Yunzhe Xue - RankMe

24 papers C 4Journal 9Unranked 11

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