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Journal Articles
- 2019
[j3]Eunji Jeong, Sungwoo Cho, Gyeong-In Yu, Joo Seong Jeong, Dongjin Shin, Taebum Kim, Byung-Gon Chun:
Speculative Symbolic Graph Execution of Imperative Deep Learning Programs. ACM SIGOPS Oper. Syst. Rev. 53(1): 26-33 (2019)- 2017
- [j2]Yong-Yeon Jo, Sang-Wook Kim, Sungwoo Cho, Duck-Ho Bae, Hyunok Oh:
High-performance data mining with intelligent SSD. Clust. Comput. 20(2): 1155-1166 (2017) - 2012
- [j1]Sungwoo Cho, Hyeonseok Jeong, Chonghun Han, Shanshan Jin, Jae Hwan Lim, Jeonkeun Oh:
State-of-charge estimation for lithium-ion batteries under various operating conditions using an equivalent circuit model. Comput. Chem. Eng. 41: 1-9 (2012)
Conference and Workshop Papers
- 2023
- [c5]HyunHee Chung, Kyung Ho Park, Taewon Seo, Sungwoo Cho:
Phantom of Benchmark Dataset: Resolving Label Ambiguity Problem on Image Recognition in the Wild. WACV (Workshops) 2023: 1-10 - 2019
- [c4]Soojeong Kim, Gyeong-In Yu, Hojin Park
, Sungwoo Cho, Eunji Jeong, Hyeonmin Ha, Sanha Lee, Joo Seong Jeong, Byung-Gon Chun:
Parallax: Sparsity-aware Data Parallel Training of Deep Neural Networks. EuroSys 2019: 43:1-43:15 - [c3]Eunji Jeong, Sungwoo Cho, Gyeong-In Yu, Joo Seong Jeong, Dongjin Shin, Byung-Gon Chun:
JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs. NSDI 2019: 453-468 - 2016
- [c2]Yong-Yeon Jo, Sungwoo Cho, Sang-Wook Kim, Hyunok Oh:
Collaborative processing of data-intensive algorithms with CPU, intelligent SSD, and GPU. SAC 2016: 1865-1870 - 2015
- [c1]Yong-Yeon Jo, Sungwoo Cho, Sang-Wook Kim, Duck-Ho Bae, Hyunok Oh:
On running data-intensive algorithms with intelligent SSD and host CPU: a collaborative approach. SAC 2015: 2060-2065
Informal and Other Publications
- 2024
- [i5]Seongyoon Kim, Minchan Jeong, Sungnyun Kim, Sungwoo Cho, Sumyeong Ahn, Se-Young Yun:
FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning. CoRR abs/2406.02355 (2024) - 2023
- [i4]Jihyeon Seo, Kyusam Oh, Chanho Min, Yongkeun Yun, Sungwoo Cho:
Deep Collective Knowledge Distillation. CoRR abs/2304.08878 (2023) - 2019
- [i3]Ahnjae Shin, Dongjin Shin, Sungwoo Cho, Do Yoon Kim, Eunji Jeong, Gyeong-In Yu, Byung-Gon Chun:
Stage-based Hyper-parameter Optimization for Deep Learning. CoRR abs/1911.10504 (2019) - 2018
- [i2]Soojeong Kim, Gyeong-In Yu, Hojin Park, Sungwoo Cho, Eunji Jeong, Hyeonmin Ha, Sanha Lee, Joo Seong Jeong, Byung-Gon Chun:
Parallax: Automatic Data-Parallel Training of Deep Neural Networks. CoRR abs/1808.02621 (2018) - [i1]Eunji Jeong, Sungwoo Cho, Gyeong-In Yu, Joo Seong Jeong, Dongjin Shin, Byung-Gon Chun:
JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs. CoRR abs/1812.01329 (2018)
Coauthor Index
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