Research
I am interested in video understanding, studying how temporal dynamics and high-level semantics can be effectively modeled to enable downstream tasks such as video summarization and video retrieval.
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News
[2026.02] Our paper TripleSumm are accepted to ICLR 2026.
[2025.06] Our paper DisCoRD are accepted to ICCV 2025(Highlight).
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Publications
TripleSumm: Adaptive Triple-Modality Fusion for Video Summarization
Sumin Kim *, Hyemin Jung *, Mingu Kang *, Yejin Kim, Yoori Oh, Joonseok Lee
International Conference on Learning Representations (ICLR) 2026
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding
Jungbin Cho *, Junwan Kim *, Jisoo Kim, Minseo Kim, Mingu Kang, Seuneun Hong, Tae-Hyun Oh, Youngjae Yu
International Conference of Computer Vision (ICCV) 2025 (Highlight)
[projcet][arXiv]
Examination of Efficient Strategies on Knowledge Distillation Methods in Continual Learning
Euiseog Jeong *, Mingu Kang *, MyeongSeop Kim *, Eunil Park
Korean Institute of Information Scientists and Engineers (KIISE) 2024
[paper]
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Awards
Best Research Award
Top-rated research selected by industry and government-funded institutes evaluators.
SKKU IME Annual Research Review, Nov 2025
Minister of Employment and Labor Award
Developed an AI model to predict the likelihood of pregnancy success in infertile patients.
LG AI Research, Apr 2025
Minister of Science and ICT Award
Development of an AI model to detect the fake voice of the generating AI.
SW Centered University, Aug 2024
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Best Research Award
Top-rated research selected by industry and government-funded institutes evaluators.
SKKU IME Annual Research Review, Nov 2025
Excellence Award (Korea Energy Agency)
Development of a power consumption forecasting AI model.
Power Consumption Forecasting AI Competition, Sep 2025
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President’s Award, Institute for Information & Communications Technology Planning & Evaluation (IITP)
Developed AI models for paragraph-level classification to predict whether text is human-written or AI-generated, leveraging contextual clues within the same document for reliable detection of generative AI content.
IITP, Aug 2025
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Intelligent Multimedia Research Center Director’s Award
Developed prompts and retrieval-augmented generation strategies for fair and neutral responses based on biased context and user intent.
Sungkyunkwan University, Jun 2025
Minister of Employment and Labor Award
Developed an AI model to predict the likelihood of pregnancy success in infertile patients.
LG AI Research, Apr 2025
President’s List, High Student Success Performance
Selected as one of the Top 20 Students for Outstanding Achievement Across Sungkyunkwan Univ.
Sungkyunkwan Univ, Jan 2025
Korea Water Resources Corporation President Award
Development of an AI model that can accurately detect the abnormal timing and leakage section of the water supply network.
K-water, Dec 2024
Sungkyunkwan University brAIn Research Program Award
Conducted research on the image inpainting model, CoReaP: Collaborative Reconstruction with Assistive Priors.
Sungkyunkwan Univ, Feb 2025
Korea Agro-Fisheries Food Trade Corporation Award
Development of an AI model for agriculture price forecasting.
Ministry of Agriculture, Food and Rural Affairs, Nov 2024
Korea Computer Education President Award
Development of text-to-3D motion generation model and web production for rehabilitation exercise.
The Journal of Korean Association of Computer Education, Oct 2024
Hankuk University of Foreign Studies Presidential Award
Development of an AI model that classifies article categories from news title and text keywords.
Hankuk University of Foreign Studies, Oct 2024
SKKU Univ AI Director Award
Development of an AI model to detect illegal gambling advertisements on web pages.
Sungkyunkwan Univ, Sep 2024
National Institute of Korean Language Award
Development of an AI model to distinguish conversation context in Korean LLM.
National Institute of the Korean Language, Aug 2024
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Minister of Science and ICT Award
Development of an AI model to detect the fake voice of the generating AI.
SW Centered University, Aug 2024
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Dean’s List Award, High Scholastic Achievement
Top 1% for the fall semester 2023.
Sungkyunkwan Univ, Jul 2024
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Scholarship
Presidential Science Scholarship
Selected as one of the Top 60 nationwide for fostering world-class scientists in engineering.
President of the Republic of Korea, Feb 2024
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