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Jia Hu — most-cited papers & profile · Federated Learning
← authors
·
overview
Jia Hu
19
papers ·
41
citations ·
34
h-index
South China Agricultural University · Tongji University · University of Wisconsin–Madison · Wuhan University of Technology · University of Exeter · Zhuhai Institute of Advanced Technology
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Most-cited papers
Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing
2020 · 17 citations
Faster Federated Learning with Decaying Number of Local SGD Steps
2023 · 12 citations
Federated Continual Learning for Edge-AI: A Comprehensive Survey
2024 · 6 citations
Accelerating Federated Learning with a Global Biased Optimiser
2021 · 1 citations
Federated Ensemble Model-based Reinforcement Learning in Edge Computing
2021 · 1 citations
Preventing Rank Collapse in Federated Low-Rank Adaptation with Client Heterogeneity
2026
DeepFusion: Accelerating MoE Training via Federated Knowledge Distillation from Heterogeneous Edge Devices
2026
Task-agnostic Low-rank Residual Adaptation for Efficient Federated Continual Fine-Tuning
2025
Incentivizing Multi-Tenant Split Federated Learning for Foundation Models at the Network Edge
2025
Zero-Knowledge Proof-Based Consensus for Blockchain-Secured Federated Learning
2025
Adaptive Rank Allocation for Federated Parameter-Efficient Fine-Tuning of Language Models
2025
Top co-authors
Geyong Min
· 10
Fei Wu
· 3
Feng Yu
· 2
Jin Wang
· 2
Shiqiang Wang
· 2
Zi Wang
· 2
Topics
Federated Learning
Privacy
Edge Computing
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