Deep Value Function Networks for Large-Scale Multistage Stochastic Programs. - Hyunglip Bae; Jinkyu Lee; Woo Chang Kim; Yongjae Lee (AISTATS, 2023)

Transformer-based Stagewise Decomposition for Large-Scale Multistage Stochastic Optimization. - Chanyeong Kim; Jongwoong Park; Hyunglip Bae; Woo Chang Kim (ICML, 2023)

ICLN: Input Convex Loss Network for Decision Focused Learning. - Haeun Jeon; Hyunglip Bae; Minsu Park; Chanyeong Kim; Woo Chang Kim (CoRR, 2024)

Locally Convex Global Loss Network for Decision-Focused Learning. - Haeun Jeon; Hyunglip Bae; Minsu Park; Chanyeong Kim; Woo Chang Kim (AAAI, 2025)