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20242026
most citedSaving GPU Hours in LLM Inference System Development and Online Workloads with Simulation and DBMS-Inspired Cache Replacement Policies

2 citations · 2 across the 8 of their papers we have counts for

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cs.LG2026

SigmaQuant: Hardware-Aware Heterogeneous Quantization Method for Edge DNN Inference

Qunyou Liu, Pengbo Yu, Marina Zapater +1

Deep neural networks (DNNs) are essential for performing advanced tasks on edge or mobile devices, yet their deployment is often hindered by severe resource constraints, including…