ST-SFLora reduces communication in split federated learning by selecting semantically important tokens via attention scores and jointly optimizing them with wireless bandwidth and power allocation.
Quantized federated learning under transmission delay and outage constraints,
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Semantic-aware Token Selection and Resource Optimization for Communication-efficient Split Federated Fine-tuning in Edge Intelligence
ST-SFLora reduces communication in split federated learning by selecting semantically important tokens via attention scores and jointly optimizing them with wireless bandwidth and power allocation.