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Byeongho Kim
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2020 – today
- 2024
- [j5]Byeongho Kim
, Sanghoon Cha, Sangsoo Park, Jieun Lee, Sukhan Lee, Shinhaeng Kang, Jinin So
, Kyungsoo Kim
, Jin Jung, Jong-Geon Lee
, Sunjung Lee
, Yoonah Paik
, Hyeonsu Kim, Jin-Seong Kim, Won-Jo Lee, Yuhwan Ro
, Yeongon Cho
, Jin Hyun Kim
, Joon-Ho Song, Jaehoon Yu, Seungwon Lee
, Jeonghyeon Cho, Kyomin Sohn
:
The Breakthrough Memory Solutions for Improved Performance on LLM Inference. IEEE Micro 44(3): 40-48 (2024) - [c7]Sungmin Yun
, Hwayong Nam
, Kwanhee Kyung
, Jaehyun Park
, Byeongho Kim
, Yongsuk Kwon
, Eojin Lee
, Jung Ho Ahn
:
CLAY: CXL-based Scalable NDP Architecture Accelerating Embedding Layers. ICS 2024: 338-351 - 2023
- [c6]Jin Hyun Kim, Yuhwan Ro, Jinin So, Sukhan Lee, Shinhaeng Kang, YeonGon Cho, Hyeonsu Kim, Byeongho Kim, Kyungsoo Kim, Sangsoo Park, Jin-Seong Kim, Sanghoon Cha, Won-Jo Lee, Jin Jung, Jonggeon Lee, Jieun Lee, Joon-Ho Song, Seungwon Lee, Jeonghyeon Cho, Jaehoon Yu, Kyomin Sohn:
Samsung PIM/PNM for Transfmer Based AI : Energy Efficiency on PIM/PNM Cluster. HCS 2023: 1-31 - 2022
- [j4]Sungmin Yun
, Byeongho Kim
, Jaehyun Park
, Hwayong Nam
, Jung Ho Ahn
, Eojin Lee
:
GraNDe: Near-Data Processing Architecture With Adaptive Matrix Mapping for Graph Convolutional Networks. IEEE Comput. Archit. Lett. 21(2): 45-48 (2022) - [j3]Sunjung Lee
, Jaewan Choi, Wonkyung Jung, Byeongho Kim
, Jaehyun Park
, Hweesoo Kim
, Jung Ho Ahn
:
MVP: An Efficient CNN Accelerator with Matrix, Vector, and Processing-Near-Memory Units. ACM Trans. Design Autom. Electr. Syst. 27(5): 42:1-42:25 (2022) - [c5]Shinhaeng Kang, Byeongho Kim, Sukhan Lee, Kyomin Sohn:
An Architecture of Sparse Length Sum Accelerator in AxDIMM. AICAS 2022: 1-4 - [c4]Shinhaeng Kang, Sukhan Lee, Byeongho Kim, Hweesoo Kim, Kyomin Sohn, Nam Sung Kim, Eojin Lee:
An FPGA-based RNN-T Inference Accelerator with PIM-HBM. FPGA 2022: 146-152 - [c3]Jaewan Choi, Hailong Li, Byeongho Kim, Seunghwan Hwang, Jung Ho Ahn:
Accelerating Transformer Networks through Recomposing Softmax Layers. IISWC 2022: 92-103 - 2021
- [j2]Byeongho Kim
, Jaehyun Park
, Eojin Lee
, Minsoo Rhu
, Jung Ho Ahn
:
TRiM: Tensor Reduction in Memory. IEEE Comput. Archit. Lett. 20(1): 5-8 (2021) - [c2]Jaehyun Park
, Byeongho Kim, Sungmin Yun
, Eojin Lee, Minsoo Rhu, Jung Ho Ahn
:
TRiM: Enhancing Processor-Memory Interfaces with Scalable Tensor Reduction in Memory. MICRO 2021: 268-281 - 2020
- [j1]Byeongho Kim
, Jongwook Chung, Eojin Lee
, Wonkyung Jung, Sunjung Lee
, Jaewan Choi
, Jaehyun Park
, Minbok Wi
, Sukhan Lee, Jung Ho Ahn
:
MViD: Sparse Matrix-Vector Multiplication in Mobile DRAM for Accelerating Recurrent Neural Networks. IEEE Trans. Computers 69(7): 955-967 (2020)
2010 – 2019
- 2019
- [c1]Wonkyung Jung, Daejin Jung, Byeongho Kim, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn:
Restructuring Batch Normalization to Accelerate CNN Training. SysML 2019 - 2018
- [i1]Daejin Jung, Wonkyung Jung, Byeongho Kim, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn:
Restructuring Batch Normalization to Accelerate CNN Training. CoRR abs/1807.01702 (2018)
Coauthor Index
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last updated on 2024-07-24 20:41 CEST by the dblp team
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