- Our paper QLVSumm was accepted to NeurIPS 2026.
- Our paper TripleSumm was accepted to ICLR 2026.
- Our paper DisCoRD was accepted to ICCV 2025 as a Highlight.
News
Publications
Do Not Stop at Frame Scoring: Enabling End-to-end Training for Video Summarization
Preprint2026
From Matching to Reasoning: Query-Aware Long Video Summarization
Conference on Neural Information Processing Systems (NeurIPS), 2026.
DRUM: Dense Reliability Utilization Module for Robust Autonomous Driving Perception
Preprint2026
Do Not Stop at Frame Scoring: Enabling End-to-end Training for Video Summarization
Preprint2026
From Matching to Reasoning: Query-Aware Long Video Summarization
Conference on Neural Information Processing Systems (NeurIPS), 2026.
* Equal contribution. † Corresponding author.
Patents
Video Summarization Method and Computer Apparatus for the Same
Korean patent application filed May 2026 (application number pending)
Inventors: Mingu Kang, Sumin Kim, Hyemin Jeong, Yejin Kim, Yoori Oh, Joonseok Lee
Projects
Sep 2026 – Present
Building Foundation Models and Evaluation Benchmarks for Video Summarization
NRF Basic Science Research Program
Selected for the 2026 Basic Science Research Program funded by the National Research Foundation of Korea. Leading research on foundation models and evaluation benchmarks for video summarization using multimodal data.
Research Experiences
Present
Seoul National University Seoul, South Korea
M.S./Ph.D. Student
Previously
KAIST Graduate School of AI Seoul, South Korea
Research Intern
Previously
Sungkyunkwan University Suwon, South Korea
Research Intern
Honors & Awards
Sep 2026
LG AI Research President's Award
LG AI Research
Developed an AI model to predict pitch-control success probabilities.
Nov 2025
Best Research Award
SKKU IME Annual Research Review
Top-rated research selected by industry and government-funded institute evaluators.
Aug 2025
President's Award, Institute for Information & Communications Technology Planning & Evaluation (IITP)
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.
Apr 2025
Minister of Employment and Labor Award
LG AI Research
Developed an AI model to predict the likelihood of pregnancy success in infertile patients.
Aug 2024
National Institute of Korean Language Award
National Institute of the Korean Language
Developed an AI model to distinguish conversation context in Korean LLMs.
Aug 2024
Minister of Science and ICT Award
SW Centered University
Developed an AI model to detect fake voice generated by AI.
Sep 2026
LG AI Research President's Award
LG AI Research
Developed an AI model to predict pitch-control success probabilities.
Sep 2026
Nov 2025
Best Research Award
SKKU IME Annual Research Review
Top-rated research selected by industry and government-funded institute evaluators.
Sep 2025
Aug 2025
President's Award, Institute for Information & Communications Technology Planning & Evaluation (IITP)
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.
Jun 2025
Intelligent Multimedia Research Center Director's Award
Sungkyunkwan University
Developed prompts and retrieval-augmented generation strategies for fair and neutral responses based on biased context and user intent.
Apr 2025
Minister of Employment and Labor Award
LG AI Research
Developed an AI model to predict the likelihood of pregnancy success in infertile patients.
Jan 2025
President's List, High Student Success Performance
Sungkyunkwan University
Selected as one of the Top 20 students for outstanding achievement across Sungkyunkwan University.
Dec 2024
Korea Water Resources Corporation President Award
K-water
Developed an AI model that can accurately detect abnormal timing and leakage sections of the water supply network.
Feb 2025
Sungkyunkwan University brAIn Research Program Award
Sungkyunkwan University
Conducted research on the image inpainting model, CoReaP: Collaborative Reconstruction with Assistive Priors.
Nov 2024
Korea Agro-Fisheries Food Trade Corporation Award
Ministry of Agriculture, Food and Rural Affairs
Developed an AI model for agriculture price forecasting.
Oct 2024
Korea Computer Education President Award
The Journal of Korean Association of Computer Education
Developed a text-to-3D motion generation model and web production for rehabilitation exercise.
Oct 2024
Hankuk University of Foreign Studies Presidential Award
Hankuk University of Foreign Studies
Developed an AI model that classifies article categories from news title and text keywords.
Sep 2024
SKKU Univ AI Director Award
Sungkyunkwan University
Developed an AI model to detect illegal gambling advertisements on web pages.
Aug 2024
National Institute of Korean Language Award
National Institute of the Korean Language
Developed an AI model to distinguish conversation context in Korean LLMs.
Aug 2024
Minister of Science and ICT Award
SW Centered University
Developed an AI model to detect fake voice generated by AI.
Jul 2024
Dean's List Award, High Scholastic Achievement
Sungkyunkwan University
Top 1% for the fall semester 2023.
Fellowships & Scholarships
Mar 2026
Master's Excellence Scholarship (Science and Engineering)
Korea Student Aid Foundation
Selected as a scholarship recipient for outstanding master's students in science and engineering.
Sep 2026
NRF Graduate Research Encouragement Grant
National Research Foundation of Korea
Selected for graduate research funding in video summarization.
Feb 2024
Presidential Science Scholarship
President of the Republic of Korea
Selected as one of the Top 60 nationwide for fostering world-class scientists in engineering.
Academic Services
2026
Reviewer
Conference on Neural Information Processing Systems (NeurIPS)
BibTeX