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06/21/2023
Neural Multigrid Memory For Computational Fluid Dynamics
Turbulent flow simulation plays a crucial role in various applications, ...
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06/05/2022
Toward Sustainable Transportation: Accelerating Vehicle Electrification with Dynamic Charging Deployment
Electric vehicles (EVs) are being actively adopted as a solution to sust...
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10/13/2020
Temporal Collaborative Filtering with Graph Convolutional Neural Networks
Temporal collaborative filtering (TCF) methods aim at modelling non-stat...
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09/08/2020
Modeling and Analysis of Dynamic Charging for EVs: A Stochastic Geometry Approach
With the increasing demand for greener and more energy efficient transpo...
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08/28/2020
Graph Convolutional Neural Networks with Node Transition Probability-based Message Passing and DropNode Regularization
Graph convolutional neural networks (GCNNs) have received much attention...
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04/18/2019
Rumour Detection via News Propagation Dynamics and User Representation Learning
Rumours have existed for a long time and have been known for serious con...
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01/29/2019
Geometric Matrix Completion with Deep Conditional Random Fields
The problem of completing high-dimensional matrices from a limited set o...
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12/04/2018
Matrix Factorization via Deep Learning
Matrix completion is one of the key problems in signal processing and ma...
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11/05/2018
Matrix Completion With Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference
Inferring air quality from a limited number of observations is an essent...
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07/04/2018
Regularizing Autoencoder-Based Matrix Completion Models via Manifold Learning
Autoencoders are popular among neural-network-based matrix completion mo...
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05/13/2018
Extendable Neural Matrix Completion
Matrix completion is one of the key problems in signal processing and ma...
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05/11/2018
Twitter User Geolocation using Deep Multiview Learning
Predicting the geographical location of users on social networks like Tw...
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12/21/2017
Multiview Deep Learning for Predicting Twitter Users' Location
The problem of predicting the location of users on large social networks...
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08/28/2017