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Muhammad Usman

8 papers hereh-index 7121 citations15 works total

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

author position
  • first author6
  • middle author1
  • last author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CR2
  • cs.SE1
same name
  • Muhammad Usman — 15 papers, h 5
  • Muhammad Usman — 11 papers, h 12
  • Muhammad Usman — 10 papers, h 17
  • Muhammad Usman — 10 papers, h 3
  • Muhammad Usman — 9 papers, h 10
  • Muhammad Usman — 8 papers, h 4

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
20192025
most citedA Study of the Learnability of Relational Properties: Model Counting Meets Machine Learning (MCML)

5 citations · 9 across the 6 of their papers we have counts for

collaborators
Showing cs.SEShow all

1 paper · 1 filter

cs.SE2022★ 1 cited

An Overview of Structural Coverage Metrics for Testing Neural Networks

Muhammad Usman, Youcheng Sun, Divya Gopinath +3

Deep neural network (DNN) models, including those used in safety-critical domains, need to be thoroughly tested to ensure that they can reliably perform well in different scenarios…

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