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Mingsong Chen — most-cited papers & profile · Federated Learning
← authors
·
overview
Mingsong Chen
25
papers ·
25
citations ·
36
h-index
East China Normal University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FedEntropy: Efficient Device Grouping for Federated Learning Using Maximum Entropy Judgment
2022 · 7 citations
Have Your Cake and Eat It Too: Toward Efficient and Accurate Split Federated Learning
2023 · 4 citations
AdapterFL: Adaptive Heterogeneous Federated Learning for Resource-constrained Mobile Computing Systems
2023 · 4 citations
FilterFL: Knowledge Filtering-based Data-Free Backdoor Defense for Federated Learning
2023 · 2 citations
FedCAT: Towards Accurate Federated Learning via Device Concatenation
2022 · 2 citations
FedCross: Towards Accurate Federated Learning via Multi-Model Cross-Aggregation
2022 · 2 citations
FitLight: Federated Imitation Learning for Plug-and-Play Autonomous Traffic Signal Control
2025
Efficient Federated Learning for AIoT Applications Using Knowledge Distillation
2021
Towards Fast and Accurate Federated Learning with non-IID Data for Cloud-Based IoT Applications
2022
FedMR: Fedreated Learning via Model Recombination
2022
HierarchyFL: Heterogeneous Federated Learning via Hierarchical Self-Distillation
2022
Is Aggregation the Only Choice? Federated Learning via Layer-wise Model Recombination
2023
MIP: CLIP-based Image Reconstruction from PEFT Gradients
2024
KoReA-SFL: Knowledge Replay-based Split Federated Learning Against Catastrophic Forgetting
2024
CaBaFL: Asynchronous Federated Learning via Hierarchical Cache and Feature Balance
2024
Top co-authors
Ming Hu
· 6
Xiaofei Xie
· 6
Yihao Huang
· 5
Zeke Xia
· 5
Zhihao Yue
· 4
Anran Li
· 3
Dengke Yan
· 3
Ming Hu
· 3
Peiheng Zhou
· 3
Tian Liu
· 3
Xian Wei
· 3
Jun Xia
· 2
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization
Communication
Edge Computing