James Enouen
4 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
ACL (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
retrieval augmented generation
(1)
causal inference
(1)
text generation
(1)
model interpretability
(1)
time series
(1)
additive model
(1)
treatment effect estimation
(1)
tabular datum
(1)
neural differential equation
(1)
treatment effect
(1)
post-hoc explanation
(1)
irregular time series
(1)
hidden confounder
(1)
shapley value
(1)
sparse selection
(1)
neural controlled differential equation
(1)
large language model
(1)
neural network
(1)
feature interaction detection
(1)
Papers
InstaSHAP: Interpretable Additive Models Explain Shapley Values Instantly
ICLR 2025
TextGenSHAP: Scalable Post-Hoc Explanations in Text Generation with Long Documents
ACL 2024
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders
AAAI 2023
Sparse Interaction Additive Networks via Feature Interaction Detection and Sparse Selection
NIPS 2022