Mingzhou Liu
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(12)
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The Questioner
Venues
Top co-authors
Research topics
Keywords
proxy variable
(2)
causal inference
(2)
transfer learning
(1)
causal discovery
(1)
medical imaging
(1)
minimax optimization
(1)
time series
(1)
hypothesis testing
(1)
dynamic programming
(1)
causal structure
(1)
bayesian active learning
(1)
causal mechanism
(1)
intervention strategy
(1)
continuous variable
(1)
counterfactual generation
(1)
hidden variable
(1)
causal relationship
(1)
disease diagnosis
(1)
constraint-based algorithm
(1)
bayes factor
(1)
Papers
Bayesian Active Learning for Bivariate Causal Discovery
ICML 2025
Learning Causal Alignment for Reliable Disease Diagnosis
ICLR 2025
Causal Discovery via Conditional Independence Testing with Proxy Variables
ICML 2024
Causal Discovery from Subsampled Time Series with Proxy Variables
NeurIPS 2023
Which Invariance Should We Transfer? A Causal Minimax Learning Approach
ICML 2023