Usman Roshan - RankMe

47 papers C 11Misc 1Journal 18Unranked 17

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
2022	J	`jnl`	Defense Against Adversarial Attacks Based on Stochastic Descent Sign Activation Networks on Medical Images. Int. J. Pattern Recognit. Artif. Intell. Yanan Yang, Frank Y. Shih, 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	J	`jnl`	High scoring segment selection for pairwise whole genome sequence alignment with the maximum scoring subsequence and GPUs. Int. J. Comput. Biol. Drug Des. Abdulrhman Aljouie, Ling Zhong, 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	—	`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`	Exploring Classification, Clustering, and Its Limits in a Compressed Hidden Space of a Single Layer Neural Network with Random Weights. IWANN (1) Meiyan Xie, Usman Roshan
2019	—	`conf`	Image Classification and Retrieval with Random Depthwise Signed Convolutional Neural Networks. IWANN (1) Yunzhe Xue, Usman Roshan
2019	—	`conf`	Multi-path convolutional neural network for glioblastoma survival group prediction with point mutations and demographic features. BIBM Abdulrhman Aljouie, Usman Roshan
2019	—	`conf`	Statistically Rigorous Testing of Clustering Implementations. AITest Xin Yin, Vincenzo Musco, Iulian Neamtiu, Usman Roshan
2019	C	`conf`	Stochastic Coordinate Descent for 01 Loss and Its Sensitivity to Adversarial Attacks. ICMLA Meiyan Xie, Yunzhe Xue, Usman Roshan
2018	C	`conf`	Cross-validation and cross-study validation of kidney cancer with machine learning and whole exome sequences from the National Cancer Institute. CIBCB Abdulrhman Aljouie, Nihir Patel, Usman Roshan
2018	J	`jnl`	Random depthwise signed convolutional neural networks. CoRR Yunzhe Xue, Usman Roshan
2016	J	`jnl`	Cross-validation and cross-study validation of chronic lymphocytic leukaemia with exome sequences and machine learning. Int. J. Data Min. Bioinform. Abdulrhman Aljouie, Nihir Patel, Bharati Jadhav, Usman Roshan
2015	—	`conf`	Cross-validation and cross-study validation of chronic lymphocytic leukemia with exome sequences and machine learning. BIBM Nihir Patel, Bharati Jhadav, Abdulrhman Aljouie, Usman Roshan
2015	C	`conf`	Prediction of Continuous Phenotypes in Mouse, Fly, and Rice Genome Wide Association Studies with Support Vector Regression SNPs and Ridge Regression Classifier. ICMLA Abdulrhman Aljouie, Usman Roshan
2014	—	`conf`	Top-k Parametrized Boost. MIKE Turki Turki, Muhammad Ihsan, Nouf Turki, Jie Zhang, Usman Roshan, Zhi Wei
2014	—	`conf`	Weighted Maximum Variance Dimensionality Reduction. MCPR Turki Turki, Usman Roshan
2010	J	`jnl`	PLAST-ncRNA: Partition function Local Alignment Search Tool for non-coding RNA sequences. Nucleic Acids Res. Satish Chikkagoudar, Dennis R. Livesay, Usman Roshan
2008	J	`jnl`	Searching for evolutionary distant RNA homologs within genomic sequences using partition function posterior probabilities. BMC Bioinform. Usman Roshan, Satish Chikkagoudar, Dennis R. Livesay
2007	J	`jnl`	Assessing the ability of sequence-based methods to provide functional insight within membrane integral proteins: a case study analyzing the neurotransmitter/Na BMC Bioinform. Dennis R. Livesay, Patrick D. Kidd, Sepehr Eskandari, Usman Roshan
2007	J	`jnl`	eProbalign: generation and manipulation of multiple sequence alignments using partition function posterior probabilities. Nucleic Acids Res. Satish Chikkagoudar, Usman Roshan, Dennis R. Livesay
2006	J	`jnl`	Computational Grand Challenges in Assembling the Tree of Life: Problems and Solutions. Adv. Comput. David A. Bader, Usman Roshan, Alexandros Stamatakis
2006	C	`conf`	Improving progressive alignment for phylogeny reconstruction using parsimonious guide-trees. BIBE Usman Roshan, Dennis R. Livesay, Satish Chikkagoudar
2006	J	`jnl`	PRec-I-DCM3: a parallel framework for fast and accurate large-scale phylogeny reconstruction. Int. J. Bioinform. Res. Appl. Yuri Dotsenko, Cristian Coarfa, Luay Nakhleh, John M. Mellor-Crummey, Usman Roshan
2006	J	`jnl`	Probalign: multiple sequence alignment using partition function posterior probabilities. Bioinform. Usman Roshan, Dennis R. Livesay
2005	C	`conf`	Improved Phylogenetic Motif Detection Using Parsimony. BIBE Usman Roshan, Dennis R. Livesay, David La
2005	—	`conf`	PRec-I-DCM3: A Parallel Framework for Fast and Accurate Large Scale Phylogeny Reconstruction. ICPADS (2) Cristian Coarfa, Yuri Dotsenko, John M. Mellor-Crummey, Luay Nakhleh, Usman Roshan
2005	C	`conf`	Parallel Divide-and-Conquer Phylogeny Reconstruction by Maximum Likelihood. HPCC Z. Du, Alexandros Stamatakis, F. Lin, Usman Roshan, Luay Nakhleh
2004	—	`conf`	Rec-I-DCM3: A Fast Algorithmic Technique for Reconstructing Large Phylogenetic Trees. CSB Usman Roshan, Bernard M. E. Moret, Tandy J. Warnow, Tiffani L. Williams
2003	J	`jnl`	Diametrical clustering for identifying anti-correlated gene clusters. Bioinform. Inderjit S. Dhillon, Edward M. Marcotte, Usman Roshan
2002	C	`conf`	Estimating the Deviation from a Molecular Clock. WABI Luay Nakhleh, Usman Roshan, Lisa Vawter, Tandy J. Warnow
2002	C	`conf`	Sequence-Length Requirements for Phylogenetic Methods. WABI Bernard M. E. Moret, Usman Roshan, Tandy J. Warnow
2002	Misc	`conf`	The Accuracy of Fast Phylogenetic Methods for Large Datasets. Pacific Symposium on Biocomputing Luay Nakhleh, Bernard M. E. Moret, Usman Roshan, Katherine St. John, Jerry Sun, Tandy J. Warnow
2001	—	`conf`	Designing fast converging phylogenetic methods. ISMB (Supplement of Bioinformatics) Luay Nakhleh, Usman Roshan, Katherine St. John, Jerry Sun, Tandy J. Warnow
2001	C	`conf`	The Performance of Phylogenetic Methods on Trees of Bounded Diameter. WABI Luay Nakhleh, Usman Roshan, Katherine St. John, Jerry Sun, Tandy J. Warnow