Yu Huang

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Nanjing University ∙ Huazhong University of Science u0026 Technology ∙ Florida Atlantic University ∙ McMaster University

Evolutionary Architecture Search for Graph Neural Networks

Automated machine learning (AutoML) has seen a resurgence in interest wi...
09/21/2020 ∙ by Min Shi, et al. ∙ 12 ∙ share

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Deep learning achieves radiologist-level performance of tumor segmentation in breast MRI

Purpose: The goal of this research was to develop a deep network archite...
09/21/2020 ∙ by Lukas Hirsch, et al. ∙ 22 ∙ share

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Physics-informed Tensor-train ConvLSTM for Volumetric Velocity Forecasting

According to the National Academies, a weekly forecast of velocity, vert...
08/04/2020 ∙ by Yu Huang, et al. ∙ 25 ∙ share

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Privacy-Aware Data Cleaning-as-a-Service (Extended Version)

Data cleaning is a pervasive problem for organizations as they try to re...
08/02/2020 ∙ by Yu Huang, et al. ∙ 0 ∙ share

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Diversifying Anonymized Data with Diversity Constraints

Recently introduced privacy legislation has aimed to restrict and contro...
07/17/2020 ∙ by Mostafa Milani, et al. ∙ 0 ∙ share

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Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies

Since DARPA Grand Challenges (rural) in 2004/05 and Urban Challenges in ...
06/10/2020 ∙ by Yu Huang, et al. ∙ 25 ∙ share

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A class of multiplicative splitting iterations for solving the continuous Sylvester equation

For solving the continuous Sylvester equation, a class of the multiplica...
05/16/2020 ∙ by Yu Huang, et al. ∙ 0 ∙ share

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GPU-Accelerated Compression and Visualization of Large-Scale Vessel Trajectories in Maritime IoT Industries

The automatic identification system (AIS), an automatic vessel-tracking ...
04/19/2020 ∙ by Yu Huang, et al. ∙ 0 ∙ share

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Fine-grained Analysis on Fast Implementations of Multi-writer Atomic Registers

This draft in its current version proves an impossibility result concern...
01/22/2020 ∙ by Kaile Huang, et al. ∙ 0 ∙ share

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Attributed Rhetorical Structure Grammar for Domain Text Summarization

This paper presents a new approach of automatic text summarization which...
09/03/2019 ∙ by Ruqian Lu, et al. ∙ 0 ∙ share

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The State and Future of Genetic Improvement

We report the discussion session at the sixth international Genetic Impr...
06/27/2019 ∙ by William B. Langdon, et al. ∙ 0 ∙ share

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Tissue segmentation with deep 3D networks and spatial priors

Conventional automated segmentation of the human head distinguishes diff...
05/24/2019 ∙ by Lukas Hirsch, et al. ∙ 0 ∙ share

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Remove-Win: a Design Framework for Conflict-free Replicated Data Collections

Internet-scale distributed systems often replicate data within and acros...
05/04/2019 ∙ by Yuqi Zhang, et al. ∙ 0 ∙ share

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Inversion-based Measurement of Data Consistency for Read/Write Registers

Both provides and consumers of distributed storage services can benefit ...
01/08/2019 ∙ by Yu Huang, et al. ∙ 0 ∙ share

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Efficient Time-Evolving Stream Processing at Scale

Time-evolving stream datasets exist ubiquitously in many real-world appl...
06/03/2018 ∙ by Yu Huang, et al. ∙ 0 ∙ share

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Yu Huang

Featured Co-authors

Yan Li

Yue Chen

Jian Lu

Ryan Wen Liu

Yuqi Zhang

Xingquan Zhu

Westley Weimer

Yuan Zhuang

Mostafa Milani

Min Shi

Jianxun Liu

Evolutionary Architecture Search for Graph Neural Networks

Deep learning achieves radiologist-level performance of tumor segmentation in breast MRI

Physics-informed Tensor-train ConvLSTM for Volumetric Velocity Forecasting

Privacy-Aware Data Cleaning-as-a-Service (Extended Version)

Diversifying Anonymized Data with Diversity Constraints

Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies

A class of multiplicative splitting iterations for solving the continuous Sylvester equation

GPU-Accelerated Compression and Visualization of Large-Scale Vessel Trajectories in Maritime IoT Industries

Fine-grained Analysis on Fast Implementations of Multi-writer Atomic Registers

Attributed Rhetorical Structure Grammar for Domain Text Summarization

The State and Future of Genetic Improvement

Tissue segmentation with deep 3D networks and spatial priors

Remove-Win: a Design Framework for Conflict-free Replicated Data Collections

Inversion-based Measurement of Data Consistency for Read/Write Registers

Efficient Time-Evolving Stream Processing at Scale