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Automated Surface Texture Analysis via Discrete Cosine Transform and Discrete Wavelet Transform



Melih C. Yesilli , Jisheng Chen , Firas A. Khasawneh , Yang Guo


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Towards Evaluating the Robustness of Neural Networks Learned by Transduction



Jiefeng Chen , Xi Wu , Yang Guo , Yingyu Liang , Somesh Jha

* arXiv admin note: substantial text overlap with arXiv:2106.08387 

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Adversarial Attacks on ML Defense Models Competition



Yinpeng Dong , Qi-An Fu , Xiao Yang , Wenzhao Xiang , Tianyu Pang , Hang Su , Jun Zhu , Jiayu Tang , Yuefeng Chen , XiaoFeng Mao , Yuan He , Hui Xue , Chao Li , Ye Liu , Qilong Zhang , Lianli Gao , Yunrui Yu , Xitong Gao , Zhe Zhao , Daquan Lin , Jiadong Lin , Chuanbiao Song , Zihao Wang , Zhennan Wu , Yang Guo , Jiequan Cui , Xiaogang Xu , Pengguang Chen

* Competition Report 

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A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework



Munan Ning , Cheng Bian , Dong Wei , Chenglang Yuan , Yaohua Wang , Yang Guo , Kai Ma , Yefeng Zheng

* IPMI 2021 

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Multi-Stage Graph Peeling Algorithm for Probabilistic Core Decomposition



Yang Guo , Xuekui Zhang , Fatemeh Esfahani , Venkatesh Srinivasan , Alex Thomo , Li Xing


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Towards Adversarial Robustness via Transductive Learning



Jiefeng Chen , Yang Guo , Xi Wu , Tianqi Li , Qicheng Lao , Yingyu Liang , Somesh Jha


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dFDA-VeD: A Dynamic Future Demand Aware Vehicle Dispatching System



Yang Guo , Tarique Anwar , Jian Yang , Jia Wu

* Accepted by EAI MobiQuitous 2020 

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Tensor Random Projection for Low Memory Dimension Reduction



Yiming Sun , Yang Guo , Joel A. Tropp , Madeleine Udell

* In NeurIPS Workshop on Relational Representation Learning (2018) 

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A Macro-Micro Weakly-supervised Framework for AS-OCT Tissue Segmentation



Munan Ning , Cheng Bian , Donghuan Lu , Hong-Yu Zhou , Shuang Yu , Chenglang Yuan , Yang Guo , Yaohua Wang , Kai Ma , Yefeng Zheng

* MICCAI 2020 

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Representation Bayesian Risk Decompositions and Multi-Source Domain Adaptation



Xi Wu , Yang Guo , Jiefeng Chen , Yingyu Liang , Somesh Jha , Prasad Chalasani

* 25 pages, 6 figures 

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