Liang Liang

Assistant Professor, University of Miami

Joined

November 2019

Names

Liang Liang (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@cs.miami.edu (Confirmed)

,

****@miami.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

University of Miami (miami.edu)

2018 – Present

Advisors, Relations & Conflicts

PhD Advisor

2007 – 2013

Expertise

biomedical image analysis

2007 – Present

Publications

Improving Adversarial Robustness of Deep Neural Networks via Self-adaptive Margin Defense
Linhai Ma, Liang Liang
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
A regularization method to improve adversarial robustness of neural networks for ECG signal classification
Linhai Ma, Liang Liang
- 30 Mar 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Enhance CNN Robustness Against Noises for Classification of 12-Lead ECG with Variable Length
Linhai Ma, Liang Liang
- 30 Mar 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Increasing-Margin Adversarial (IMA) training to Improve Adversarial Robustness of Neural Networks
Linhai Ma, Liang Liang
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
An Algorithm for Out-Of-Distribution Attack to Neural Network Encoder
Liang Liang, Linhai Ma, Linchen Qian, Jiasong Chen
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone

Co-Authors