning | |
| Deep Learning | |
| Data Science | |
| Data Preprocessing and Construction |
| French | |
| French linguistics (Pragmatics, Semantics, Syntax, Morphology) | |
| French literature (Video art, Poetry, Novel) |
Languages
| Korean | |
| Native speaker |
| English | |
| Native speaker |
| French | |
| Intermediate |
| Japanese | |
| Basic |
Interests
| Multimodal AI | |
| Multimodal AI | |
| AI with Linguistics | |
| 3D-Language Learning | |
| Multilingual AI |
| Computational Creativity | |
| Creative thinking of AI | |
| AI-assisted Creativity Tools | |
| Affective Computing | |
| Computational Social Science |
References
| Professor Yong Man Ro | |
| ivylab.kaist.ac.kr/people/professor |
| Professor Youngjae Yu | |
| yj-yu.github.io/home/ |
Projects
- 2025.08 - 2025.11
Implementing RAG LLM Service for Korean Factory Energy Management System (KFEMS)
Developed a RAG LLM service for Korean Factory Energy Management System (KFEMS) to provide energy management insights and recommendations.
- Implemented the prototype of internal RAG LLM service for FEMS.
- 2025.12 - Present