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.
Adaptive resource allocation for semantic communication networks,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.DC 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.