Efficient Privacy-preserving Shared Representation Learning in Cross-device Federated Learning

Taek-Ho Lee ,  Suhyeon Kim ,  Junghye Lee and others 1

대한산업공학회 춘계공동학술대회 논문집

2022 .06

Development of a Federated Patient Similarity Learning Framework with Privacy Protection

이정혜 ,  Xiaoqian Jiang ,  전치혁

대한산업공학회 추계학술대회 논문집

2016 .11

A Survey on the Foundation Model and Federated Learning

Taehwan Lee ,  Sung Whan Yoon

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2024 .11

Federated Learning Framework for Personalized Arrhythmia Diagnosis Model Using RNN-based Models

Hyelim Jeon ,  JaeYeon Pa ,  k

한국정보과학회 학술발표논문집

2024 .12

Interpretable classification enabled Federated Learning framework

Jaein Lee ,  Jungwoo Lee

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2025 .02

Federated Learning-based Privacy-preserving Fingerprinting Localization Systems

Junha Pa ,  k ,  Hyowon Kim

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2020 .08

Research on Federated Learning with Differential Privacy

Jueun Lee ,  YoungSeo Kim ,  SuBin Lee and others 1

한국정보과학회 학술발표논문집

2023 .06

Relationship between Fairness in Federated Learning

Sangyoon Yu ,  Soo-Mook Moon

한국정보과학회 학술발표논문집

2022 .06

Personalized Federated Learning using Attention Mechanism

윤지수 ,  홍충선

한국정보과학회 학술발표논문집

2023 .06

Generalized and Personalized Federated Learning with Foundation Models via Parameter-Efficient Fine-Tuning

Yonghoon Jeon ,  EunGyung Kong ,  Taesup Kim

한국정보과학회 학술발표논문집

2024 .06

Effect of Privacy Preserving in Personalized Federated Learning with Heterogeneous Data from Wearable Devices

Hyejin Pa ,  k ,  Byungchan Ko and others 4

한국정보과학회 학술발표논문집

2021 .12

A Survey on Federated Learning and Its Business Applications

Taki Hasan Rafi ,  Suk Young Lim ,  Dong-Kyu Chae

Communications of the Korean Institute of Information Scientists and Engineers

2024 .09

A Simulation of Federated Learning for Privacy-Preserving in Mobile Communication Systems

Seyoung Ahn ,  Yushin Kim ,  Sunghyun Cho

대한전자공학회 학술대회

2020 .08

Analysis on the Impact of System heterogeneity on Federated Learning

Gyudong Kim ,  Younggeun Kim

한국정보과학회 학술발표논문집

2022 .12

Learning a Personalized Subspace for Federated Learning

Seok-Ju Hahn ,  Minwoo Jeong ,  Junghyee Lee

대한산업공학회 추계학술대회 논문집

2021 .11