Sungwoo Cho

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 12

Top Topics

Image Recognition

Globally Distributed

Parameter Optimization

Top Venues

ACM SIGOPS Oper. Syst. Rev.

Publications

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 (2024)
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)
Jihyeon Seo, Kyusam Oh, Chanho Min, Yongkeun Yun, Sungwoo Cho
Deep Collective Knowledge Distillation. CoRR (2023)
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)
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)
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 (2019)
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) (2019)
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 (2018)
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 (2018)
Yong-Yeon Jo, Sang-Wook Kim, Sungwoo Cho, Duck-Ho Bae, Hyunok Oh
High-performance data mining with intelligent SSD. Clust. Comput. 20 (2) (2017)
Yong-Yeon Jo, Sungwoo Cho, Sang-Wook Kim, Hyunok Oh
Collaborative processing of data-intensive algorithms with CPU, intelligent SSD, and GPU. SAC (2016)
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)
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 (2012)