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researcher

Chris Cummins

2 papers here

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.PL1
ORCID 0000-0002-9382-4302
same name
  • Chris Cummins — 8 papers
  • Chris Cummins — 4 papers
  • Chris Cummins — 1 paper

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 citedMeta Large Language Model Compiler: Foundation Models of Compiler Optimization

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

collaborators

2 papers

cs.PL2024★ 2 cited

Meta Large Language Model Compiler: Foundation Models of Compiler Optimization

Chris Cummins, Volker Seeker, Dejan Grubisic +4

Large Language Models (LLMs) have demonstrated remarkable capabilities across a variety of software engineering and coding tasks. However, their application in the domain of code a…

cs.LG2024

Priority Sampling of Large Language Models for Compilers

Dejan Grubisic, Chris Cummins, Volker Seeker +1

Large language models show great potential in generating and optimizing code. Widely used sampling methods such as Nucleus Sampling increase the diversity of generation but often p…

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