David I. Inouye
Scholar

David I. Inouye

Google Scholar ID: SVMQ_g4AAAAJ
Assistant Professor, Purdue University
Machine LearningTrustworthy MLDistribution MatchingExplainable AI
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Citations & Impact
All-time
Citations
1,300
 
H-index
12
 
i10-index
17
 
Publications
20
 
Co-authors
0
 
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Publications
9 items
Your VAR Model is Secretly an Efficient and Explainable Generative Classifier
2025
Cited
0
Imagine for Me: Creative Conceptual Blending of Real Images and Text via Blended Attention
2025
Cited
0
Expressive Score-Based Priors for Distribution Matching with Geometry-Preserving Regularization
2025
Cited
0
From Invariant Representations to Invariant Data: Provable Robustness to Spurious Correlations via Noisy Counterfactual Matching
2025
Cited
0
PO-Flow: Flow-based Generative Models for Sampling Potential Outcomes and Counterfactuals
2025
Cited
0
Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder
2025
Cited
0
Counterfactual Fairness by Combining Factual and Counterfactual Predictions
arXiv.org · 2024
Cited
0
Robust Collaborative Inference with Vertically Split Data Over Dynamic Device Environments
2023
Cited
2
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)