Ruoxuan Xiong
11 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold
π
Grand Slam
π
Renaissance Researcher
(5)
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Century Club Β· Bronze
ποΈ
Keyword Collector
(67)
Venues
Top co-authors
Research topics
Artificial Intelligence
(8)
Machine Learning
(8)
Core AI
(8)
Core Methods
(6)
Learning Types
(5)
Knowledge & Reasoning
(4)
Application Areas
(4)
Reasoning
(4)
Optimization & Theory
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Representation
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Keywords
causal inference
(8)
treatment effect estimation
(4)
representation learning
(3)
counterfactual outcome
(2)
treatment effect
(2)
instrumental variable
(2)
shadow variable
(2)
collider bia
(2)
knowledge representation
(1)
machine learning
(1)
parameter estimation
(1)
distribution shift
(1)
generalization
(1)
causal effect
(1)
statistical estimation
(1)
hypothesis testing
(1)
model misspecification
(1)
network interference
(1)
moment feature
(1)
message passing
(1)
Papers
Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference
ICLR 2025
Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness
EMNLP 2025
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
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation
AAAI 2024
Higher-Order Causal Message Passing for Experimentation with Complex Interference
NeurIPS 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
Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation
AAAI 2023
Stable Estimation of Heterogeneous Treatment Effects
ICML 2023
Stable Prediction with Model Misspecification and Agnostic Distribution Shift
AAAI 2020