Chen Liu

Biographie

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.

Source officielle

https://people.epfl.ch/chen.liu?lang=fr

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Unités associées (2)

Publications associées (9)

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

Sabine Süsstrunk, Mathieu Salzmann, Chen Liu, Yulun Jiang

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

-bou

2023

Chen Liu

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

Towards Verifiable, Generalizable and Efficient Robust Deep Neural Networks.

Robust Binary Models by Pruning Randomly-initialized Networks

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

Towards Verifiable, Generalizable and Efficient Robust Deep Neural Networks.

Robust Binary Models by Pruning Randomly-initialized Networks