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03/15/2023
Gamify Stencil Dwarf on Cloud for Democratizing Scientific Computing
Stencil computation is one of the most important kernels in various scie...
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04/22/2021
An Accurate and Efficient Large-scale Regression Method through Best Friend Clustering
As the data size in Machine Learning fields grows exponentially, it is i...
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03/18/2021
Enhanced AGCM3D: A Highly Scalable Dynamical Core of Atmospheric General Circulation Model Based on Leap-Format
The finite-difference dynamical core based on the equal-interval latitud...
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03/16/2021
Reducing Redundancy in Data Organization and Arithmetic Calculation for Stencil Computations
Stencil computation is one of the most important kernels in various scie...
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03/16/2021
An Efficient Vectorization Scheme for Stencil Computation
Stencil computation is one of the most important kernels in various scie...
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02/21/2021
A Concept Knowledge-Driven Keywords Retrieval Framework for Sponsored Search
In sponsored search, retrieving synonymous keywords for exact match type...
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10/10/2020
Temporal Vectorization for Stencils
Stencil computations represent a very common class of nested loops in sc...
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08/05/2020
Optimizing AD Pruning of Sponsored Search with Reinforcement Learning
Industrial sponsored search system (SSS) can be logically divided into t...
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03/29/2018
Modeling the spatio-temporal dynamics of land use change with recurrent neural networks
This study applies recurrent neural networks (RNNs), which are known for...
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03/03/2018
Enhancement of land-use change modeling using convolutional neural networks and convolutional denoising autoencoders
The neighborhood effect is a key driving factor for the land-use change ...
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02/05/2018