Yongkweon Jeon

27 papers A* 6A 1C 1Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
LookaheadKV: Fast and Accurate KV Cache Eviction by Glimpsing into the Future without Generation.
CoRR
Jinwoo Ahn, Ingyu Seong, Akhil Kedia, Junhan Kim, Hyemi Jang, Kangwook Lee, Yongkweon Jeon
2026 J jnl
On the Importance of a Multi-Scale Calibration for Quantization.
CoRR
Seungwoo Son, Ingyu Seong, Junhan Kim, Hyemi Jang, Yongkweon Jeon
2026 J jnl
TurboBoA: Faster and Exact Attention-aware Quantization without Backpropagation.
CoRR
Junhan Kim, Yeo Jeong Park, Seungwoo Son, Chungman Lee, Ho-Young Kim, Joonyoung Kim, Yongkweon Jeon
2026 J jnl
Two-Stage Grid Optimization for Group-wise Quantization of LLMs.
CoRR
Junhan Kim, Gukryeol Lee, Seungwoo Son, Jeewook Kim, Yongkweon Jeon
2025 A* conf
BoA: Attention-aware Post-training Quantization without Backpropagation.
ICML
Junhan Kim, Ho-Young Kim, Eulrang Cho, Chungman Lee, Joonyoung Kim, Yongkweon Jeon
2024 J jnl
Attention-aware Post-training Quantization without Backpropagation.
CoRR
Junhan Kim, Ho-Young Kim, Eulrang Cho, Chungman Lee, Joonyoung Kim, Yongkweon Jeon
2024 A* conf
Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers.
NeurIPS
Junhan Kim, Chungman Lee, Eulrang Cho, Kyungphil Park, Ho-Young Kim, Joonyoung Kim, Yongkweon Jeon
2024 J jnl
Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers.
CoRR
Junhan Kim, Kyungphil Park, Chungman Lee, Ho-Young Kim, Joonyoung Kim, Yongkweon Jeon
2023 A* conf
A Frustratingly Easy Post-Training Quantization Scheme for LLMs.
EMNLP
Yongkweon Jeon, Chungman Lee, Kyungphil Park, Ho-Young Kim
2023 A* conf
Genie: Show Me the Data for Quantization.
CVPR
Yongkweon Jeon, Chungman Lee, Ho-Young Kim
2022 J jnl
Genie: Show Me the Data for Quantization.
CoRR
Yongkweon Jeon, Chungman Lee, Ho-Young Kim
2022 A* conf
Mr.BiQ: Post-Training Non-Uniform Quantization based on Minimizing the Reconstruction Error.
CVPR
Yongkweon Jeon, Chungman Lee, Eulrang Cho, Yeonju Ro
2021 J jnl
Modulating Regularization Frequency for Efficient Compression-Aware Model Training.
CoRR
Dongsoo Lee, Se Jung Kwon, Byeongwook Kim, Jeongin Yun, Baeseong Park, Yongkweon Jeon
2021 J jnl
Q-Rater: Non-Convex Optimization for Post-Training Uniform Quantization.
CoRR
Byeongwook Kim, Dongsoo Lee, Yeonju Ro, Yongkweon Jeon, Se Jung Kwon, Baeseong Park, Daehwan Oh
2021 J jnl
Sequential Encryption of Sparse Neural Networks Toward Optimum Representation of Irregular Sparsity.
CoRR
Baeseong Park, Se Jung Kwon, Dongsoo Lee, Daehwan Oh, Byeongwook Kim, Yongkweon Jeon, Yeonju Ro
2020 J jnl
BiQGEMM: Matrix Multiplication with Lookup Table For Binary-Coding-based Quantized DNNs.
CoRR
Yongkweon Jeon, Baeseong Park, Se Jung Kwon, Byeongwook Kim, Jeongin Yun, Dongsoo Lee
2020 A conf
BiQGEMM: matrix multiplication with lookup table for binary-coding-based quantized DNNs.
SC
Yongkweon Jeon, Baeseong Park, Se Jung Kwon, Byeongwook Kim, Jeongin Yun, Dongsoo Lee
2020 — conf
Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation.
EMNLP (Findings)
Insoo Chung, Byeongwook Kim, Yoonjung Choi, Se Jung Kwon, Yongkweon Jeon, Baeseong Park, Sangha Kim, Dongsoo Lee
2020 J jnl
Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation.
CoRR
Insoo Chung, Byeongwook Kim, Yoonjung Choi, Se Jung Kwon, Yongkweon Jeon, Baeseong Park, Sangha Kim, Dongsoo Lee
2020 A* conf
FleXOR: Trainable Fractional Quantization.
NeurIPS
Dongsoo Lee, Se Jung Kwon, Byeongwook Kim, Yongkweon Jeon, Baeseong Park, Jeongin Yun
2020 J jnl
FleXOR: Trainable Fractional Quantization.
CoRR
Dongsoo Lee, Se Jung Kwon, Byeongwook Kim, Yongkweon Jeon, Baeseong Park, Jeongin Yun
2018 C conf
Detecting System Anomalies in Multivariate Time Series with Information Transfer and Random Walk.
BDCAT
Jongsun Lee, Hyun-Soo Choi, Yongkweon Jeon, Yongsik Kwon, Donghun Lee, Sungroh Yoon
2017 J jnl
NC-Link: A New Linkage Method for Efficient Hierarchical Clustering of Large-Scale Data.
IEEE Access
Yongkweon Jeon, Jaeyoon Yoo, Jongsun Lee, Sungroh Yoon
2015 J jnl
Multi-Threaded Hierarchical Clustering by Parallel Nearest-Neighbor Chaining.
IEEE Trans. Parallel Distributed Syst.
Yongkweon Jeon, Sungroh Yoon
2013 J jnl
GPU-based acceleration of an RNA tertiary structure prediction algorithm.
Comput. Biol. Medicine
Yongkweon Jeon, Eesuk Jung, Hyeyoung Min, Eui-Young Chung, Sungroh Yoon
2013 J jnl
Massively Parallel Energy Space Exploration for Uncluttered Visualization of Vascular Structures.
IEEE Trans. Biomed. Eng.
Yongkweon Jeon, Joong-Ho Won, Sungroh Yoon
2013 J jnl
Uncluttered Single-Image Visualization of Vascular Structures Using GPU and Integer Programming.
IEEE Trans. Vis. Comput. Graph.
Joong-Ho Won, Yongkweon Jeon, Jarrett Rosenberg, Sungroh Yoon, Geoffrey D. Rubin, Sandy Napel