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06/12/2023
Least-Squares Neural Network (LSNN) Method For Linear Advection-Reaction Equation: Non-constant Jumps
The least-squares ReLU neural network method (LSNN) was introduced and s...
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01/15/2023
Least-Squares Neural Network (LSNN) Method for Linear Advection-Reaction Equation: General Discontinuous Interface
We studied the least-squares ReLU neural network method (LSNN) for solvi...
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01/14/2023
Survey of Knowledge Distillation in Federated Edge Learning
The increasing demand for intelligent services and privacy protection of...
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09/23/2022
The SpeakIn Speaker Verification System for Far-Field Speaker Verification Challenge 2022
This paper describes speaker verification (SV) systems submitted by the ...
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09/18/2022
Imbalanced Nodes Classification for Graph Neural Networks Based on Valuable Sample Mining
Node classification is an important task in graph neural networks, but m...
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10/21/2021
Finite Volume Least-Squares Neural Network (FV-LSNN) Method for Scalar Nonlinear Hyperbolic Conservation Laws
In [4], we introduced the least-squares ReLU neural network (LSNN) metho...
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09/18/2021
