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researcher

Yannan Liu

4 papers hereh-index 11872 citations14 works total

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

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedTowards Imperceptible and Robust Adversarial Example Attacks against Neural Networks

20 citations · 36 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2021★ 13 cited

TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks

Yu Li, Min Li, Qiuxia Lai +2

Deep learning (DL) has achieved unprecedented success in a variety of tasks. However, DL systems are notoriously difficult to test and debug due to the lack of explainability of DL…

cs.CV2018

I Know What You See: Power Side-Channel Attack on Convolutional Neural Network Accelerators

Lingxiao Wei, Bo Luo, Yu Li +2

Deep learning has become the de-facto computational paradigm for various kinds of perception problems, including many privacy-sensitive applications such as online medical image an…

cs.LG2018★ 20 cited

Towards Imperceptible and Robust Adversarial Example Attacks against Neural Networks

Bo Luo, Yannan Liu, Lingxiao Wei +1

Machine learning systems based on deep neural networks, being able to produce state-of-the-art results on various perception tasks, have gained mainstream adoption in many applicat…

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