Molei Liu
6 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Interdisciplinary Bridge π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(12)
π₯
Unstoppable
(5)
Conferences
JMLR (3)
ICML (2)
NIPS (1)
Top co-authors
Research topics
Keywords
covariate shift
(2)
semi-supervised learning
(1)
false discovery rate
(1)
transfer learning
(1)
hypothesis testing
(1)
statistical testing
(1)
high-dimensional regression
(1)
importance weighting
(1)
multiple hypothesis testing
(1)
conditional independence test
(1)
control variate
(1)
type-i error
(1)
electronic health record
(1)
conditional randomization test
(1)
doubly robust estimation
(1)
between-study heterogeneity
(1)
interaction effect
(1)
semi-non-parametric model
(1)
nuisance model
(1)
prior adaptive
(1)
Papers
CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition
ICML 2025
Knowledge-Guided Wasserstein Distributionally Robust Optimization
ICML 2025
Covariate Shift Corrected Conditional Randomization Test
NIPS 2024
Augmented Transfer Regression Learning with Semi-non-parametric Nuisance Models
JMLR 2023
Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping
JMLR 2022
Integrative High Dimensional Multiple Testing with Heterogeneity under Data Sharing Constraints
JMLR 2021