Multi-Threaded Hierarchical Clustering by Parallel Nearest-Neighbor Chaining
Jeon, Yongkweon, Yoon, Sungroh
Published in IEEE transactions on parallel and distributed systems (01.09.2015)
Published in IEEE transactions on parallel and distributed systems (01.09.2015)
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Journal Article
Genie: Show Me the Data for Quantization
Jeon, Yongkweon, Lee, Chungman, Kim, Ho-young
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
ELECTRONIC DEVICE AND CONTROL METHOD THEREFOR
JEON, Yongkweon, KIM, Byeoungwook, KWON, Sejung, LEE, Dongsoo, PARK, Baeseong, RO, Yeonju
Year of Publication 14.04.2022
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Year of Publication 14.04.2022
Patent
GPU-based acceleration of an RNA tertiary structure prediction algorithm
Jeon, Yongkweon, Jung, Eesuk, Min, Hyeyoung, Chung, Eui-Young, Yoon, Sungroh
Published in Computers in biology and medicine (01.09.2013)
Published in Computers in biology and medicine (01.09.2013)
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Journal Article
Attention-aware Post-training Quantization without Backpropagation
Kim, Junhan, Ho-young, Kim, Cho, Eulrang, Lee, Chungman, Kim, Joonyoung, Jeon, Yongkweon
Published in arXiv.org (19.06.2024)
Published in arXiv.org (19.06.2024)
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Paper
Journal Article
Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers
Kim, Junhan, Park, Kyungphil, Lee, Chungman, Ho-young, Kim, Kim, Joonyoung, Jeon, Yongkweon
Published in arXiv.org (14.02.2024)
Published in arXiv.org (14.02.2024)
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Paper
Journal Article
BiQGEMM: Matrix Multiplication with Lookup Table for Binary-Coding-Based Quantized DNNs
Jeon, Yongkweon, Park, Baeseong, Kwon, Se Jung, Kim, Byeongwook, Yun, Jeongin, Lee, Dongsoo
Published in SC20: International Conference for High Performance Computing, Networking, Storage and Analysis (01.11.2020)
Published in SC20: International Conference for High Performance Computing, Networking, Storage and Analysis (01.11.2020)
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Conference Proceeding
Modulating Regularization Frequency for Efficient Compression-Aware Model Training
Lee, Dongsoo, Se Jung Kwon, Kim, Byeongwook, Jeongin Yun, Park, Baeseong, Jeon, Yongkweon
Published in arXiv.org (05.05.2021)
Published in arXiv.org (05.05.2021)
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Paper
Journal Article
Q-Rater: Non-Convex Optimization for Post-Training Uniform Quantization
Kim, Byeongwook, Lee, Dongsoo, Ro, Yeonju, Jeon, Yongkweon, Se Jung Kwon, Park, Baeseong, Oh, Daehwan
Published in arXiv.org (05.05.2021)
Published in arXiv.org (05.05.2021)
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Paper
Journal Article
FleXOR: Trainable Fractional Quantization
Lee, Dongsoo, Se Jung Kwon, Kim, Byeongwook, Jeon, Yongkweon, Park, Baeseong, Jeongin Yun
Published in arXiv.org (22.10.2020)
Published in arXiv.org (22.10.2020)
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Paper
Journal Article
BiQGEMM: Matrix Multiplication with Lookup Table For Binary-Coding-based Quantized DNNs
Jeon, Yongkweon, Park, Baeseong, Se Jung Kwon, Kim, Byeongwook, Jeongin Yun, Lee, Dongsoo
Published in arXiv.org (31.08.2020)
Published in arXiv.org (31.08.2020)
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Paper
Journal Article
ELECTRONIC DEVICE AND CONTROL METHOD THEREFOR
JEON, Yongkweon, KIM, Byeoungwook, KWON, Sejung, LEE, Dongsoo, PARK, Baeseong, RO, Yeonju
Year of Publication 03.08.2023
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Year of Publication 03.08.2023
Patent
Detecting System Anomalies in Multivariate Time Series with Information Transfer and Random Walk
Lee, Jongsun, Choi, Hyun-Soo, Jeon, Yongkweon, Kwon, Yongsik, Lee, Donghun, Yoon, Sungroh
Published in 2018 IEEE/ACM 5th International Conference on Big Data Computing Applications and Technologies (BDCAT) (01.12.2018)
Published in 2018 IEEE/ACM 5th International Conference on Big Data Computing Applications and Technologies (BDCAT) (01.12.2018)
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Conference Proceeding