Jeongin Bae

According to our database, Jeongin Bae authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

FIGLUT: An Energy-Efficient Accelerator Design for FP-INT GEMM Using Look-Up Tables.

Gunho Park, Hyeokjun Kwon, Jiwoo Kim, Jeongin Bae, Baeseong Park, Dongsoo Lee, Youngjoo Lee

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2025

Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models.

Seungcheol Park, Jeongin Bae, Beomseok Kwon, Minjun Kim, Byeongwook Kim, Se Jung Kwon, U Kang, Dongsoo Lee

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

To FP8 and Back Again: Quantifying the Effects of Reducing Precision on LLM Training Stability.

Joonhyung Lee, Jeongin Bae, Byeongwook Kim, Se Jung Kwon, Dongsoo Lee

CoRR, 2024

No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantization.

June Yong Yang, Byeongwook Kim, Jeongin Bae, Beomseok Kwon, Gunho Park, Eunho Yang, Se Jung Kwon, Dongsoo Lee

CoRR, 2024

2022

AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models.

Se Jung Kwon, Jeonghoon Kim, Jeongin Bae, Kang Min Yoo, Jin-Hwa Kim, Baeseong Park, Byeongwook Kim, Jung-Woo Ha, Nako Sung, Dongsoo Lee

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022