Research interests
Multimodal Fusion
Robust & Interpretable AI
Research Experiences
Mar 2026 — Present
Seoul National University
Research Intern
Conducting research on video understanding and multimodal fusion.
Jul 2025 — Jan 2026
Sungkyunkwan University
Research Intern
Conducted research on large language models and multimodal fusion.
Dec 2024 — Jul 2025
Sungkyunkwan University
Research Intern
Conducted research on predictive modeling using natural language processing.
Publications
MoSE: A Mixture of Strategies Framework for Emotional Support Conversation
Preprint 2026
A Multi-Domain News Comment–Based Anxiety Index for Stock Price Forecasting
Preprint 2025
Analyzing Political Bias in Korean Online Communities Using a Sentiment Analysis Model Based on Soft Voting of KcBERT and KcELECTRA
International Telecommunications Policy Review (ITPR) 2025
* Equal contribution. † Corresponding author.
Honors & Awards
Jun 2026
Dean's Award
College of Computing and Informatics, Sungkyunkwan University
Authored a paper on AI-generated evidence verification framework · Convergence Academic Festival
May 2026
Dean's List Award
College of Computing and Informatics, Sungkyunkwan University
Recognized for outstanding academic performance and ranked in the top 1% in Fall 2025.
Jan 2026
Director's Award
Center for Innovative Higher Education, Sungkyunkwan University
Authored a paper on a reliability-aware LiDAR–Camera BEV fusion module · Co-Deep Learning Project
Dec 2025
Best Paper Award
Korean Regional Science Association
Authored a paper on residents' perception differences under social mix housing allocation strategies · Fall Conference of KRSA
Nov 2025
President's Award
Korea University AI Academic Society
Development of a video summarization model using a Global-to-Local and Local-to-Global attention ensemble · Datathon of the National Center of Excellence in Software, Korea University
Oct 2025
Dean's Award
College of Education, Sungkyunkwan University
Development of a high-fidelity tax advisory AI system · 5th Sungkyunkwan University AI Hackathon
Sep 2025
Excellence Award
Korea Energy Agency
Development of a power consumption forecasting AI model · Power Consumption Forecasting AI Competition
Aug 2025
President's Award
Institute for Information & Communications Technology Planning & Evaluation
Development of an AI model to detect LLM-generated text. Winner of the Popularity Award · SW-Centered University Digital Competition: AI Sector
May 2025
Chairman's Award
DB Kim Jun Ki Cultural Foundation
Authored a paper applying sentiment analysis to bond investment behavior · 15th DB Insurance & Finance Contest
Aug 2023
Commissioner's Award
Korea Intellectual Property Office
Designed an AI-based system for mitigating acoustic noise in naval propulsion and maneuvering · National Defense Conundrum Solution Idea Competition
3 of 10 honors shown
Scholarships
Mar 2025 — Present
Presidential Science Scholarship
President of the Republic of Korea
One of 60 nationally selected science and engineering students awarded full tuition and research funding.
Aug 2024
Academic Excellence Scholarship for 2024 Spring Semester
College of Computing and Informatics, Sungkyunkwan University
Achieved a 4.50/4.50 GPA for 17 Credits.
Feb 2024
Student Success Scholarship (Leader)
Sungkyunkwan University
Granted in recognition of leadership, initiative, and student engagement.
Mar 2023 — Feb 2025
YulGok Scholarship
Sungkyunkwan University
Awarded for 4 consecutive semesters based on outstanding academic achievement at admission.
1 of 4 scholarships shown