Jung Hee Cheon
4 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird
π
Conference Pioneer
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Security & Privacy
(2)
Application Areas
(2)
Core Methods
(2)
Privacy
(2)
Resources & Methods
(2)
Applications
(1)
Architectures
(1)
Differential Privacy
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory
(1)
Keywords
homomorphic encryption
(4)
privacy-preserving machine learning
(2)
text classification
(1)
logistic regression
(1)
secure computation
(1)
privacy preserving
(1)
gaussian kernel
(1)
data privacy
(1)
lora fine-tuning
(1)
encrypted data
(1)
bert embedding
(1)
encrypted inference
(1)
embedding layer
(1)
ckks encryption
(1)
large language model
(1)
encrypted model training
(1)
secure machine learning
(1)
ckks scheme
(1)
encrypted model
(1)
codedhelut algorithm
(1)
Papers
Encryption-Friendly LLM Architecture
ICLR 2025
Privacy-Preserving Embedding via Look-up Table Evaluation with Fully Homomorphic Encryption
ICML 2024
Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption
NAACL 2022
Logistic Regression on Homomorphic Encrypted Data at Scale
AAAI 2019