Woo Chang Kim
Scholar

Woo Chang Kim

Google Scholar ID: 7NmBs1kAAAAJ
Professor, Industrial and Systems Engineering, KAIST
Financial EngineeringPortfolio SelectionMachine LearningAlternative Investment
Google Scholar↗
Citations & Impact
All-time
Citations
1,443
 
H-index
22
 
i10-index
43
 
Publications
20
 
Co-authors
25
list available
Contact
No contact links provided.
Publications
6 items
Decision-focused Sparse Tangent Portfolio Optimization
2026
Cited
0
Prediction Loss Guided Decision-Focused Learning
2025
Cited
0
Contextual Scenario Generation for Two-Stage Stochastic Programming
2025
Cited
0
Transformer-based Stagewise Decomposition for Large-Scale Multistage Stochastic Optimization
International Conference on Machine Learning · 2024
Cited
2
Locally Convex Global Loss Network for Decision-Focused Learning
2024
Cited
0
Mean-Variance Efficient Collaborative Filtering for Stock Recommendation
arXiv.org · 2023
Cited
2
Resume (English only)
Co-authors
25 total
Yongjae Lee
Yongjae Lee
Associate Professor, UNIST IE & AIGS
Jang Ho Kim
Jang Ho Kim
Graduate School of Management of Technology, Korea University
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Hyunglip Bae
Hyunglip Bae
Ph.D, Industrial and Systems Engineering, KAIST
Co-author 7
Co-author 7
Sanghyeon Bae
Sanghyeon Bae
Korea Advanced Institute of Science and Technology (KAIST)