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05/16/2023
AdversarialWord Dilution as Text Data Augmentation in Low-Resource Regime
Data augmentation is widely used in text classification, especially in t...
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04/24/2023
Impact-Oriented Contextual Scholar Profiling using Self-Citation Graphs
Quantitatively profiling a scholar's scientific impact is important to m...
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03/20/2023
Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms
Graph neural networks (GNNs) have emerged as a popular strategy for hand...
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04/07/2021
Optimizing Memory Efficiency of Graph NeuralNetworks on Edge Computing Platforms
Graph neural networks (GNN) have achieved state-of-the-art performance o...
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01/12/2018
One-Pass Trajectory Simplification Using the Synchronous Euclidean Distance
Various mobile devices have been used to collect, store and transmit tre...
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01/03/2018