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confidence estimation 1edge deployment 1graph attention networks 1hardware-aware neural architecture search 1latency prediction 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

HiFi-LLP: High-Fidelity, Low-Cost Latency Predictors with Confidence for Robust HW-NAS

Shambhavi Balamuthu Sampath, Behzad Shomali, Nael Fasfous +7

The paper introduces HiFi-LLP, a graph‑attention‑network based latency predictor that provides confidence estimates, allowing a hybrid hardware‑aware neural architecture search tha…