Molei Liu
6 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Application Areas
(4)
Learning Paradigms
(3)
Learning Types
(3)
Optimization & Theory
(3)
Core AI
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Clinical
(1)
Mathematics
(1)
Representation
(1)
Keywords
covariate shift
(2)
transfer learning
(2)
false discovery rate
(1)
regularization
(1)
hypothesis testing
(1)
statistical testing
(1)
high-dimensional regression
(1)
importance weighting
(1)
multiple hypothesis testing
(1)
knowledge graph
(1)
conditional independence test
(1)
control variate
(1)
electronic health record
(1)
type i error
(1)
regression model
(1)
conditional randomization test
(1)
doubly robust estimation
(1)
model extraction
(1)
shrinkage estimation
(1)
between-study heterogeneity
(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
NeurIPS 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