Yang Guo

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University of Wisconsin-Madison

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Stony Brook University

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Michigan State University

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∙ 04/12/2022

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

Surface roughness and texture are critical to the functional performance...

Melih C. Yesilli, et al. ∙

∙ 10/15/2021

Adversarial Attacks on ML Defense Models Competition

Due to the vulnerability of deep neural networks (DNNs) to adversarial e...

Yinpeng Dong, et al. ∙

∙ 08/18/2021

A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework

Domain shift happens in cross-domain scenarios commonly because of the w...

Munan Ning, et al. ∙

∙ 08/13/2021

Multi-Stage Graph Peeling Algorithm for Probabilistic Core Decomposition

Mining dense subgraphs where vertices connect closely with each other is...

Yang Guo, et al. ∙

∙ 06/10/2021

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

With the rising demand of smart mobility, ride-hailing service is gettin...

Yang Guo, et al. ∙

∙ 04/30/2021

Tensor Random Projection for Low Memory Dimension Reduction

Random projections reduce the dimension of a set of vectors while preser...

Yiming Sun, et al. ∙

∙ 09/17/2020

FIGARO: Improving System Performance via Fine-Grained In-DRAM Data Relocation and Caching

DRAM Main memory is a performance bottleneck for many applications due t...

Yaohua Wang, et al. ∙

∙ 07/20/2020

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

Primary angle closure glaucoma (PACG) is the leading cause of irreversib...

Munan Ning, et al. ∙

∙ 02/10/2020

Medusa: Blockchain Powered Log Storage System

Blockchain is one of the most heavily invested technologies in recent ye...

Hao Wang, et al. ∙

∙ 01/11/2020

AE-OT-GAN: Training GANs from data specific latent distribution

Though generative adversarial networks (GANs) areprominent models to gen...

Dongsheng An, et al. ∙

∙ 11/18/2019

Bayesian Recurrent Framework for Missing Data Imputation and Prediction with Clinical Time Series

Real-world clinical time series data sets exhibit a high prevalence of m...

Yang Guo, et al. ∙

∙ 04/24/2019

Low-Rank Tucker Approximation of a Tensor From Streaming Data

This paper describes a new algorithm for computing a low-Tucker-rank app...

Yiming Sun, et al. ∙

∙ 03/05/2019

Measuring and Controlling Bias for Some Bayesian Inferences and the Relation to Frequentist Criteria

A common concern with Bayesian methodology in scientific contexts is tha...

Michael Evans, et al. ∙

∙ 02/08/2019

Mode Collapse and Regularity of Optimal Transportation Maps

This work builds the connection between the regularity theory of optimal...

Na Lei, et al. ∙

∙ 09/16/2018

Latent Space Optimal Transport for Generative Models

Variational Auto-Encoders enforce their learned intermediate latent-spac...

Huidong Liu, et al. ∙