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šš» Hi, Iām Jeongyoun Kwon (ź¶ģ ģ°).Ā
I am a researcher with a background in Media Communication and a strong interest in AI-driven humanācomputer interaction. My work focuses on understanding how people perceive multimodal information and designing AI systems that enhance human experience in meaningful and ethical ways.
My broader research interests include:
- Multimodal HCI
- LLM Agents
I aim to contribute to research that connects advanced machine learning with real-world human perceptionāespecially in contexts where physical interaction, feedback, and multimodal interpretation play a central role.
Thank you for taking the time to visit!
2019.03 ~ 2026.02Ā Chung-Ang University [ģ¤ģėķźµ]
( Media & Communication, Technology Art ) (4.11 / 4.5)
Awards / HonorsĀ
Awards / HonorsĀ
CAU Undergraduate Fellowship Dean's List ( 2023 Fall )Ā
Award from the Ministry of Science and ICT : ź³¼ķźø°ģ ģ ė³“ķµģ ė¶ ģ„ź“ģ ( 2023 Fall )
PapersĀ
PapersĀ
#Large Language ModelĀ #Data construction
MathBridge: A Large Corpus Dataset for Translating Spoken Mathematical Expressions into $ LaTeX $ Formulas for Improved ReadabilityĀ
Kyudan Jung*, Sieun Hyeon*, Jeong Youn Kwon, Nam-Joon Kim, Hyun Gon Ryu, Hyuk-Jae Lee, Jaeyoung Do
https://arxiv.org/pdf/2408.07081
#Large Language ModelĀ #Transformer
Analysis of Transformer Decoder Architecture and KV Cache Behavior During LLM InferenceĀ
#LLM AgentsĀ #Multi-Agent framework
Belief in authority: Impact of authority in Multi-Agent Evaluation FrameworkĀ
Junhyeok Choi*, Jeong Youn Kwon*, Heeju Kim, Haeun Cho, Hayeong Jung, Sehee Min, Bugeun KimĀ
: AAAI phase 1 accept but rejected
ProjectsĀ
ProjectsĀ
Award from the Ministry of Science and ICT ( ź³¼ķģ ė³“ķµģ źø°ģ ė¶ ģ„ź“ģ )Ā
Hearing-impaired parents face unique challenges in caring for their infantsāespecially when it comes to recognizing and understanding why their baby is crying. They may not even realize the baby is crying, let alone determine the cause, such as hunger, tiredness, discomfort, or pain.
Baby cry sound classificationĀ
[1] Baby Cry Detection [ YamNet ]Ā
[2] Baby Cry classification [ ResNet-50 fine-tuning ]
As the team leader, I was responsible for the entire development processāfrom ideation and sound data processing to model training and interface design.Ā
We proudly won the grand prize for this project.
https://github.com/Hear-is-Hear-ease
Project from Seoul National UniversityĀ
Visually impaired users rely on Braille to access written information, but standard literary Braille lacks support for complex mathematical notation. Nemeth Braille was specifically developed for this purpose ; however, switching between Nemeth and standard Braille in mixed-content texts presents a significant accessibility challenge.
Math Audio to Braille Converter
Math Audio to Braille Converter
Ā This project addresses that issue by:
[1] speech -> text [ whisper ]Ā
[2] mathematical text detectionĀ [ LLama fine-tuning ]
[3] mathematical text -> nemeth braille , text -> brailleĀ
Ā The ultimate goal is to empower visually impaired students and professionals to read both mathematical and general content in a unified and accessible Braille format.
Self-Learning JourneyĀ
Self-Learning JourneyĀ
Despite majoring in Media & Communication and Technology Art, Iāve never let disciplinary boundaries limit my growth. Instead, Iāve consistently stepped out of my comfort zone to explore new academic and technical fieldsādriven purely by curiosity and passion.Ā
AI
I have taken and audited multiple AI courses at CAU, including mathematical courses, computer vision, and natural language processing. Additionally, I have independently studied a wide range of tools and concepts, such as:
Vision-Language Models
LLM Agents
Large Language Models
Reinforcement Learning
Computer ScienceĀ
I have taken multiple computer science courses at CAU while pursuing an Interdisciplinary Major in Technology and Art, covering foundational topics such as data structures and algorithms. I achieved an overall GPA of 4.0 and gained strong problem-solving and computational thinking skills through these courses.
Language & Culture
Wanting to understand French media and culture more deeply, I voluntarily enrolled in French major courses outside of my curriculum.
You can see my learning Journey on my Velog.Ā
This journey is far from overābut what drives me is clear: a genuine love for learning, and a refusal to be limited by whatās expected from my major.
Research Experience
Research Experience
2024.07 ~ 2025.02Ā Undergraduate Research Intern
Computer Architecture and Parallel Processing Lab, Seoul National University
engaged in the study of end-to-end framework : converting voices into Nemeth and braille
engaged in the paper for constructing dataset : converting Latex Formula into spoken math
engaged in the paper for analyzing transformer decoder architecture
Extra Curricular ActivitiesĀ
Extra Curricular ActivitiesĀ
2023.03~2023.12 Committee Member
Data Analysis Association Dart-B, Chung-Ang University
https://www.instagram.com/dart_b_official/
Ā As an active member of the operations team, I played a key role in organizing and leading our regular data analysis workshops. I created learning materials, and gave hands-on lessons covering statistical concepts and tools.
2022.09 ~ 2023.09Ā Student Advisor
Office of International Affairs, Chung-Ang University
I communicated directly with coordinators from over 20 partner universities, handling all online correspondence for a short-term exchange program.
Ā I was also responsible for overseeing and supporting approximately 100 international students, assisting with orientation, daily logistics, and overall program coordination. Through this role, I helped ensure a smooth and welcoming experience for students from diverse cultural backgrounds.
2022.01 ~ 2023.01 Online Mentor
EBS ( Korean Education Broadcasting System )
I dedicated over 80 hours to mentoring high school students who were struggling with English, Math, and career planning.
Beyond academic tutoring, I focused on building studentsā confidence, helping them set achievable goals, and offering personalized guidance tailored to their individual needs. By fostering a supportive learning environment, I was able to make a meaningful impact on both their academic performance and their outlook on future possibilities.
Skills
Skills
Library
PyTorch
Numpy
Language
Korean : Native
English : Professional Working Proficiency
French : Intermediate
Japanese : Basic
Platforms & Languages
Python
JavaScript
React
Node.js
MySQL
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