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Sheng Sun — most-cited papers & profile · Federated Learning
← authors
·
overview
Sheng Sun
11
papers ·
80
citations ·
10
h-index
Shanghai University · Foshan University · Chinese Academy of Sciences · Institute of Computing Technology · China General Nuclear Power Corporation (China) · Zhejiang Medicine (China)
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Most-cited papers
FedICT: Federated Multi-task Distillation for Multi-access Edge Computing
2023 · 47 citations
Knowledge Distillation in Federated Edge Learning: A Survey
2023 · 13 citations
Online Spatio-Temporal Correlation-Based Federated Learning for Traffic Flow Forecasting
2023 · 6 citations
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation
2022 · 4 citations
Logits Poisoning Attack in Federated Distillation
2024 · 3 citations
FedTrip: A Resource-Efficient Federated Learning Method with Triplet Regularization
2023 · 1 citations
Robust Federated Learning against Noisy Clients via Masked Optimization
2025
SVAFD: A Secure and Verifiable Co-Aggregation Protocol for Federated Distillation
2025
FedBIAD: Communication-Efficient and Accuracy-Guaranteed Federated Learning with Bayesian Inference-Based Adaptive Dropout
2023
Improving Communication Efficiency of Federated Distillation via Accumulating Local Updates
2023
Top co-authors
Yuwei Wang
· 8
Min Liu
· 7
Zhiyuan Wu
· 6
Xuefeng Jiang
· 4
Bo Gao
· 3
Tian Wen
· 3
Hui Jiang
· 2
Quyang Pan
· 2
and Bo Gao
· 1
Bo Gao
· 1
Jingjing Xue
· 1
Junbo Zhang
· 1
Topics
Federated Learning
Privacy
Communication
Data Heterogeneity
Edge Computing
Optimization