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researcher

Sonali Singh

5 papers hereh-index 6122 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.AR1
  • cs.PF1
same name
  • Sonali Singh — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedExploiting Activation based Gradient Output Sparsity to Accelerate Backpropagation in CNNs

2 citations · 4 across the 5 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.AR2025

Optimizing Attention on GPUs by Exploiting GPU Architectural NUMA Effects

Mansi Choudhary, Karthik Sangaiah, Sonali Singh +3

The rise of disaggregated AI GPUs has exposed a critical bottleneck in large-scale attention workloads: non-uniform memory access (NUMA). As multi-chiplet designs become the norm f…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.