Thuc Duy Le
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Top co-authors
Research topics
Keywords
causal inference
(4)
instrumental variable
(4)
representation learning
(2)
latent confounder
(2)
explainable ai
(1)
mutual information
(1)
nonlinear regression
(1)
generative model
(1)
diffusion model
(1)
recurrent neural network
(1)
deep generative model
(1)
unobserved confounding
(1)
confounding balancing
(1)
information bottleneck
(1)
attribution map
(1)
longitudinal data
(1)
instrumental variable estimation
(1)
time-dependent confounder
(1)
maximal ancestral graph
(1)
conditional instrumental variable
(1)
Papers
Diffusion Models for Attribution
AAAI 2025
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference
ICLR 2024
Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders
AAAI 2024
Causal Inference with Conditional Instruments Using Deep Generative Models
AAAI 2023
Ancestral Instrument Method for Causal Inference without Complete Knowledge
IJCAI 2022