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researcher

Jiangchao Liu

3 papers hereh-index 9227 citations20 works total

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

author position
  • first author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.LO1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedAnalyzing Deep Neural Networks with Symbolic Propagation: Towards Higher Precision and Faster Verification

55 citations · 65 across the 3 of their papers we have counts for

collaborators
Showing 2019 · cs.LGShow all

1 paper · 2 filters

cs.LG2019★ 55 cited

Analyzing Deep Neural Networks with Symbolic Propagation: Towards Higher Precision and Faster Verification

Jianlin Li, Pengfei Yang, Jiangchao Liu +3

Deep neural networks (DNNs) have been shown lack of robustness for the vulnerability of their classification to small perturbations on the inputs. This has led to safety concerns o…

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