Cheuk Hang Leung
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
AAAI (3)
AISTATS (2)
ECCV (1)
NIPS (1)
Top co-authors
Keywords
causal inference
(5)
policy evaluation
(2)
treatment effect
(2)
distributionally robust optimization
(2)
credit risk
(2)
covariate shift
(1)
machine learning
(1)
subset selection
(1)
credit line
(1)
propensity score
(1)
inverse probability weighting
(1)
selection bia
(1)
representation learning
(1)
conditional average treatment effect
(1)
continuous treatment
(1)
inverse propensity weighting
(1)
differentiable relaxation
(1)
perturbation method
(1)
maximum entropy sampling
(1)
double machine learning
(1)
Papers
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
NIPS 2024
SpecFormer: Guarding Vision Transformer Robustness via Maximum Singular Value Penalization
ECCV 2024
Towards Balanced Representation Learning for Credit Policy Evaluation
AISTATS 2023
A Unified Perspective on Regularization and Perturbation in Differentiable Subset Selection
AISTATS 2023
The Causal Learning of Retail Delinquency
AAAI 2021