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Hongrui Shi
Hongrui Shi
University of Sheffield
Dirección de correo verificada de sheffield.ac.uk
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Towards federated learning with attention transfer to mitigate system and data heterogeneity of clients
H Shi, V Radu
Proceedings of the 4th international workshop on edge systems, analytics and …, 2021
82021
Data selection for efficient model update in federated learning
H Shi, V Radu
Proceedings of the 2nd European Workshop on Machine Learning and Systems, 72-78, 2022
42022
Closing the Gap between Client and Global Model Performance in Heterogeneous Federated Learning
H Shi, V Radu, P Yang
arXiv preprint arXiv:2211.03457, 2022
12022
Lightweight Workloads in Heterogeneous Federated Learning via Few-shot Learning
H Shi, V Radu, P Yang
Proceedings of the 4th International Workshop on Distributed Machine …, 2023
2023
Distributed Training for Speech Recognition using Local Knowledge Aggregation and Knowledge Distillation in Heterogeneous Systems
H Shi, V Radu, P Yang
Proceedings of the 3rd Workshop on Machine Learning and Systems, 64-70, 2023
2023
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Artículos 1–5