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Si Liu

2 papers hereh-index 440 citations6 works total

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

author position
  • middle author2

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

fields
  • cs.LG1
  • cs.SE1
same name
  • Si Liu — 26 papers, h 49
  • Si Liu — 12 papers, h 7
  • Si Liu — 11 papers, h 4
  • Si Liu — 10 papers, h 8
  • Si Liu — 8 papers
  • Si Liu — 7 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

most citedA Tale of Two Approximations: Tightening Over-Approximation for DNN Robustness Verification via Under-Approximation

6 citations · 6 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023★ 6 cited

A Tale of Two Approximations: Tightening Over-Approximation for DNN Robustness Verification via Under-Approximation

Zhiyi Xue, Si Liu, Zhaodi Zhang +2

The robustness of deep neural networks (DNNs) is crucial to the hosting system's reliability and security. Formal verification has been demonstrated to be effective in providing pr…

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