Yiyan Huang
6 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(13)
π
Keyword Champion
(2)
Conferences
AAAI (3)
AISTATS (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
causal inference
(5)
treatment effect
(2)
policy evaluation
(2)
credit risk
(2)
distributionally robust optimization
(2)
machine learning
(1)
generative model
(1)
propensity score
(1)
inverse probability weighting
(1)
selection bia
(1)
conditional average treatment effect
(1)
continuous treatment
(1)
inverse propensity weighting
(1)
double machine learning
(1)
covariate balancing
(1)
text comprehension
(1)
offline policy learning
(1)
credit line
(1)
high-level comprehension
(1)
representation learning
(1)
Papers
Distributionally Robust Policy Evaluation and Learning for Continuous Treatment with Observational Data
AAAI 2025
Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect Estimators
NIPS 2024
The Causal Impact of Credit Lines on Spending Distributions
AAAI 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