Thuc Duy Le
5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (3)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
causal inference
(3)
instrumental variable
(3)
latent confounder
(2)
causal effect estimation
(1)
explainable ai
(1)
mutual information
(1)
generative model
(1)
diffusion model
(1)
recurrent neural network
(1)
deep generative model
(1)
unobserved confounding
(1)
conditional iv
(1)
attribution map
(1)
longitudinal datum
(1)
instrumental variable estimation
(1)
time-dependent confounder
(1)
maximal ancestral graph
(1)
conditional instrumental variable
(1)
average causal effect
(1)
conditional instrument
(1)
Papers
Diffusion Models for Attribution
AAAI 2025
Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders
AAAI 2024
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference
ICLR 2024
Causal Inference with Conditional Instruments Using Deep Generative Models
AAAI 2023
Ancestral Instrument Method for Causal Inference without Complete Knowledge
IJCAI 2022