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researcher

Matthew B. Dwyer

University of Virginia

13 papers hereh-index 4710.6k citations220 works total

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

author position
  • middle author5
  • last author6

Across the 11 of 13 papers where every author was matched, so the position is known.

fields
  • cs.SE6
  • cs.LG3
  • cs.CL1
  • cs.CV1
  • cs.LO1
  • cs.NE1
affiliations
  • University of Virginia
Homepage
same name
  • Matthew B. Dwyer — 6 papers, h 5
  • Matthew B. Dwyer — 6 papers, h 2
  • Matthew B. Dwyer — 1 paper, h 2
  • Matthew B. Dwyer — 1 paper, h 3

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
20192023
most citedDNNV: A Framework for Deep Neural Network Verification

35 citations · 93 across the 12 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.SE2020★ 1 cited

Deep Learning & Software Engineering: State of Research and Future Directions

Prem Devanbu, Matthew Dwyer, Sebastian Elbaum +6

Given the current transformative potential of research that sits at the intersection of Deep Learning (DL) and Software Engineering (SE), an NSF-sponsored community workshop was co…

cs.LO2020

Optimal Runtime Verification of Finite State Properties over Lossy Event Streams

Peeyush Kushwaha, Rahul Purandare, Matthew B. Dwyer

Monitoring programs for finite state properties is challenging due to high memory and execution time overheads it incurs. Some events if skipped or lost naturally can reduce both o…

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