Ruoxuan Xiong
11 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer π Renaissance Researcher (6) π Interdisciplinary Bridge π Conference Polyglot (5)
π
Academic Marathon
(5)
π
Cross-Pollinator
(12)
π
Grand Slam
π
Century Club
(11)
Conferences
ICML (5)
AAAI (3)
EMNLP (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
causal inference
(5)
treatment effect estimation
(2)
treatment effect
(2)
representation learning
(2)
distribution shift
(1)
knowledge representation
(1)
parameter estimation
(1)
statistical estimation
(1)
model misspecification
(1)
machine learning
(1)
message passing
(1)
data fusion
(1)
causal representation learning
(1)
network interference
(1)
moment feature
(1)
multimodal learning
(1)
counterfactual regression
(1)
clinical note
(1)
contrastive learning
(1)
time series analysis
(1)
Papers
Rethinking Causal Ranking: A Balanced Perspective on Uplift Model Evaluation
ICML 2025
Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness
EMNLP 2025
Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference
ICLR 2025
Generalizing Causal Effects from Randomized Controlled Trials to Target Populations across Diverse Environments
ICML 2025
Learning Shadow Variable Representation for Treatment Effect Estimation under Collider Bias
ICML 2024
Higher-Order Causal Message Passing for Experimentation with Complex Interference
NIPS 2024
Two-Stage Shadow Inclusion Estimation: An IV Approach for Causal Inference under Latent Confounding and Collider Bias
ICML 2024
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation
AAAI 2024
Stable Estimation of Heterogeneous Treatment Effects
ICML 2023
Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation
AAAI 2023
Stable Prediction with Model Misspecification and Agnostic Distribution Shift
AAAI 2020