Concepedia

Hyoukjun Kwon

HK

Statistics

Publications

25

Citations

2.2K

H-Index

18

Active since

2017

Affiliations

Georgia Institute of Technology(Current)

Nvidia (United States)

Sandia National Laboratories

Korea Aerospace University

Hyoukjun Kwon is an author at Georgia Institute of Technology specializing in computer engineering, engineering, and computer science.

Top concepts

EngineeringComputer EngineeringComputer ScienceParallel ComputingComputer ArchitectureDeep LearningParallel ProgrammingMachine LearningData ScienceEdge Computing

Publications per year

2017–2023

25

Publications

25

SIGMA: A Sparse and Irregular GEMM Accelerator with Flexible Interconnects for DNN Training

Eric Qin, Ananda Samajdar, Hyoukjun Kwon et al. · 2020 · 442 citations

Engineering, Machine Learning, Hardware Algorithm +16

Understanding Reuse, Performance, and Hardware Cost of DNN Dataflow

Hyoukjun Kwon, Prasanth Chatarasi, Michael Pellauer et al. · 2019 · 280 citations

Engineering, Hardware Acceleration, Advanced Computing +14

Hyoukjun Kwon, Ananda Samajdar, Tushar Krishna · 2018 · 279 citations

Convolutional Neural Network, Deep Neural Networks, Engineering +14

Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation

Jiaqi Gu, Hyoukjun Kwon, Dilin Wang et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 229 citations

Convolutional Neural Network, Image Analysis, Machine Vision +15

MAERI

Hyoukjun Kwon, Ananda Samajdar, Tushar Krishna · ACM SIGPLAN Notices · 2018 · 192 citations

Convolutional Neural Network, Deep Neural Networks, Engineering +14

1–5 of 25