Yunzhe Xue - researchr alias

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Viewing Publication 1 - 14 from 14

2023

Accuracy of white box and black box adversarial attacks on a sign activation 01 loss neural network ensembleYunzhe Xue, Usman Roshan. iclr 2023: [doi]

A Cascaded Neural Network System For Rating Student Performance In Surgical Knot Tying SimulationYunzhe Xue, Olanrewaju Eletta, Justin W. Ady, Nell M. Patel, Advaith Bongu, Usman Roshan. ichi 2023: 58-64 [doi]

2020

Challenges in predicting glioma survival time in multi-modal deep networksAbdulrhman Aljouie, Yunzhe Xue, Meiyan Xie, Usman Roshan. bibm 2020: 2558-2562 [doi]

Two-stage and dual-decoder convolutional U-Net ensembles for reliable vessel and plaque segmentation in carotid ultrasound imagesMeiyan Xie, Yunzhu Li, Yunzhe Xue, Lauren Huntress, William Beckerman, Saum A. Rahimi, Justin W. Ady, Usman W. Roshan. icmla 2020: 1376-1381 [doi]

Vessel lumen segmentation in carotid artery ultrasounds with the U-Net convolutional neural networkMeiyan Xie, Yunzhi Li, Yunzhe Xue, Lauren Huntress, William Beckerman, Saum A. Rahimi, Justin W. Ady, Usman Roshan. bibm 2020: 2680-2684 [doi]

On the transferability of adversarial examples between convex and 01 loss modelsYunzhe Xue, Meiyan Xie, Usman Roshan. icmla 2020: 1460-1467 [doi]

Towards adversarial robustness with 01 loss neural networksYunzhe Xue, Meiyan Xie, Usman Roshan. icmla 2020: 1304-1309 [doi]

Classification of Histopathology Images with Random Depthwise Convolutional Neural NetworksYanan Yang, Fadi G. Farhat, Yunzhe Xue, Frank Y. Shih, Usman Roshan. icbra 2020: 22-27 [doi]

Accurate and adversarially robust classification of medical images and ECG time-series with gradient-free trained sign activation neural networksZhibo Yang, Yanan Yang, Yunzhe Xue, Frank Y. Shih, Justin W. Ady, Usman Roshan. bibm 2020: 2456-2460 [doi]

2019

Stochastic Coordinate Descent for 01 Loss and Its Sensitivity to Adversarial AttacksMeiyan Xie, Yunzhe Xue, Usman Roshan. icmla 2019: 299-304 [doi]

Vessel lumen segmentation in internal carotid artery ultrasounds with deep convolutional neural networksMeiyan Xie, Yunzhu Li, Yunzhe Xue, Randy Shafritz, Saum A. Rahimi, Justin W. Ady, Usman W. Roshan. bibm 2019: 2393-2398 [doi]

Image Classification and Retrieval with Random Depthwise Signed Convolutional Neural NetworksYunzhe Xue, Usman Roshan. iwann 2019: 492-506 [doi]

A Multi-path Decoder Network for Brain Tumor SegmentationYunzhe Xue, Meiyan Xie, Fadi G. Farhat, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder, Usman W. Roshan, William W. Graves. brainles-ws 2020: 255-265 [doi]

Brain Tumor Classification with Tumor Segmentations and a Dual Path Residual Convolutional Neural Network from MRI and Pathology ImagesYunzhe Xue, Yanan Yang, Fadi G. Farhat, Frank Y. Shih, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder, William W. Graves, Usman W. Roshan. brainles-ws 2020: 360-367 [doi]

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