Jonghyun Bae

According to our database, Jonghyun Bae authored at least 18 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Improving measurement of blood-brain barrier permeability with reduced scan time using deep-learning-derived capillary input function.

Jonghyun Bae, Chenyang Li, Arjun V. Masurkar, Yulin Ge, Sungheon Gene Kim

NeuroImage, September, 2023

DDStore: Distributed Data Store for Scalable Training of Graph Neural Networks on Large Atomistic Modeling Datasets.

Jong Youl Choi, Massimiliano Lupo Pasini, Pei Zhang, Kshitij Mehta, Frank Liu, Jonghyun Bae, Khaled Ibrahim

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Liquid: Mix-and-Match Multiple Image Formats to Balance DNN Training Pipeline.

Woohyeon Baek, Jonghyun Bae, Donghyun Lee, Hyunwoong Bae, Yeonhong Park, Jae W. Lee

Proceedings of the 14th ACM SIGOPS Asia-Pacific Workshop on Systems, 2023

2022

PyNET-QxQ: A Distilled PyNET for QxQ Bayer Pattern Demosaicing in CMOS Image Sensor.

Minhyeok Cho, Haechang Lee, Hyunwoo Je, Kijeong Kim, Dongil Ryu, Jinsu Kim, Jonghyun Bae, Albert No

CoRR, 2022

L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training.

Jonghyun Bae, Woohyeon Baek, Tae Jun Ham, Jae W. Lee

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

ASAP: Fast Mobile Application Switch via Adaptive Prepaging.

Sam Son, Seung Yul Lee, Yunho Jin, Jonghyun Bae, Jinkyu Jeong, Tae Jun Ham, Jae W. Lee, Hongil Yoon

Proceedings of the 2021 USENIX Annual Technical Conference, 2021

A Simulation Pipeline to Generate Realistic Breast Images for Learning DCE-MRI Reconstruction.

Zhengnan Huang, Jonghyun Bae, Patricia M. Johnson, Terlika Sood, Laura Heacock, Justin Fogarty, Linda Moy, Sungheon Gene Kim, Florian Knoll

Proceedings of the Machine Learning for Medical Image Reconstruction, 2021

Layerweaver: Maximizing Resource Utilization of Neural Processing Units via Layer-Wise Scheduling.

Young H. Oh, Seonghak Kim, Yunho Jin, Sam Son, Jonghyun Bae, Jongsung Lee, Yeonhong Park, Dong Uk Kim, Tae Jun Ham, Jae W. Lee

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

Behemoth: A Flash-centric Training Accelerator for Extreme-scale DNNs.

Shine Kim, Yunho Jin, Gina Sohn, Jonghyun Bae, Tae Jun Ham, Jae W. Lee

Proceedings of the 19th USENIX Conference on File and Storage Technologies, 2021

FlashNeuron: SSD-Enabled Large-Batch Training of Very Deep Neural Networks.

Jonghyun Bae, Jongsung Lee, Yunho Jin, Sam Son, Shine Kim, Hakbeom Jang, Tae Jun Ham, Jae W. Lee

Proceedings of the 19th USENIX Conference on File and Storage Technologies, 2021

2020

A Case for Hardware-Based Demand Paging.

Gyusun Lee, Wenjing Jin, Wonsuk Song, Jeonghun Gong, Jonghyun Bae, Tae Jun Ham, Jae W. Lee, Jinkyu Jeong

Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

2019

SSDStreamer: Specializing I/O Stack for Large-Scale Machine Learning.

Jonghyun Bae, Hakbeom Jang, Jeonghun Gong, Wenjing Jin, Shine Kim, Jaeyoung Jang, Tae Jun Ham, Jinkyu Jeong, Jae W. Lee

IEEE Micro, 2019

Eager Memory Management for In-Memory Data Analytics.

Hakbeom Jang, Jonghyun Bae, Tae Jun Ham, Jae W. Lee

IEICE Trans. Inf. Syst., 2019

Practical Erase Suspension for Modern Low-latency SSDs.

Shine Kim, Jonghyun Bae, Hakbeom Jang, Wenjing Jin, Jeonghun Gong, SeungYeon Lee, Tae Jun Ham, Jae W. Lee

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

2017

Jointly optimizing task granularity and concurrency for in-memory mapreduce frameworks.

Jonghyun Bae, Hakbeom Jang, Wenjing Jin, Jun Heo, Jaeyoung Jang, Joo Young Hwang, Sangyeun Cho, Jae W. Lee

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2015

Exploring the Role of a Smartphone as a Motion Sensing and Control Device in the Wireless Networked Control of a Motor Test-bed.

Jared Alan Frank, Anthony Brill, Jonghyun Bae, Vikram Kapila

Proceedings of the ICINCO 2015, 2015

2012

A new edge directed interpolation algorithm using accurate estimation of edge directional covariance.

Jonghyun Bae, Yujin Yun, Kyungman Kim, Jaeseok Kim

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

2011

Natural hdr image tone mapping based on retinex.

Kyungman Kim, Jonghyun Bae, Jaeseok Kim

IEEE Trans. Consumer Electron., 2011