Yunzhe Xue

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Image Classification And Retrieval

Tumor Segmentation

Top Venues

BrainLes@MICCAI (2)

Publications

Yunzhe Xue, Usman Roshan
Accuracy of TextFooler black box adversarial attacks on 01 loss sign activation neural network ensemble. CoRR (2024)
Yunzhe Xue, Olanrewaju Eletta, Justin W. Ady, Nell M. Patel, Advaith Bongu, Usman Roshan
A Cascaded Neural Network System For Rating Student Performance In Surgical Knot Tying Simulation. ICHI (2023)
Yunzhe Xue, Usman Roshan
Accuracy of white box and black box adversarial attacks on a sign activation 01 loss neural network ensemble. Tiny Papers @ ICLR (2023)
Yunzhe Xue, Olanrewaju Eletta, Justin W. Ady, Nell M. Patel, Advaith Bongu, Usman Roshan
A Cascaded Neural Network System For Rating Student Performance In Surgical Knot Tying Simulation. CoRR (2023)
Yunzhe Xue, Andrew Hu, Rohit Muralidhar, Justin W. Ady, Advaith Bongu, Usman Roshan
An AI system for evaluating pass fail in fundamentals of laparoscopic surgery from live video in realtime with performative feedback. BIBM (2023)
Yunzhe Xue, Meiyan Xie, Usman Roshan
On the transferability of adversarial examples between convex and 01 loss models. CoRR (2020)
Zhibo Yang, Yanan Yang, Yunzhe Xue, Frank Y. Shih, Justin W. Ady, Usman Roshan
Accurate and adversarially robust classification of medical images and ECG time-series with gradient-free trained sign activation neural networks. BIBM (2020)
Yunzhe Xue, Meiyan Xie, Usman Roshan
Defending against substitute model black box adversarial attacks with the 01 loss. CoRR (2020)
Yunzhe Xue, Meiyan Xie, Usman Roshan
On the transferability of adversarial examples between convex and 01 loss models. ICMLA (2020)
Yunzhe Xue, Meiyan Xie, Usman Roshan
Towards adversarial robustness with 01 loss neural networks. CoRR (2020)
Yunzhe Xue, Meiyan Xie, Usman Roshan
Robust binary classification with the 01 loss. CoRR (2020)
Yunzhe Xue, Meiyan Xie, Usman Roshan
Towards adversarial robustness with 01 loss neural networks. ICMLA (2020)
Abdulrhman Aljouie, Yunzhe Xue, Meiyan Xie, Usman Roshan
Challenges in predicting glioma survival time in multi-modal deep networks. BIBM (2020)
Yanan Yang, Fadi G. Farhat, Yunzhe Xue, Frank Y. Shih, Usman Roshan
Classification of Histopathology Images with Random Depthwise Convolutional Neural Networks. ICBRA (2020)
Meiyan Xie, Yunzhi Li, Yunzhe Xue, Lauren Huntress, William Beckerman, Saum A. Rahimi, Justin W. Ady, Usman Roshan
Vessel lumen segmentation in carotid artery ultrasounds with the U-Net convolutional neural network. BIBM (2020)
Meiyan Xie, Yunzhu Li, Yunzhe Xue, Lauren Huntress, William Beckerman, Saum A. Rahimi, Justin W. Ady, Usman W. Roshan
Two-stage and dual-decoder convolutional U-Net ensembles for reliable vessel and plaque segmentation in carotid ultrasound images. ICMLA (2020)
Yunzhe Xue, Meiyan Xie, Fadi G. Farhat, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder, Usman W. Roshan, William W. Graves
A fully 3D multi-path convolutional neural network with feature fusion and feature weighting for automatic lesion identification in brain MRI images. CoRR (2019)
Yunzhe Xue, Usman Roshan
Image Classification and Retrieval with Random Depthwise Signed Convolutional Neural Networks. IWANN (1) (2019)
Meiyan Xie, Yunzhu Li, Yunzhe Xue, Randy Shafritz, Saum A. Rahimi, Justin W. Ady, Usman W. Roshan
Vessel lumen segmentation in internal carotid artery ultrasounds with deep convolutional neural networks. BIBM (2019)
Yunzhe Xue, Yanan Yang, Fadi G. Farhat, Frank Y. Shih, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder, William W. Graves, Usman W. Roshan
Brain Tumor Classification with Tumor Segmentations and a Dual Path Residual Convolutional Neural Network from MRI and Pathology Images. BrainLes@MICCAI (2) (2019)
Meiyan Xie, Yunzhe Xue, Usman Roshan
Stochastic Coordinate Descent for 01 Loss and Its Sensitivity to Adversarial Attacks. ICMLA (2019)
Yunzhe Xue, Meiyan Xie, Fadi G. Farhat, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder, Usman W. Roshan, William W. Graves
A Multi-path Decoder Network for Brain Tumor Segmentation. BrainLes@MICCAI (2) (2019)
Yunzhe Xue, Fadi G. Farhat, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder, Usman W. Roshan, William W. Graves
A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images. CoRR (2019)
Yunzhe Xue, Usman Roshan
Random depthwise signed convolutional neural networks. CoRR (2018)