Publications

A Benchmark for Presence-Uncertain Few-Shot Segmentation in Real-World Remote Sensing Scenarios

Youngtack Oh, Jeongwon Ryu, Minseok Seo and Young-Jae Park

IEEE Geoscience and Remote Sensing Letters (GRSL), 2026

From Script to Shot: A Benchmark for Grounding Screenplays in Movies

Jungu Cho, Young-Jae Park, Seong Jong Ha, Siyeol Kim, Seungho Park, Jisu Shin, Junmyeong Lee, Chaemin Hwang, Hyunjun Jung, Sangeyl Lee and Hae-Gon Jeon

European Conference on Computer Vision (ECCV), Sep 2026

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

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

Data-driven Precipitation Nowcasting Using Satellite Imagery

Young-Jae Park, Doyi Kim, Minseok Seo, Hae-Gon Jeon and Yeji Choi

The Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI), Feb 2025

Oral

What Makes Deviant Places?

Jin-Hwi Park*, Young-Jae Park*, Ilyung Cheong, Junoh Lee, Young Eun Huh and Hae-Gon Jeon

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Nov 2024

2025 National R&D Outstanding Research Achievement (Land, Infrastructure and Transport)

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

Young-Jae Park*, Minseok Seo*, Doyi Kim, Hyeri Kim, Sanghoon Choi, Beomkyu Choi, Jeongwon Ryu, Sohee Son, Hae-Gon Jeon and Yeji Choi

The Twelfth International Conference on Learning Representations (ICLR), May 2024

Spotlight · IITP Director's Award

High-fidelity 3D Human Digitization from Single 2K Resolution Images

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

Highlight · HumanTech Silver Prize · 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

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