Jonghyun Bae
Orcid: 0000-0002-3987-6603
According to our database1,
Jonghyun Bae
authored at least 22 papers
between 2011 and 2024.
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Bibliography
2024
Scalable Training of Graph Foundation Models for Atomistic Materials Modeling: A Case Study with HydraGNN.
CoRR, 2024
MDLoader: A Hybrid Model-Driven Data Loader for Distributed Graph Neural Network Training.
Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024
MDLoader: A Hybrid Model-driven Data Loader for Distributed Deep Neural Networks Training.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024
ISP2DLA: Automated Deep Learning Accelerator Design for On-Sensor Image Signal Processing.
Proceedings of the 35th IEEE International Conference on Application-specific Systems, 2024
2023
Improving measurement of blood-brain barrier permeability with reduced scan time using deep-learning-derived capillary input function.
NeuroImage, September, 2023
DDStore: Distributed Data Store for Scalable Training of Graph Neural Networks on Large Atomistic Modeling Datasets.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
Proceedings of the 14th ACM SIGOPS Asia-Pacific Workshop on Systems, 2023
2022
CoRR, 2022
L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training.
Proceedings of the Computer Vision - ECCV 2022, 2022
2021
Proceedings of the 2021 USENIX Annual Technical Conference, 2021
A Simulation Pipeline to Generate Realistic Breast Images for Learning DCE-MRI Reconstruction.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2021
Layerweaver: Maximizing Resource Utilization of Neural Processing Units via Layer-Wise Scheduling.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021
Proceedings of the 19th USENIX Conference on File and Storage Technologies, 2021
Proceedings of the 19th USENIX Conference on File and Storage Technologies, 2021
2020
Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020
2019
IEEE Micro, 2019
Proceedings of the 2019 USENIX Annual Technical Conference, 2019
2017
Jointly optimizing task granularity and concurrency for in-memory mapreduce frameworks.
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.
Proceedings of the ICINCO 2015, 2015
2012
A new edge directed interpolation algorithm using accurate estimation of edge directional covariance.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
2011
IEEE Trans. Consumer Electron., 2011