Yujin Choi
5 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
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Venues
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Research topics
Keywords
diffusion model
(2)
differential privacy
(2)
adversarial robustness
(1)
privacy preservation
(1)
adversarial training
(1)
privacy-preserving learning
(1)
synthetic data generation
(1)
generative model
(1)
public data
(1)
gradient clipping
(1)
privacy budget
(1)
private learning
(1)
sampling method
(1)
retrieval-augmented generation
(1)
data synthesis
(1)
flat minima
(1)
sensitive attribute
(1)
fair sampling
(1)
robust generalization
(1)
membership inference attack
(1)
Papers
Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home?
EMNLP 2025
Fair Sampling in Diffusion Models through Switching Mechanism
AAAI 2024
In-distribution Public Data Synthesis with Diffusion Models for Differentially Private Image Classification
CVPR 2024
Differentially Private Sharpness-Aware Training
ICML 2023
Fantastic Robustness Measures: The Secrets of Robust Generalization
NeurIPS 2023