Yong-Yeon Jo

According to our database, Yong-Yeon Jo authored at least 26 papers between 2012 and 2024.

Collaborative distances:

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

2024

TADA: Temporal Adversarial Data Augmentation for Time Series Data.

Byeong Tak Lee, Joon-Myoung Kwon, Yong-Yeon Jo

CoRR, 2024

Foundation Models for Electrocardiograms.

Junho Song, Jong-Hwan Jang, Byeong Tak Lee, Dong-gyun Hong, Joon-Myoung Kwon, Yong-Yeon Jo

CoRR, 2024

2023

Optimizing Neural Network Scale for ECG Classification.

Byeong Tak Lee, Yong-Yeon Jo, Joon-Myoung Kwon

CoRR, 2023

ECGT2T: Towards Synthesizing Twelve-Lead Electrocardiograms from Two Asynchronous Leads.

Yong-Yeon Jo, Young Sang Choi, Jong-Hwan Jang, Joon-Myoung Kwon

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

A Data Layout With Good Data Locality for Single-Machine Based Graph Engines.

Yong-Yeon Jo, Myung-Hwan Jang, Sang-Wook Kim, Sunju Park

IEEE Trans. Computers, 2022

Efficient Data Augmentation Policy for Electrocardiograms.

ByeongTak Lee, Yong-Yeon Jo, Seon-Yu Lim, Youngjae Song, Joon-Myoung Kwon

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

On the Inductive Bias Transfer with Knowledge Distillation for Real-World Data.

Byeong Tak Lee, Yong-Yeon Jo, Joon-Myoung Kwon

Proceedings of the Workshop on Applied Machine Learning Methods for Time Series Forecasting (AMLTS 2022) co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

2021

${\sf FORESEE}$FORESEE: An Effective and Efficient Framework for Estimating the Execution Times of IO Traces on the SSD.

Yoonsuk Kang, Yong-Yeon Jo, Jaehyuk Cha, Wan D. Bae, Wonjun Lee, Sang-Wook Kim

IEEE Trans. Computers, 2021

RealGraph-Web: A Graph Analysis Platform on the Web.

Myung-Hwan Jang, Yong-Yeon Jo, Sang-Wook Kim

Proc. VLDB Endow., 2021

ECGT2T: Electrocardiogram synthesis from Two asynchronous leads to Ten leads.

Yong-Yeon Jo, Joon-Myoung Kwon

CoRR, 2021

2020

Efficient processing of recommendation algorithms on a single-machine-based graph engine.

Yong-Yeon Jo, Myung-Hwan Jang, Sang-Wook Kim, Kyungsik Han

J. Supercomput., 2020

Optimization of GPU-based Sparse Matrix Multiplication for Large Sparse Networks.

Jeongmyung Lee, Seokwon Kang, Yongseung Yu, Yong-Yeon Jo, Sang-Wook Kim, Yongjun Park

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

RealGraph: A Graph Engine Leveraging the Power-Law Distribution of Real-World Graphs.

Yong-Yeon Jo, Myung-Hwan Jang, Sang-Wook Kim, Sunju Park

Proceedings of the World Wide Web Conference, 2019

2018

A High-Performance Graph Engine for Efficient Social Network Analysis.

Yong-Yeon Jo, Myung-Hwan Jang, Hyungsoo Jung, Sang-Wook Kim

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

2017

High-performance data mining with intelligent SSD.

Yong-Yeon Jo, Sang-Wook Kim, Sungwoo Cho, Duck-Ho Bae, Hyunok Oh

Clust. Comput., 2017

Efficient processing of large-scale sparse matrix-matrix multiplications on a single machine.

Yong-Yeon Jo, Kyuhwan Lee, Myung-Hwan Jang, Sang-Wook Kim, Eunjee Song

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

A Framework for Estimating Execution Times of IO Traces on SSDs.

Yoonsuk Kang, Yong-Yeon Jo, Jaehyuk Cha, Wan D. Bae, Sang-Wook Kim

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

The uFLIP benchmark revisited for evaluating SSDs.

Yoonsuk Kang, Yong-Yeon Jo, Jaehyuk Cha, Sang-Wook Kim, Youngkyun Shin

Int. J. Commun. Syst., 2016

Intelligent SSD: A turbo for big data mining.

Duck-Ho Bae, Jin-Hyung Kim, Yong-Yeon Jo, Sang-Wook Kim, Hyunok Oh, Chanik Park

Comput. Sci. Inf. Syst., 2016

Collaborative processing of data-intensive algorithms with CPU, intelligent SSD, and GPU.

Yong-Yeon Jo, Sungwoo Cho, Sang-Wook Kim, Hyunok Oh

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Data Locality in Graph Engines: Implications and Preliminary Experimental Results.

Yong-Yeon Jo, Jiwon Hong, Myung-Hwan Jang, Jae-Geun Bang, Sang-Wook Kim

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Data mining in intelligent SSD: Simulation-based evaluation.

Yong-Yeon Jo, Sang-Wook Kim, Moonjun Chung, Hyunok Oh

Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016

2015

On running data-intensive algorithms with intelligent SSD and host CPU: a collaborative approach.

Yong-Yeon Jo, Sungwoo Cho, Sang-Wook Kim, Duck-Ho Bae, Hyunok Oh

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Efficient Sparse Matrix Multiplication on GPU for Large Social Network Analysis.

Yong-Yeon Jo, Sang-Wook Kim, Duck-Ho Bae

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

GPU-based matrix multiplication methods for social networks analysis.

Yong-Yeon Jo, Sang-Wook Kim, Duck-Ho Bae

Proceedings of the 2014 Conference on Research in Adaptive and Convergent Systems, 2014

2012

Efficient computations of link-based similarity measures on the GPU.

Yong-Yeon Jo, Duck-Ho Bae, Sang-Wook Kim

Proceedings of the 3rd IEEE International Conference on Network Infrastructure and Digital Content, 2012