Person

Chen Liu

This person is no longer with EPFL

I am a PhD candidate at the School of Computer and Communication Sciences (IC), École Polytechnique Fédérale de Lausanne (EPFL), supervised by Prof. Sabine Süsstrunk and co-supervised by Dr. Mathieu Salzmann. Previously, I obtained my Master Degree from École Polytechnique Fédérale de Lausanne (EPFL) in 2017 and Bachelor Degree from Tsinghua University in 2015, both in Computer Science.

Official source

https://people.epfl.ch/chen.liu

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Related publications (8)

Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.

Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks

Sabine Süsstrunk, Mathieu Salzmann, Yulun Jiang, Chen Liu, Zhuoyi Huang

We address the problem of stably and efficiently training a deep neural network robust to adversarial perturbations bounded by an

l_1

norm. We demonstrate that achieving robustness against

l_1

-bounded perturbations is more challenging than in the

l_2

...

2023

Chen Liu

Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks

Towards Verifiable, Generalizable and Efficient Robust Deep Neural Networks.

Towards Verifiable, Generalizable and Efficient Robust Deep Neural Networks.

Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks