Usman Roshan

Associate Professor, New Jersey Institute of Technology

Joined

July 2019

Names

Usman Roshan (Preferred)

Usman W. Roshan

Emails

****@njit.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Associate Professor

New Jersey Institute of Technology (njit.edu)

2010 – Present

Assistant Professor

New Jersey Institute of Technology (njit.edu)

2004 – 2010

Advisors, Relations & Conflicts

PhD Advisor

Tandy Warnow

2000 – 2004

Expertise

No areas of expertise listed

Publications

Accuracy of white box and black box adversarial attacks on a sign activation 01 loss neural network ensemble
Yunzhe Xue, Usman Roshan
- 01 Mar 2023 (modified: 01 Jun 2023)
- Submitted to Tiny Papers @ ICLR 2023
- Readers: Everyone
Defense Against Adversarial Attacks Based on Stochastic Descent Sign Activation Networks on Medical Images
Yanan Yang, Frank Y. Shih, Usman Roshan
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Int. J. Pattern Recognit. Artif. Intell. 2022
- Readers: Everyone
Defending against black-box adversarial attacks with gradient-free trained sign activation neural networks
Yunzhe Xue, Meiyan Xie, Zhibo Yang, Usman Roshan
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Challenges in predicting glioma survival time in multi-modal deep networks
Abdulrhman Aljouie, Yunzhe Xue, Meiyan Xie, Usman Roshan
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- BIBM 2020
- Readers: Everyone
Robust binary classification with the 01 loss
Yunzhe Xue, Meiyan Xie, Usman Roshan
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone
High scoring segment selection for pairwise whole genome sequence alignment with the maximum scoring subsequence and GPUs
Abdulrhman Aljouie, Ling Zhong, Usman Roshan
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- Int. J. Comput. Biol. Drug Des. 2020
- Readers: Everyone
Accurate and adversarially robust classification of medical images and ECG time-series with gradient-free trained sign activation neural networks
Zhibo Yang, Yanan Yang, Yunzhe Xue, Frank Y. Shih, Justin W. Ady, Usman Roshan
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- BIBM 2020
- Readers: Everyone
On the transferability of adversarial examples between convex and 01 loss models
Yunzhe Xue, Meiyan Xie, Usman Roshan
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone
Vessel lumen segmentation in carotid artery ultrasounds with the U-Net convolutional neural network
Meiyan Xie, Yunzhi Li, Yunzhe Xue, Lauren Huntress, William Beckerman, Saum A. Rahimi, Justin W. Ady, Usman Roshan
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- BIBM 2020
- Readers: Everyone
Classification of Histopathology Images with Random Depthwise Convolutional Neural Networks
Yanan Yang, Fadi G. Farhat, Yunzhe Xue, Frank Y. Shih, Usman Roshan
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- ICBRA 2020
- Readers: Everyone

View all 51 publications

Co-Authors

View all 53 co-authors