2 papers
cs.AR2026
CARB: A Characterization-Guided Framework for CNN Inference Cost Prediction and Deployment Screening
Linh Nguyen, Zhixin Pan
Accurate pre-deployment estimation of CNN inference cost--energy, latency, and peak memory--is increasingly critical as models are deployed on resource-constrained GPU platforms. E…
cs.CR2025
SAND: A Self-supervised and Adaptive NAS-Driven Framework for Hardware Trojan Detection
Zhixin Pan, Ziyu Shu, Linh Nguyen +1
The globalized semiconductor supply chain has made Hardware Trojans (HT) a significant security threat to embedded systems, necessitating the design of efficient and adaptable dete…