Changhun Lee

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authored 5 papers 3 months ago

OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models

Paper • 2306.02272 • Published Jun 4, 2023

INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold

Paper • 2204.07439 • Published Apr 15, 2022

QEFT: Quantization for Efficient Fine-Tuning of LLMs

Paper • 2410.08661 • Published Oct 11, 2024

AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models

Paper • 2509.12019 • Published Sep 15, 2025 • 2

K-EXAONE Technical Report

Paper • 2601.01739 • Published Jan 5 • 93