Challenges
Observation
Methodology
Similarity-Aware Activation Reuse
Adaptive Similarity Threshold Control
Dimensionality Reduction
U-shape Architecture Extension
Experiments
Limitation
Always upload client-side model for aggregation, regardless of the extent that activation changes.