Suhyun Kim

According to our database, Suhyun Kim authored at least 53 papers between 1999 and 2025.

Collaborative distances:

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

2025

Model-Agnostic and Efficient Mixup Augmentation Guided by Saliency Maps.

Minsoo Kang, Seong-Whan Lee, Suhyun Kim

IEEE Trans. Pattern Anal. Mach. Intell., August, 2025

ELITE: Enhanced Language-Image Toxicity Evaluation for Safety.

Wonjun Lee, Doehyeon Lee, Eugene Choi, Sangyoon Yu, Ashkan Yousefpour, Haon Park, Bumsub Ham, Suhyun Kim

CoRR, February, 2025

Perspective Shifts: Cultivating Teacher Diversity in Online Knowledge Distillation.

Mincheol Park, Woojeong Kim, Junsik Bang, Yuna Park, Won Woo Ro, Suhyun Kim

Knowl. Based Syst., 2025

Convergence Analysis of Federated Learning Methods Using Backward Error Analysis.

Jinwoo Lim, Suhyun Kim, Soo-Mook Moon

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Maximizing the Position Embedding for Vision Transformers with Global Average Pooling.

Wonjun Lee, Bumsub Ham, Suhyun Kim

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Mixup Mask Adaptation: Bridging the gap between input saliency and representations via attention mechanism in feature mixup.

Minsoo Kang, Minkoo Kang, Seong-Whan Lee, Suhyun Kim

Image Vis. Comput., 2024

DEPrune: Depth-wise Separable Convolution Pruning for Maximizing GPU Parallelism.

Cheonjun Park, Mincheol Park, Hyunchan Moon, Myung Kuk Yoon, Seokjin Go, Suhyun Kim, Won Woo Ro

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

REPrune: Channel Pruning via Kernel Representative Selection.

Mincheol Park, Dongjin Kim, Cheonjun Park, Yuna Park, Gyeong Eun Gong, Won Woo Ro, Suhyun Kim

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN.

Minsoo Kang, Minkoo Kang, Suhyun Kim

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Windows malware detection based on static analysis with multiple features.

Muhammad Irfan Yousuf, Izza Anwer, Ayesha Riasat, Khawaja Tahir Zia, Suhyun Kim

PeerJ Comput. Sci., 2023

DepthFL : Depthwise Federated Learning for Heterogeneous Clients.

Minjae Kim, Sangyoon Yu, Suhyun Kim, Soo-Mook Moon

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Probabilistic Precision and Recall Towards Reliable Evaluation of Generative Models.

Dogyun Park, Suhyun Kim

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism.

Cheonjun Park, Mincheol Park, Hyun Jae Oh, Minkyu Kim, Myung Kuk Yoon, Suhyun Kim, Won Woo Ro

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

GuidedMixup: An Efficient Mixup Strategy Guided by Saliency Maps.

Minsoo Kang, Suhyun Kim

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Pool Compression for Undirected Graphs.

Muhammad Irfan Yousuf, Suhyun Kim

IEEE Access, 2022

NaturalInversion: Data-Free Image Synthesis Improving Real-World Consistency.

Yujin Kim, Dogyun Park, Dohee Kim, Suhyun Kim

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

A generative model for time evolving networks.

Muhammad Irfan Yousuf, Suhyun Kim

Knowl. Inf. Syst., 2021

Federated Learning for Face Recognition.

Jaehyeok Kim, Taehyeong Park, Hyorin Kim, Suhyun Kim

Proceedings of the IEEE International Conference on Consumer Electronics, 2021

2020

Guided sampling for large graphs.

Muhammad Irfan Yousuf, Suhyun Kim

Data Min. Knowl. Discov., 2020

Neuron Merging: Compensating for Pruned Neurons.

Woojeong Kim, Suhyun Kim, Mincheol Park, Geonseok Jeon

CoRR, 2020

REPrune: Filter Pruning via Representative Election.

Mincheol Park, Woojeong Kim, Suhyun Kim

CoRR, 2020

Neuron Merging: Compensating for Pruned Neurons.

Woojeong Kim, Suhyun Kim, Mincheol Park, Geunseok Jeon

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Blockchain-based Notarization for Social Media.

Gyuwon Song, Suhyun Kim, Haejin Hwang, Kwanhoon Lee

Proceedings of the IEEE International Conference on Consumer Electronics, 2019

2018

List sampling for large graphs.

Muhammad Irfan Yousuf, Suhyun Kim

Intell. Data Anal., 2018

2017

Mutual exclusion method in client-side aggregation of cloud storage.

Dongmahn Seo, Suhyun Kim, Gyuwon Song

IEEE Trans. Consumer Electron., 2017

Mutual exclusion strategy in a Cloud-of-clouds.

Dongmahn Seo, Suhyun Kim, Gyuwon Song

Proceedings of the IEEE International Conference on Consumer Electronics, 2017

2015

Saveme: client-side aggregation of cloud storage.

Gyuwon Song, Suhyun Kim, Dongmahn Seo

IEEE Trans. Consumer Electron., 2015

Coping with bad-mouthing in peer-to-peer file sharing networks.

Muhammad Irfan Yousuf, Suhyun Kim

Proceedings of the 2015 IEEE International Conference on Peer-to-Peer Computing, 2015

SaveMe: User-centric cloud system.

Gyuwon Song, Suhyun Kim, Dongmahn Seo

Proceedings of the IEEE International Conference on Consumer Electronics, 2015

2014

Real-time panoramic video streaming system with overlaid interface concept for social media.

Dongmahn Seo, Suhyun Kim, Hogun Park, Heedong Ko

Multim. Syst., 2014

StreamMe: Me-centric multimedia streaming system with clouds, P2P and smartphones.

Dongmahn Seo, Suhyun Kim, Gyuwon Song, Seung-gil Hong

Proceedings of the IEEE International Conference on Consumer Electronics, 2014

Speech-to-text-based life log system for smartphones.

Dongmahn Seo, Suhyun Kim, Gyuwon Song, Seung-gil Hong

Proceedings of the IEEE International Conference on Consumer Electronics, 2014

User generated highlight system for baseball games with social media activities.

Dongmahn Seo, Suhyun Kim, Hogun Park, Heedong Ko

Proceedings of the IEEE International Conference on Consumer Electronics, 2014

2013

Long-term behavior pattern prediction for peer-to-peer systems.

Gyuwon Song, Suhyun Kim

Proceedings of the 13th IEEE International Conference on Peer-to-Peer Computing, 2013

Kistree: A reliable constant degree DHT.

Muhammad Irfan Yousuf, Suhyun Kim

Proceedings of the 2013 21st IEEE International Conference on Network Protocols, 2013

2012

Immersive panorama TV service system.

Dongmahn Seo, Suhyun Kim, Jaewook Yoo, Hogun Park, Heedong Ko

Proceedings of the IEEE International Conference on Consumer Electronics, 2012

Panoramic interface for baseball live with SNS.

Dongmahn Seo, Suhyun Kim, Hogun Park, Geun-Young Lee, Heedong Ko

Proceedings of the IEEE International Conference on Consumer Electronics, 2012

Overlay SNS: Next generation social network service.

Dongmahn Seo, Suhyun Kim, Hogun Park, Geun-Young Lee, Heedong Ko

Proceedings of the IEEE International Conference on Consumer Electronics, 2012

Personal multi-angle media broadcasting service system.

Dongmahn Seo, Suhyun Kim, Youngtae Jo, Hogun Park, Heedong Ko

Proceedings of the IEEE International Conference on Consumer Electronics, 2012

2011

Speech Enhancement Based on Adaptive Noise Power Estimation Using Spectral Difference.

Jae-Hun Choi, Joon-Hyuk Chang, Dong Kook Kim, Suhyun Kim

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2011

Aggressive Function Splitting for Partial Inlining.

Junpyo Lee, Jae-Jin Kim, Soo-Mook Moon, Suhyun Kim

Proceedings of the 15th Workshop on Interaction between Compilers and Computer Architectures, 2011

2010

Understanding Individual Nodes in Peer-to-Peer Systems.

Gyuwon Song, Suhyun Kim, Sunghwan Jang, Daeil Seo

Proceedings of the 19th International Conference on Computer Communications and Networks, 2010

2009

Replica Placement Algorithm for Highly Available Peer-to-Peer Storage Systems.

Gyuwon Song, Suhyun Kim, Daeil Seo

Proceedings of the First International Conference on Advances in P2P Systems, 2009

2008

Rotating register allocation with multiple rotating branches.

Suhyun Kim, Soo-Mook Moon

Proceedings of the 22nd Annual International Conference on Supercomputing, 2008

2007

Efficient Register Mapping and Allocation in LaTTe, an Open-Source Java Just-in-Time Compiler.

Byung-Sun Yang, Junpyo Lee, SeungIl Lee, Seongbae Park, Yoo C. Chung, Suhyun Kim, Kemal Ebcioglu, Erik R. Altman, Soo-Mook Moon

IEEE Trans. Parallel Distributed Syst., 2007

Rotating Register Allocation for Enhanced Pipeline Scheduling.

Suhyun Kim, Soo-Mook Moon

Proceedings of the 16th International Conference on Parallel Architectures and Compilation Techniques (PACT 2007), 2007

2004

<i>V</i>LaTTe: A Java Just-in-Time Compiler for VLIW with Fast Scheduling and Register Allocation.

Suhyun Kim, Soo-Mook Moon, Kemal Ebcioglu, Erik R. Altman

IEICE Trans. Inf. Syst., 2004

2002

Unroll-Based Copy Elimination for Enhanced Pipeline Scheduling.

Suhyun Kim, Soo-Mook Moon, Jinpyo Park, Kemal Ebcioglu

IEEE Trans. Computers, 2002

2000

Reducing virtual call overheads in a Java VM just-in-time compiler.

Junpyo Lee, Byung-Sun Yang, Suhyun Kim, Kemal Ebcioglu, Erik R. Altman, SeungIl Lee, Yoo C. Chung, Heungbok Lee, Je-Hyung Lee, Soo-Mook Moon

SIGARCH Comput. Archit. News, 2000

Efficient Java exception handling in just-in-time compilation.

SeungIl Lee, Byung-Sun Yang, Suhyun Kim, Seongbae Park, Soo-Mook Moon, Kemal Ebcioglu, Erik R. Altman

Proceedings of the ACM 2000 Java Grande Conference, San Francisco, CA, USA, 2000

Unroll-based register coalescing.

Suhyun Kim, Soo-Mook Moon, Jinpyo Park, Kemal Ebcioglu

Proceedings of the 14th international conference on Supercomputing, 2000

1999

Unroll-Based Copy Elimination for Enhanced Pipeline Scheduling.

Suhyun Kim, Soo-Mook Moon, Jinpyo Park, Han-Saem Yun

Proceedings of the Languages and Compilers for Parallel Computing, 1999

LaTTe: A Java VM Just-In-Time Compiler with Fast and Efficient Register Allocation.

Byung-Sun Yang, Soo-Mook Moon, Seongbae Park, Junpyo Lee, SeungIl Lee, Jinpyo Park, Yoo C. Chung, Suhyun Kim, Kemal Ebcioglu, Erik R. Altman

Proceedings of the 1999 International Conference on Parallel Architectures and Compilation Techniques, 1999