Concepedia

Sundong Kim

SK

9

Publications

217

Citations

9

H-Index

2020

Active since

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Institute for Basic Science

Microsoft Research Asia (China)

Gwangju Institute of Science and Technology

Tsinghua University

Sundong Kim is an author at Korea Advanced Institute of Science and Technology specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceTradeData MiningKnowledge DiscoveryPredictive AnalyticsBusinessCovid-19

Publications per year

2020–2025

9

Publications

9

Improving Unsupervised Image Clustering With Robust Learning

Sungwon Park, Sungwon Han, Sundong Kim et al. · 2021 · 84 citations

Engineering, Machine Learning, Robust Learning +18

FedDefender: Client-Side Attack-Tolerant Federated Learning

Sungwon Park, Sungwon Han, Fangzhao Wu et al. · 2023 · 24 citations

Engineering, Machine Learning, Information Security +16

DATE

Sundong Kim, Yu‐Che Tsai, Karandeep Singh et al. · 2020 · 23 citations · Full text

Fraud Detection, Customs Fraud, Engineering +13

Ada-boundary: accelerating DNN training via adaptive boundary batch selection

Hwanjun Song, Sundong Kim, Minseok Kim et al. · Machine Learning · 2020 · 21 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +3

Towards Attack-tolerant Federated Learning via Critical Parameter Analysis

Sungwon Han, Sungwon Park, Fangzhao Wu et al. · 2023 · 18 citations

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