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• Scalable and Low-Latency Federated Learning with Cooperative Mobile Edge Networking
  2022 · 51 citations
• Differentially Private Federated Learning for Resource-Constrained Internet of Things
  2020 · 18 citations
• Heterogeneity-Aware Cooperative Federated Edge Learning with Adaptive Computation and Communication Compression
  2024 · 11 citations
• Communication and Energy Efficient Wireless Federated Learning with Intrinsic Privacy
  2023 · 9 citations
• Concentrated Differentially Private and Utility Preserving Federated Learning
  2020 · 8 citations
• Federated Learning with Sparsified Model Perturbation: Improving Accuracy under Client-Level Differential Privacy
  2022 · 3 citations
• FedKRSO: Communication and Memory Efficient Federated Fine-Tuning of Large Language Models
  2026
• DP$^2$-FedSAM: Enhancing Differentially Private Federated Learning Through Personalized Sharpness-Aware Minimization
  2024
• Heterogeneity-Aware Resource Allocation and Topology Design for Hierarchical Federated Edge Learning
  2024
• One Node Per User: Node-Level Federated Learning for Graph Neural Networks
  2024
• FedPT: Federated Proxy-Tuning of Large Language Models on Resource-Constrained Edge Devices
  2024
• Online Client Scheduling and Resource Allocation for Efficient Federated Edge Learning
  2024