Data-efficient surrogate modeling using meta-learning and physics-informed deep learning approaches. - Youngjoon Jeong; Sang-ik Lee; Jonghyuk Lee; Won Choi (Expert Syst. Appl., 2024)

Object-Centric World Model for Language-Guided Manipulation. - Youngjoon Jeong; Junha Chun; Soonwoo Cha; Taesup Kim (CoRR, 2025)

Sparse Imagination for Efficient Visual World Model Planning. - Junha Chun; Youngjoon Jeong; Taesup Kim (CoRR, 2025)