Yunzhe Xue

Joined

May 2023

Names

Yunzhe Xue (Preferred)

Emails

****@njit.edu (Confirmed)

Personal Links

Career & Education History

PhD student

New Jersey Institute of Technology (njit.edu)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

2017 – 2021

Expertise

Robustness of Machine Learning

2018 – Present

Computer Vision

2015 – Present

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
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
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
Two-stage and dual-decoder convolutional U-Net ensembles for reliable vessel and plaque segmentation in carotid ultrasound images
Meiyan Xie, Yunzhu Li, Yunzhe Xue, Lauren Huntress, William Beckerman, Saum A. Rahimi, Justin W. Ady, Usman W. Roshan
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- ICMLA 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
Towards adversarial robustness with 01 loss neural networks
Yunzhe Xue, Meiyan Xie, Usman Roshan
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone
Defending against substitute model black box adversarial attacks with the 01 loss
Yunzhe Xue, Meiyan Xie, Usman Roshan
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone

View all 20 publications

Co-Authors