Scholar
Woo Chang Kim
Google Scholar ID: 7NmBs1kAAAAJ
Professor, Industrial and Systems Engineering, KAIST
Financial Engineering
Portfolio Selection
Machine Learning
Alternative Investment
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Citations & Impact
All-time
Citations
1,443
H-index
22
i10-index
43
Publications
20
Co-authors
25
list available
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
Co-authors
7 total
Yongjae Lee
Associate Professor, UNIST IE & AIGS
Jang Ho Kim
Graduate School of Management of Technology, Korea University
Hyunglip Bae
Ph.D, Industrial and Systems Engineering, KAIST
Sanghyeon Bae
Korea Advanced Institute of Science and Technology (KAIST)
Woosung Koh
Trillion Labs, KAIST AI
Patrick Cheridito
ETH Zurich
Haeun Jeon
KAIST
