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researcher

Daniel Cummings

4 papers here

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

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.AI1
  • cs.NE1
same name
  • Daniel Cummings — 4 papers

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

most citedStructured Citation Trend Prediction Using Graph Neural Networks

22 citations · 27 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2022★ 4 cited

A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities

Daniel Cummings, Anthony Sarah, Sharath Nittur Sridhar +3

Recent advances in Neural Architecture Search (NAS) such as one-shot NAS offer the ability to extract specialized hardware-aware sub-network configurations from a task-specific sup…

cs.LG2021★ 22 cited

Structured Citation Trend Prediction Using Graph Neural Networks

Daniel Cummings, Marcel Nassar

Academic citation graphs represent citation relationships between publications across the full range of academic fields. Top cited papers typically reveal future trends in their co…

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