4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.DC2026
PIM-SHERPA: Software Method for On-device LLM Inference by Resolving PIM Memory Attribute and Layout Inconsistencies
Sunjung Lee, Sanghoon Cha, Hyeonsu Kim +8
On-device deployments of large language models (LLMs) are rapidly proliferating across mobile and edge platforms. LLM inference comprises a compute-intensive prefill phase and a me…
cs.CV2021★ 4 cited
Hidden-Fold Networks: Random Recurrent Residuals Using Sparse Supermasks
Ángel López García-Arias, Masanori Hashimoto, Masato Motomura +1
Deep neural networks (DNNs) are so over-parametrized that recent research has found them to already contain a subnetwork with high accuracy at their randomly initialized state. Fin…