2 papers
cs.AI2026
CPR-IE:A Compression-Prediction-Resource Intelligence Efficiency Metric
Xiantao Jiang
Comparing intelligent systems under deployment constraints requires more than predictiveaccuracy.This paper develops Compression-Prediction-Resource Intelligence Efficiency (CPR-IE…
cs.LG2026
QuIDE: Mastering the Quantized Intelligence Trade-off via Active Optimization
Xiantao Jiang
There is currently no unified metric for evaluating the efficiency of quantized neural networks. We propose QuIDE, built around the Intelligence Index I = (C x P)/log_2(T+1), which…