Meiyan Xie

Publication Activity (10 Years)

Years Active: 2019-2020
Publications (10 Years): 14

Top Topics

Convolutional Neural Networks

Ultrasound Images

Feature Weighting

Top Venues

BrainLes@MICCAI (2)

Publications

Yunzhe Xue, Meiyan Xie, Usman Roshan
On the transferability of adversarial examples between convex and 01 loss models. CoRR (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)
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)
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)
Meiyan Xie, Yunzhe Xue, Usman Roshan
Stochastic Coordinate Descent for 01 Loss and Its Sensitivity to Adversarial Attacks. ICMLA (2019)
Meiyan Xie, Usman Roshan
Exploring Classification, Clustering, and Its Limits in a Compressed Hidden Space of a Single Layer Neural Network with Random Weights. IWANN (1) (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)