Jeonghoon Kim

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 22

Top Topics

Integer Arithmetic

Logical Reasoning

Top Venues

Publications

Gunho Park, Baeseong Park, Minsub Kim, Sungjae Lee, Jeonghoon Kim, Beomseok Kwon, Se Jung Kwon, Byeongwook Kim, Youngjoo Lee, Dongsoo Lee
LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models. ICLR (2024)
Jeonghoon Kim, Heesoo Jung, Hyeju Jang, Hogun Park
Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-Aware Query Representation Learning. ACL (Findings) (2024)
Jung Hwan Heo, Jeonghoon Kim, Beomseok Kwon, Byeongwook Kim, Se Jung Kwon, Dongsoo Lee
Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models. ICLR (2024)
Jung Hyun Lee, Jeonghoon Kim, June Yong Yang, Se Jung Kwon, Eunho Yang, Kang Min Yoo, Dongsoo Lee
LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices. CoRR (2024)
Jeonghoon Kim, Heesoo Jung, Hyeju Jang, Hogun Park
Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-Aware Query Representation Learning. CoRR (2024)
Jung Hwan Heo, Jeonghoon Kim, Beomseok Kwon, Byeongwook Kim, Se Jung Kwon, Dongsoo Lee
Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models. CoRR (2023)
Jaeyeul Kim, Jungwan Woo, Jeonghoon Kim, Sunghoon Im
Domain Generalization in LiDAR Semantic Segmentation Leveraged by Density Discriminative Feature Embedding. CoRR (2023)
Jung Hyun Lee, Jeonghoon Kim, Se Jung Kwon, Dongsoo Lee
FlexRound: Learnable Rounding based on Element-wise Division for Post-Training Quantization. CoRR (2023)
Yulhwa Kim, Jaeyong Jang, Jehun Lee, Jihoon Park, Jeonghoon Kim, Byeongwook Kim, Baeseong Park, Se Jung Kwon, Dongsoo Lee, Jae-Joon Kim
Winning Both the Accuracy of Floating Point Activation and the Simplicity of Integer Arithmetic. ICLR (2023)
Jeonghoon Kim, Jung Hyun Lee, Sungdong Kim, Joonsuk Park, Kang Min Yoo, Se Jung Kwon, Dongsoo Lee
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization. CoRR (2023)
Jeonghoon Kim, Jung Hyun Lee, Sungdong Kim, Joonsuk Park, Kang Min Yoo, Se Jung Kwon, Dongsoo Lee
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization. NeurIPS (2023)
Jung Hyun Lee, Jeonghoon Kim, Se Jung Kwon, Dongsoo Lee
FlexRound: Learnable Rounding based on Element-wise Division for Post-Training Quantization. ICML (2023)
Se Jung Kwon, Jeonghoon Kim, Jeongin Bae, Kang Min Yoo, Jin-Hwa Kim, Baeseong Park, Byeongwook Kim, Jung-Woo Ha, Nako Sung, Dongsoo Lee
AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models. CoRR (2022)
Jeonghoon Kim, Sunghoon Im, Sunghyun Cho
ProFeat: Unsupervised image clustering via progressive feature refinement. Pattern Recognit. Lett. 164 (2022)
Se Jung Kwon, Jeonghoon Kim, Jeongin Bae, Kang Min Yoo, Jin-Hwa Kim, Baeseong Park, Byeongwook Kim, Jung-Woo Ha, Nako Sung, Dongsoo Lee
AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models. EMNLP (Findings) (2022)
Soyeon Hong, Jeonghoon Kim, Donghoon Lee, Hyunsouk Cho
Demusa: Demo for Multimodal Sentiment Analysis. ICME Workshops (2022)
Huanle Zhang, Jeonghoon Kim
Towards a Federated Learning Framework for Heterogeneous Devices of Internet of Things. CoRR (2021)
Minjung Shin, Jeonghoon Kim, Seong-Ho Choi, Yu-Jung Heo, Donghyun Kim, Min Su Lee, Byoung-Tak Zhang, Jeh-Kwang Ryu
CogME: A Novel Evaluation Metric for Video Understanding Intelligence. CoRR (2021)
Hyunwoo Kim, Jeonghoon Kim, Jungwook Choi, Jungkeol Lee, Yong Ho Song
Binarized Encoder-Decoder Network and Binarized Deconvolution Engine for Semantic Segmentation. IEEE Access 9 (2021)
Sungkwon An, Jeonghoon Kim, Myungjoo Kang, Shahbaz Razaei, Xin Liu
OAAE: Adversarial Autoencoders for Novelty Detection in Multi-modal Normality Case via Orthogonalized Latent Space. CoRR (2021)
Yura Lee, Yu Rang Park, Jae Ho Lee, Ji-Young Kim, Jeonghoon Kim, Woo-Sung Kim
A Hospital-tethered Mobile Personal Health Records: Comparison of Patient Engagement Function Usage Pattern According to Version-up. AMIA (2018)
Younggeun Ji, Jeonghoon Kim, Jungin Kim, Miji Lee, Jaeheon Noh, Taeyoung Jeong, Juhyeon Shin, Junho Kim, Young Heo, Ung Cho, Hyun-Chul Sagong, Junekyun Park, Yeonsik Choo, Gilhwan Do, Hoyoung Kang, Eunkyeong Choi, Dongyoon Sun, Changki Kang, Sangchul Shin, Sangwoo Pae
Reliability characterization of advanced CMOS image sensor (CIS) with 3D stack and in-pixel DTI. IRPS (2018)
Jinshan Tang, Jeonghoon Kim, Eli Peli
Image enhancement in the JPEG domain for people with vision impairment. IEEE Trans. Biomed. Eng. 51 (11) (2004)