Young-Jae Park (박영재)
Young-Jae Park (박영재)
Assistant Professor, Kwangwoon University
youngjae.park [at] kw.ac.kr
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Research Interests
Research Interests
My research interest is dedicated to AI for Social Good, with a strong focus on computer vision and machine learning to develop robust, generalizable methodologies that address complex real-world challenges. I am particularly interested in interdisciplinary approaches that integrate insights from diverse domains to design intelligent systems capable of creating meaningful societal impact.
Publications
Publications
VideoTitans: Scalable Video Prediction with Integrated Short- and Long-term Memory
Young-Jae Park, Minseok Seo and Hae-Gon Jeon
The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS), Dec 2025
[Paper]
Harnessing language models for computational literature review of emerging AI topics
Jaemin Chung, Byeongki Jeong, Young-Jae Park, Hwihun Jeong, Jiho Lee, Janghyeok Yoon and Jaewoong Choi
Information Processing & Management (IPM), Nov 2025 [Impact Factor: 7.4]
[Paper]
Data-driven Precipitation Nowcasting Using Satellite Imagery Oral
Young-Jae Park, Doyi Kim, Minseok Seo, Hae-Gon Jeon and Yeji Choi
The Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI), Feb 2025
[Paper]
What Makes Deviant Places?
Jin-Hwi Park*, Young-Jae Park*, Ilyung Cheong, Junoh Lee, Young Eun Huh and Hae-Gon Jeon (*equally contributed)
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Nov 2024 [Impact Factor: 20.8]
- Outstanding Research Achievement of the National R&D of Land, Infrastructure and Transport (2025년 국토교통 R&D 우수논문 20선 선정)
[Paper]
SingularTrajectory: Universal Trajectory Predictor using Diffusion Model
Inhwan Bae, Young-Jae Park and Hae-Gon Jeon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024
Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data Spotlight
Young-Jae Park*, Minseok Seo*, Doyi Kim, Hyeri Kim, Sanghoon Choi, Beomkyu Choi, Jeongwon Ryu, Sohee Son, Hae-Gon Jeon and Yeji Choi (*equally contributed)
The Twelfth International Conference on Learning Representations (ICLR), May 2024
- Director's Award, Institute for Information & Communication Technology Planning & Evaluation (정보통신기획평가원 원장상)
High-fidelity 3D Human Digitization from Single 2K Resolution Images Highlight
Sang-Hun Han, Min-Gyu Park, Ju Hong Yoon, Ju-Mi Kang, Young-Jae Park and Hae-Gon Jeon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2023
- Silver Prize, 29th HumanTech Paper Award, Samsung Electronics Co., Ltd.
- Qualcomm Innovation Fellowship Korea 2023
DevianceNet: Learning to Predict Deviance from A Large-scale Geo-tagged Dataset
Jin-Hwi Park*, Young-Jae Park*, Junoh Lee and Hae-Gon Jeon (*equally contributed)
The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI), Feb 2022
A Deep Learning-based Time Series Model with Missing Value Handling Techniques to Predict Various Types of Liquid Cargo Traffic
Sunghoon Lim, SunJun Kim, Young-Jae Park and Nahyun Kwon
Expert Systems with Applications (ESWA), Dec 2021 [Impact Factor: 8.665]
Awards & Honors
Awards & Honors
Outstanding Research Award, Ministry of Science and ICT, Korea (과학기술정보통신부 장관상), Feb 2026
12th Sunseom Scholarship, Development Foundation, GIST, Nov 2025
Doctoral Colloquium, Korean Conference on Computer Vision (KCCV 2025), Aug 2025
Program Committee, Association for the Advancement of Artificial Intelligence (AAAI 2026), July 2025
Outstanding Reviewer (Top 5%), Conference on Computer Vision and Pattern Recognition (CVPR 2025), Jun 2025
Director's Award, Institute for Information & Communication Technology Planning & Evaluation (정보통신기획평가원 원장상), Aug 2024
International Computer Vision Summer School (ICVSS 2024), Jul 2024
1st place, GeoPlaces Challenge, ICCV workshop on Robust Computer vision Across Geographies, Oct 2023
2nd place, GeoImnet Challenge, ICCV workshop on Robust Computer vision Across Geographies, Oct 2023
Silver prize, 29th HumanTech Paper Award, Samsung Electronics Co., Ltd., Feb 2023
KIIE 15th College Project Competition, Silver Prize, Korea Institute of Industrial Engineers, Nov 2019
KSIE 16th College Project Competition: Excellence Prize, Society of Korea Industrial and Systems Engineering, May 2019
Academic Services
Academic Services
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025,2026
International Conference on Learning Representations (ICLR), 2025,2026
The Annual Conference on Neural Information Processing Systems (NeurIPS), 2025
European Computer Vision Association (ECCV), 2026
The Annual AAAI Conference on Artificial Intelligence (AAAI), 2026
British Machine Vision Conference (BMVC), 2026
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
Transactions on Machine Learning Research (TMLR)
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