Woo Chang Kim
5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICML (3)
AAAI (1)
AISTATS (1)
Top co-authors
Keywords
multistage stochastic programming
(2)
stagewise decomposition
(2)
value function
(1)
value function approximation
(1)
surrogate loss
(1)
cutting plane
(1)
decision-focused learning
(1)
input convex neural network
(1)
neural network
(1)
stochastic programming
(1)
multistage stochastic optimization
(1)
transformer-based method
(1)
stochastic dual dynamic programming
(1)
stochastic optimization
(1)
stochastic decision
(1)
convex optimization
(1)
Papers
Locally Convex Global Loss Network for Decision-Focused Learning
AAAI 2025
Learning to Scale Logits for Temperature-Conditional GFlowNets
ICML 2024
Provably Scalable Black-Box Variational Inference with Structured Variational Families
ICML 2024
Deep Value Function Networks for Large-Scale Multistage Stochastic Programs
AISTATS 2023
Transformer-based Stagewise Decomposition for Large-Scale Multistage Stochastic Optimization
ICML 2023