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• Revisit the Stability of Vanilla Federated Learning Under Diverse Conditions
  2025 · 6 citations
• Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance
  2022 · 2 citations
• A Unified Benchmark of Federated Learning with Kolmogorov-Arnold Networks for Medical Imaging
  2025 · 1 citations
• Beyond Fixed Rounds: Data-Free Early Stopping for Practical Federated Learning
  2026
• CG-FKAN: Compressed-Grid Federated Kolmogorov-Arnold Networks for Communication Constrained Environment
  2025
• When to Stop Federated Learning: Zero-Shot Generation of Synthetic Validation Data with Generative AI for Early Stopping
  2025
• Debunking Optimization Myths in Federated Learning for Medical Image Classification
  2025
• Exploring Potential Prompt Injection Attacks in Federated Military LLMs and Their Mitigation
  2025
• Embedding Byzantine Fault Tolerance into Federated Learning via Consistency Scoring
  2024
• Generative AI-Powered Plugin for Robust Federated Learning in Heterogeneous IoT Networks
  2024
• Fast-Convergent Federated Learning via Cyclic Aggregation
  2022