Yiyan Huang
7 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(13)
π
Keyword Champion
(2)
Top co-authors
Research topics
Keywords
causal inference
(5)
policy evaluation
(2)
treatment effect
(2)
inverse probability weighting
(2)
credit risk
(2)
distributionally robust optimization
(2)
offline policy learning
(2)
regret bound
(1)
minimax lower bound
(1)
propensity score
(1)
selection bia
(1)
wasserstein barycenter
(1)
conditional average treatment effect
(1)
continuous treatment
(1)
inverse propensity weighting
(1)
doubly robust estimation
(1)
double machine learning
(1)
covariate balancing
(1)
text comprehension
(1)
credit line
(1)
Papers
Wasserstein Policy Learning for Distributional Outcomes
COLT 2026
Distributionally Robust Policy Evaluation and Learning for Continuous Treatment with Observational Data
AAAI 2025
The Causal Impact of Credit Lines on Spending Distributions
AAAI 2024
Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect Estimators
NeurIPS 2024
Towards Balanced Representation Learning for Credit Policy Evaluation
AISTATS 2023
The Causal Learning of Retail Delinquency
AAAI 2021
Inquisitive Question Generation for High Level Text Comprehension
EMNLP 2020