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Accelerating Multi-Model Inference by Merging DNNs of Different Weights


Sep 28, 2020
Joo Seong Jeong, Soojeong Kim, Gyeong-In Yu, Yunseong Lee, Byung-Gon Chun

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Hippo: Taming Hyper-parameter Optimization of Deep Learning with Stage Trees


Jun 22, 2020
Ahnjae Shin, Do Yoon Kim, Joo Seong Jeong, Byung-Gon Chun

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JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs


Dec 04, 2018
Eunji Jeong, Sungwoo Cho, Gyeong-In Yu, Joo Seong Jeong, DongJin Shin, Byung-Gon Chun

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* NSDI 2019 
* To appear at NSDI 2019 

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Improving the Expressiveness of Deep Learning Frameworks with Recursion


Sep 04, 2018
Eunji Jeong, Joo Seong Jeong, Soojeong Kim, Gyeong-In Yu, Byung-Gon Chun

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* EuroSys 2018: Thirteenth EuroSys Conference, April 23-26, 2018, Porto, Portugal 
* Appeared in EuroSys 2018. 13 pages, 11 figures 

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