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Pengfei Yang

16 papers hereh-index 14807 citations71 works total

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

author position
  • first author4
  • middle author10
  • last author1

Across the 15 of 16 papers where every author was matched, so the position is known.

fields
  • cs.AI4
  • cs.LG4
  • cs.CV2
  • cs.IT2
  • cs.CR1
  • cs.LO1
same name
  • Pengfei Yang — 10 papers, h 9
  • Pengfei Yang — 7 papers, h 50
  • Pengfei Yang — 6 papers, h 2
  • Pengfei Yang — 4 papers, h 3
  • Pengfei Yang — 2 papers
  • Pengfei Yang — 2 papers, h 1

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
20172025
most citedAnalyzing Deep Neural Networks with Symbolic Propagation: Towards Higher Precision and Faster Verification

55 citations · 69 across the 15 of their papers we have counts for

collaborators
Showing 2020 · cs.AIShow all

1 paper · 2 filters

cs.AI2020★ 4 cited

Improving Neural Network Verification through Spurious Region Guided Refinement

Pengfei Yang, Renjue Li, Jianlin Li +5

We propose a spurious region guided refinement approach for robustness verification of deep neural networks. Our method starts with applying the DeepPoly abstract domain to analyze…

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