Baohong Li
5 papers · 2024–2025 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Keywords
collider bia
(3)
shadow variable
(2)
treatment effect estimation
(2)
causal inference
(2)
causal effect
(1)
randomized controlled trial
(1)
evaluation metric
(1)
instrumental variable
(1)
doubly robust
(1)
counterfactual outcome
(1)
out of distribution
(1)
latent confounding
(1)
uplift modeling
(1)
separating set
(1)
counterfactuals
(1)
bias
(1)
generative adversarial model
(1)
representative data
(1)
residual treatment
(1)
environmental shift
(1)
Papers
Generalizing Causal Effects from Randomized Controlled Trials to Target Populations across Diverse Environments
ICML 2025
Rethinking Causal Ranking: A Balanced Perspective on Uplift Model Evaluation
ICML 2025
A Generative Approach for Treatment Effect Estimation under Collider Bias: From an Out-of-Distribution Perspective
ICML 2024
Learning Shadow Variable Representation for Treatment Effect Estimation under Collider Bias
ICML 2024
Two-Stage Shadow Inclusion Estimation: An IV Approach for Causal Inference under Latent Confounding and Collider Bias
ICML 2024