Graph Neural Network Meets Sparse Representation: Graph Sparse Neural Networks Via Exclusive Group Lasso

Author:

Jiang Bo1ORCID,Wang Beibei2ORCID,Chen Si2,Tang Jin2ORCID,Luo Bin2ORCID

Affiliation:

1. Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Computer Science and Technology, Anhui University, Hefei, China

2. Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Computer Science and Technology, Anhui University, Hefei, China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software

Reference30 articles.

1. Semi-Supervised Learning With Graph Learning-Convolutional Networks

2. Graph structure learning for robust graph neural networks;wei;Proc ACM SIGKDD Conf Knowledge Discovery Data Mining,2020

3. Exclusive feature learning on arbitrary structures via -norm;kong;Proc Int Conf Neural Inf Process,2014

4. Sparse graph attention networks;ye;IEEE Trans Knowl Data Eng,2023

5. Are graph convolutional networks with random weights feasible?;huang;IEEE Trans Pattern Anal Mach Intell,2023

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