Quantum Federated Learning

Quantum Federated Learning is a distributed quantum machine learning framework that enables multiple participants to collaboratively train a shared quantum model without exchanging local quantum data, preserving data privacy through quantum information processing.

Publications

1.1K

Citations

Authors

Institutions

Publications per year

2017–2026

Parents

Quantum Machine Learning

Publications

Federated Quantum Machine Learning

Samuel Yen-Chi Chen · MDPI (MDPI AG) · 2021 · 167 citations · Full text

Computing, Computer Science, Distributed Systems +12

Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition

Chao-Han Huck Yang, Jun Qi, Samuel Yen-Chi Chen et al. · arXiv (Cornell University) · 2020 · 158 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Quantum federated learning through blind quantum computing

Weikang Li, Sirui Lu, Dong-Ling Deng · Science China Physics Mechanics and Astronomy · 2021 · 106 citations · Full text

Computing, Computer Science, Physics +12

A quantum federated learning framework for classical clients

Yanqi Song, Yusen Wu, Shengyao Wu et al. · Science China Physics Mechanics and Astronomy · 2024 · 96 citations

Computing, Computer Science, Physics +12

Quantum Federated Learning with Quantum Data

Mahdi Chehimi, Walid Saad · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2022 · 94 citations

Computing, Computer Science, Distributed Systems +11

1–5 of 20

Authors

SY
Samuel Yen-Chi Chen
Brookhaven National Laboratory, United States
4 publications · 391 citations
4
h-index
CL
Chin‐Hui Lee
Georgia Institute of Technology, United States
2 publications · 174 citations
2
h-index
PC
Pin‐Yu Chen
IBM (United States), United States
2 publications · 174 citations
2
h-index
CH
Chao-Han Huck Yang
Georgia Institute of Technology, United States
2 publications · 174 citations
2
h-index
SM
Sabato Marco Siniscalchi
Georgia Institute of Technology, United States
2 publications · 174 citations
2
h-index

1–5 of 80

Institutions

1–8 of 41

Venues

arXiv (Cornell University)
Repository · 3 publications · 185 citations
3
h-index
Science China Physics Mechanics and Astronomy
2 publications · 202 citations
2
h-index
2021 IEEE Global Communications Conference (GLOBECOM)
Conference · 1 publications · 42 citations
1
h-index
2021 17th International Conference on Mobility, Sensing and Networking (MSN)
Conference · 1 publications · 21 citations
1
h-index
IEEE Transactions on Intelligent Transportation Systems
1 publications · 68 citations
1
h-index

1–5