Wonkyung Jung

According to our database, Wonkyung Jung authored at least 15 papers between 2019 and 2024.

Collaborative distances:

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

2024

Generalizing AI-driven Assessment of Immunohistochemistry across Immunostains and Cancer Types: A Universal Immunohistochemistry Analyzer.

Biagio Brattoli, Mohammad Mostafavi, Taebum Lee, Wonkyung Jung, Jeongun Ryu, Seonwook Park, Jongchan Park, Sérgio Pereira, Seunghwan Shin, Sangjoon Choi, Hyojin Kim, Donggeun Yoo, Siraj M. Ali, Kyunghyun Paeng, Chan-Young Ock, Soo Ick Cho, Seokhwi Kim

CoRR, 2024

2023

Toward Practical Privacy-Preserving Convolutional Neural Networks Exploiting Fully Homomorphic Encryption.

Jaiyoung Park, Donghwan Kim, Jongmin Kim, Sangpyo Kim, Wonkyung Jung, Jung Hee Cheon, Jung Ho Ahn

CoRR, 2023

OCELOT: Overlapped Cell on Tissue Dataset for Histopathology.

Jeongun Ryu, Aaron Valero Puche, Jaewoong Shin, Seonwook Park, Biagio Brattoli, Jinhee Lee, Wonkyung Jung, Soo Ick Cho, Kyunghyun Paeng, Chan-Young Ock, Donggeun Yoo, Sérgio Pereira

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

MVP: An Efficient CNN Accelerator with Matrix, Vector, and Processing-Near-Memory Units.

Sunjung Lee, Jaewan Choi, Wonkyung Jung, Byeongho Kim, Jaehyun Park, Hweesoo Kim, Jung Ho Ahn

ACM Trans. Design Autom. Electr. Syst., 2022

AESPA: Accuracy Preserving Low-degree Polynomial Activation for Fast Private Inference.

Jaiyoung Park, Michael Jaemin Kim, Wonkyung Jung, Jung Ho Ahn

CoRR, 2022

AI for Patents: A Novel Yet Effective and Efficient Framework for Patent Analysis.

Junyoung Son, Hyeonseok Moon, Jeongwoo Lee, Seolhwa Lee, Chanjun Park, Wonkyung Jung, Heuiseok Lim

IEEE Access, 2022

BTS: an accelerator for bootstrappable fully homomorphic encryption.

Sangpyo Kim, Jongmin Kim, Michael Jaemin Kim, Wonkyung Jung, John Kim, Minsoo Rhu, Jung Ho Ahn

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

2021

Over 100x Faster Bootstrapping in Fully Homomorphic Encryption through Memory-centric Optimization with GPUs.

Wonkyung Jung, Sangpyo Kim, Jung Ho Ahn, Jung Hee Cheon, Younho Lee

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2021

Predicting pressure injury using nursing assessment phenotypes and machine learning methods.

Wenyu Song, Min-Jeoung Kang, Linying Zhang, Wonkyung Jung, Jiyoun Song, David W. Bates, Patricia C. Dykes

J. Am. Medical Informatics Assoc., 2021

Accelerating Fully Homomorphic Encryption Through Architecture-Centric Analysis and Optimization.

Wonkyung Jung, Eojin Lee, Sangpyo Kim, Jongmin Kim, Namhoon Kim, Keewoo Lee, Chohong Min, Jung Hee Cheon, Jung Ho Ahn

IEEE Access, 2021

Accelerating Fully Homomorphic Encryption Through Microarchitecture-Aware Analysis and Optimization.

Wonkyung Jung, Eojin Lee, Sangpyo Kim, Namhoon Kim, Keewoo Lee, Chohong Min, Jung Hee Cheon, Jung Ho Ahn

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021

2020

MViD: Sparse Matrix-Vector Multiplication in Mobile DRAM for Accelerating Recurrent Neural Networks.

Byeongho Kim, Jongwook Chung, Eojin Lee, Wonkyung Jung, Sunjung Lee, Jaewan Choi, Jaehyun Park, Minbok Wi, Sukhan Lee, Jung Ho Ahn

IEEE Trans. Computers, 2020

HEAAN Demystified: Accelerating Fully Homomorphic Encryption Through Architecture-centric Analysis and Optimization.

Wonkyung Jung, Eojin Lee, Sangpyo Kim, Keewoo Lee, Namhoon Kim, Chohong Min, Jung Hee Cheon, Jung Ho Ahn

CoRR, 2020

Accelerating Number Theoretic Transformations for Bootstrappable Homomorphic Encryption on GPUs.

Sangpyo Kim, Wonkyung Jung, Jaiyoung Park, Jung Ho Ahn

Proceedings of the IEEE International Symposium on Workload Characterization, 2020

2019

Restructuring Batch Normalization to Accelerate CNN Training.

Wonkyung Jung, Daejin Jung, Byeongho Kim, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn

Proceedings of the Second Conference on Machine Learning and Systems, SysML 2019, 2019