Xiao Yang

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Penn State University ∙ Tsinghua University

PhD student in the Department of Computer Science

Incentive Mechanism Design for ROI-constrained Auto-bidding

Auto-bidding plays an important role in online advertising and has becom...
12/04/2020 ∙ by Bin Li, et al. ∙ 0 ∙ share

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Bag of Tricks for Adversarial Training

Adversarial training (AT) is one of the most effective strategies for pr...
10/01/2020 ∙ by Tianyu Pang, et al. ∙ 0 ∙ share

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Qlib: An AI-oriented Quantitative Investment Platform

Quantitative investment aims to maximize the return and minimize the ris...
09/22/2020 ∙ by Xiao Yang, et al. ∙ 0 ∙ share

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Delving into the Adversarial Robustness on Face Recognition

Face recognition has recently made substantial progress and achieved hig...
07/08/2020 ∙ by Xiao Yang, et al. ∙ 10 ∙ share

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Towards Privacy Protection by Generating Adversarial Identity Masks

As billions of personal data such as photos are shared through social me...
03/15/2020 ∙ by Xiao Yang, et al. ∙ 5 ∙ share

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Boosting Adversarial Training with Hypersphere Embedding

Adversarial training (AT) is one of the most effective defenses to impro...
02/20/2020 ∙ by Tianyu Pang, et al. ∙ 13 ∙ share

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Benchmarking Adversarial Robustness

Deep neural networks are vulnerable to adversarial examples, which becom...
12/26/2019 ∙ by Yinpeng Dong, et al. ∙ 0 ∙ share

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Design and Interpretation of Universal Adversarial Patches in Face Detection

We consider universal adversarial patches for faces - small visual eleme...
11/30/2019 ∙ by Xiao Yang, et al. ∙ 0 ∙ share

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Leveraging User Engagement Signals For Entity Labeling in a Virtual Assistant

Personal assistant AI systems such as Siri, Cortana, and Alexa have beco...
09/18/2019 ∙ by Deepak Muralidharan, et al. ∙ 0 ∙ share

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AiAds: Automated and Intelligent Advertising System for Sponsored Search

Sponsored search has more than 20 years of history, and it has been prov...
07/28/2019 ∙ by Xiao Yang, et al. ∙ 0 ∙ share

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TextContourNet: a Flexible and Effective Framework for Improving Scene Text Detection Architecture with a Multi-task Cascade

We study the problem of extracting text instance contour information fro...
09/09/2018 ∙ by Dafang He, et al. ∙ 0 ∙ share

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Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching

Community-based question answering (CQA) websites represent an important...
04/22/2018 ∙ by Xiao Yang, et al. ∙ 0 ∙ share

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Text Extraction and Retrieval from Smartphone Screenshots: Building a Repository for Life in Media

Daily engagement in life experiences is increasingly interwoven with mob...
01/04/2018 ∙ by Agnese Chiatti, et al. ∙ 0 ∙ share

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Fast Predictive Simple Geodesic Regression

Deformable image registration and regression are important tasks in medi...
11/15/2017 ∙ by Zhipeng Ding, et al. ∙ 0 ∙ share

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Learning non-parametric Markov networks with mutual information

We propose a method for learning Markov network structures for continuou...
08/08/2017 ∙ by Janne Leppä-aho, et al. ∙ 0 ∙ share

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Prolongation of SMAP to Spatio-temporally Seamless Coverage of Continental US Using a Deep Learning Neural Network

The Soil Moisture Active Passive (SMAP) mission has delivered valuable s...
07/20/2017 ∙ by Kuai Fang, et al. ∙ 0 ∙ share

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Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network

We present an end-to-end, multimodal, fully convolutional network for ex...
06/07/2017 ∙ by Xiao Yang, et al. ∙ 0 ∙ share

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Efficient Registration of Pathological Images: A Joint PCA/Image-Reconstruction Approach

Registration involving one or more images containing pathologies is chal...
03/31/2017 ∙ by Xu Han, et al. ∙ 0 ∙ share

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Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach

This paper introduces Quicksilver, a fast deformable image registration ...
03/31/2017 ∙ by Xiao Yang, et al. ∙ 0 ∙ share

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Fast Predictive Multimodal Image Registration

We introduce a deep encoder-decoder architecture for image deformation p...
03/31/2017 ∙ by Xiao Yang, et al. ∙ 0 ∙ share

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Smart Library: Identifying Books in a Library using Richly Supervised Deep Scene Text Reading

Physical library collections are valuable and long standing resources fo...
11/22/2016 ∙ by Xiao Yang, et al. ∙ 0 ∙ share

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Fast Predictive Image Registration

We present a method to predict image deformations based on patch-wise im...
07/08/2016 ∙ by Xiao Yang, et al. ∙ 0 ∙ share

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Using Word Embeddings in Twitter Election Classification

Word embeddings and convolutional neural networks (CNN) have attracted e...
06/22/2016 ∙ by Xiao Yang, et al. ∙ 0 ∙ share

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Xiao Yang

Featured Co-authors

Wei Wang

Jun Zhu

Tie-Yan Liu

Bin Li

Hang Su

Kun Xu

Xu Han

Marc Niethammer

C. Lee Giles

Jiang Bian

Ersin Yumer

Incentive Mechanism Design for ROI-constrained Auto-bidding

Bag of Tricks for Adversarial Training

Qlib: An AI-oriented Quantitative Investment Platform

Delving into the Adversarial Robustness on Face Recognition

Towards Privacy Protection by Generating Adversarial Identity Masks

Boosting Adversarial Training with Hypersphere Embedding

Benchmarking Adversarial Robustness

Design and Interpretation of Universal Adversarial Patches in Face Detection

Leveraging User Engagement Signals For Entity Labeling in a Virtual Assistant

AiAds: Automated and Intelligent Advertising System for Sponsored Search

TextContourNet: a Flexible and Effective Framework for Improving Scene Text Detection Architecture with a Multi-task Cascade

Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching

Text Extraction and Retrieval from Smartphone Screenshots: Building a Repository for Life in Media

Fast Predictive Simple Geodesic Regression

Learning non-parametric Markov networks with mutual information

Prolongation of SMAP to Spatio-temporally Seamless Coverage of Continental US Using a Deep Learning Neural Network

Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network

Efficient Registration of Pathological Images: A Joint PCA/Image-Reconstruction Approach

Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach

Fast Predictive Multimodal Image Registration

Smart Library: Identifying Books in a Library using Richly Supervised Deep Scene Text Reading

Fast Predictive Image Registration

Using Word Embeddings in Twitter Election Classification