Mingzhou Liu
5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π§ Keyword Pioneer π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (10) π Cross-Pollinator (9)
π
Interdisciplinary Bridge
β
The Questioner
Conferences
ICML (3)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
causal inference
(1)
domain generalization
(1)
transfer learning
(1)
causal discovery
(1)
minimax optimization
(1)
time series
(1)
causal structure
(1)
causal mechanism
(1)
proxy variable
(1)
hidden variable
(1)
constraint-based algorithm
(1)
causal invariance
(1)
minimax learning
(1)
stable predictor
(1)
intervention function
(1)
Papers
Learning Causal Alignment for Reliable Disease Diagnosis
ICLR 2025
Bayesian Active Learning for Bivariate Causal Discovery
ICML 2025
Causal Discovery via Conditional Independence Testing with Proxy Variables
ICML 2024
Causal Discovery from Subsampled Time Series with Proxy Variables
NIPS 2023
Which Invariance Should We Transfer? A Causal Minimax Learning Approach
ICML 2023