Jeongin Bae

11 papers A* 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Affine-Scaled Attention: Towards Flexible and Stable Transformer Attention.
CoRR
Jeongin Bae, Baeseong Park, Gunho Park, Minsub Kim, Joonhyung Lee, Junhee Yoo, Sunghyeon Woo, Jiwon Ryu, Se Jung Kwon, Dongsoo Lee
2025 J jnl
AnyBCQ: Hardware Efficient Flexible Binary-Coded Quantization for Multi-Precision LLMs.
CoRR
Gunho Park, Jeongin Bae, Beomseok Kwon, Byeongwook Kim, Se Jung Kwon, Dongsoo Lee
2025 J jnl
CodeGEMM: A Codebook-Centric Approach to Efficient GEMM in Quantized LLMs.
CoRR
Gunho Park, Jeongin Bae, Byeongwook Kim, Baeseong Park, Jiwon Ryu, Hoseung Kim, Se Jung Kwon, Dongsoo Lee
2025 A* conf
FIGLUT: An Energy-Efficient Accelerator Design for FP-INT GEMM Using Look-Up Tables.
HPCA
Gunho Park, Hyeokjun Kwon, JiWoo Kim, Jeongin Bae, Baeseong Park, Dongsoo Lee, Youngjoo Lee
2025 J jnl
FIGLUT: An Energy-Efficient Accelerator Design for FP-INT GEMM Using Look-Up Tables.
CoRR
Gunho Park, Hyeokjun Kwon, JiWoo Kim, Jeongin Bae, Baeseong Park, Dongsoo Lee, Youngjoo Lee
2025 — conf
Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models.
ACL (1)
Seungcheol Park, Jeongin Bae, Beomseok Kwon, Minjun Kim, Byeongwook Kim, Se Jung Kwon, U Kang, Dongsoo Lee
2025 J jnl
Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models.
CoRR
Seungcheol Park, Jeongin Bae, Beomseok Kwon, Minjun Kim, Byeongwook Kim, Se Jung Kwon, U Kang, Dongsoo Lee
2024 J jnl
No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantization.
CoRR
June Yong Yang, Byeongwook Kim, Jeongin Bae, Beomseok Kwon, Gunho Park, Eunho Yang, Se Jung Kwon, Dongsoo Lee
2024 J jnl
To FP8 and Back Again: Quantifying the Effects of Reducing Precision on LLM Training Stability.
CoRR
Joonhyung Lee, Jeongin Bae, Byeongwook Kim, Se Jung Kwon, Dongsoo Lee
2022 — conf
AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models.
EMNLP (Findings)
Se Jung Kwon, Jeonghoon Kim, Jeongin Bae, Kang Min Yoo, Jin-Hwa Kim, Baeseong Park, Byeongwook Kim, Jung-Woo Ha, Nako Sung, Dongsoo Lee
2022 J jnl
AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models.
CoRR
Se Jung Kwon, Jeonghoon Kim, Jeongin Bae, Kang Min Yoo, Jin-Hwa Kim, Baeseong Park, Byeongwook Kim, Jung-Woo Ha, Nako Sung, Dongsoo Lee