Concepedia

Xinchi Qiu

XQ

Statistics

Publications

6

Citations

262

H-Index

6

Active since

2020

Affiliations

University of Cambridge(Current)

Laboratoire Informatique d'Avignon

University of Oxford

Xinchi Qiu is an author at University of Cambridge specializing in computer science, distributed learning, and big data.

Top concepts

Big DataEngineeringData ScienceComputer ScienceFederated LearningDistributed LearningData PrivacyEdge ComputingCloud ComputingMachine Learning

Publications per year

2020–2023

6

Publications

6

Flower: A Friendly Federated Learning Research Framework

Daniel J. Beutel, Taner Topal, Akhil Mathur et al. · arXiv (Cornell University) · 2020 · 107 citations · Full text

Cluster Computing, Heterogeneous Computing, Engineering +18

FLOWER: A FRIENDLY FEDERATED LEARNING FRAMEWORK

Daniel J. Beutel, Taner Topal, Akhil Mathur et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2022 · 57 citations · Full text

A first look into the carbon footprint of federated learning

Xinchi Qiu, Titouan Parcollet · arXiv (Cornell University) · 2021 · 55 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Quaternion Neural Networks for Multi-Channel Distant Speech Recognition

Xinchi Qiu, Titouan Parcollet, Mirco Ravanelli et al. · 2020 · 16 citations

Gradient-less Federated Gradient Boosting Tree with Learnable Learning Rates

Chenyang Ma, Xinchi Qiu, Daniel J. Beutel et al. · 2023 · 16 citations · Full text

Engineering, Machine Learning, Federated Structure +18

1–5 of 6