Peng Zhen
3 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
causal inference
(2)
representation learning
(2)
causal effect estimation
(1)
constrained optimization
(1)
bias correction
(1)
treatment effect
(1)
observational data
(1)
decision-focused learning
(1)
precision medicine
(1)
latent confounder
(1)
limited data
(1)
latent representation learning
(1)
dose-response curve
(1)
counterfactual outcome
(1)
balancing representation
(1)
long-term effect
(1)
Papers
DFF: Decision-Focused Fine-Tuning for Smarter Predict-Then-Optimize with Limited Data
AAAI 2025
Long-Term Individual Causal Effect Estimation via Identifiable Latent Representation Learning
IJCAI 2025
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation
AAAI 2024