Xinchi Qiu

Xinchi Qiu

University of Cambridge - Cambridge / United Kingdom
Engineering & Technology / Computer Science
AD Scientific Index ID: 4890888
person_outline Xinchi Qiu's MOST POPULAR ARTICLES
1-) Flower: A friendly federated learning research frameworkDJ Beutel, T Topal, A Mathur, X Qiu, T Parcollet, PPB de Gusmão, ...arXiv preprint arXiv:2007.14390, 20201902020
2-) A first look into the carbon footprint of federated learningX Qiu, T Parcollet, J Fernandez-Marques, PPB de Gusmao, DJ Beutel, ...arXiv preprint arXiv:2102.07627, 2021262021
3-) ZeroFL: Efficient On-Device Training for Federated Learning with Local SparsityX Qiu, J Fernandez-Marques, PPB Gusmao, Y Gao, T Parcollet, ND LaneInternational Conference on Learning Representations, 2021372021
4-) On-device federated learning with flowerA Mathur, DJ Beutel, PPB de Gusmao, J Fernandez-Marques, T Topal, ...arXiv preprint arXiv:2104.03042, 2021502021
5-) Can Federated Learning Save the Planet?X Qiu, T Parcollet, D Beutel, T Topal, A Mathur, N LaneNeurIPS-Tackling Climate Change with Machine Learning, 2020332020