Minje Park — accepted AI-conference papers

2025

Encryption-Friendly LLM Architecture

Donghwan Rho, Taeseong Kim, Minje Park, Jung Woo Kim, Hyunsik Chae, Ernest K. Ryu +1

ICLR 2025poster

Large language models (LLMs) offer personalized responses based on user interactions, but this use case raises serious privacy concerns. Homomorphic encryption (HE) is a cryptographic protocol supporting arithmetic computations in encrypted states and provides a potential solution for privacy-preser…

Cited by 6 Source ↗PDF ↗Scholar ↗

2024

Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram

Yeongyeon Na, Minje Park, Yunwon Tae, Sunghoon Joo

ICLR 2024poster

Electrocardiograms (ECG) are widely employed as a diagnostic tool for monitoring electrical signals originating from a heart. Recent machine learning research efforts have focused on the application of screening various diseases using ECG signals. However, adapting to the application of screening di…

Cited by 24 Source ↗PDF ↗code ↗Scholar ↗