Vessel lumen segmentation in internal carotid artery ultrasounds with deep convolutional neural networks. - Meiyan Xie; Yunzhu Li; Yunzhe Xue; Randy Shafritz; Saum A. Rahimi; Justin W. Ady; Usman W. Roshan (BIBM, 2019)

A Multi-path Decoder Network for Brain Tumor Segmentation. - Yunzhe Xue; Meiyan Xie; Fadi G. Farhat; Olga Boukrina; A. M. Barrett; Jeffrey R. Binder; Usman W. Roshan; William W. Graves (BrainLes@MICCAI (2), 2019)

Stochastic Coordinate Descent for 01 Loss and Its Sensitivity to Adversarial Attacks. - Meiyan Xie; Yunzhe Xue; Usman Roshan (ICMLA, 2019)

Exploring Classification, Clustering, and Its Limits in a Compressed Hidden Space of a Single Layer Neural Network with Random Weights. - Meiyan Xie; Usman Roshan (IWANN (1), 2019)

A fully 3D multi-path convolutional neural network with feature fusion and feature weighting for automatic lesion identification in brain MRI images. - Yunzhe Xue; Meiyan Xie; Fadi G. Farhat; Olga Boukrina; A. M. Barrett; Jeffrey R. Binder; Usman W. Roshan; William W. Graves (CoRR, 2019)

Challenges in predicting glioma survival time in multi-modal deep networks. - Abdulrhman Aljouie; Yunzhe Xue; Meiyan Xie; Usman Roshan (BIBM, 2020)

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 (BIBM, 2020)

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 (ICMLA, 2020)

Towards adversarial robustness with 01 loss neural networks. - Yunzhe Xue; Meiyan Xie; Usman Roshan (ICMLA, 2020)

On the transferability of adversarial examples between convex and 01 loss models. - Yunzhe Xue; Meiyan Xie; Usman Roshan (ICMLA, 2020)

Robust binary classification with the 01 loss. - Yunzhe Xue; Meiyan Xie; Usman Roshan (CoRR, 2020)

Defending against substitute model black box adversarial attacks with the 01 loss. - Yunzhe Xue; Meiyan Xie; Usman Roshan (CoRR, 2020)

MixRec: Heterogeneous Graph Collaborative Filtering. - Lianghao Xia; Meiyan Xie; Yong Xu 007; Chao Huang 001 (WSDM, 2025)