Woo Chang Kim
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
stagewise decomposition
(2)
multistage stochastic programming
(2)
convex optimization
(1)
value function
(1)
value function approximation
(1)
hierarchical model
(1)
surrogate loss
(1)
generalization
(1)
iteration complexity
(1)
cutting plane
(1)
decision-focused learning
(1)
black-box variational inference
(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 decision
(1)
logits
(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