ROMER cuts perplexity by up to 59% in noisy analog CIM environments for MoE LLMs via expert replacement and router recalibration calibrated on real-chip measurements.
Title resolution pending
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2representative citing papers
An EH-aware access probability broadcast in paging messages keeps collisions nearly constant and reduces paging rounds needed for successful uplink reports in dense ambient IoT networks.
citing papers explorer
-
ROMER: Expert Replacement and Router Calibration for Robust MoE LLMs on Analog Compute-in-Memory Systems
ROMER cuts perplexity by up to 59% in noisy analog CIM environments for MoE LLMs via expert replacement and router recalibration calibrated on real-chip measurements.
-
Adaptive Contention-based Random Access for Uplink Reporting in 3GPP Ambient IoT Networks
An EH-aware access probability broadcast in paging messages keeps collisions nearly constant and reduces paging rounds needed for successful uplink reports in dense ambient IoT networks.