Graph Neural Networks: Architectures, Stability and Transferability

Graph Neural Networks: Architectures, Stability and Transferability

4 August 2020

Alejandro Ribeiro

Papers citing "Graph Neural Networks: Architectures, Stability and Transferability"

12 / 62 papers shown

Title
Scalable Perception-Action-Communication Loops with Convolutional and Graph Neural Networks Ting-Kuei Hu Fernando Gama Tianlong Chen Wenqing Zheng Zhangyang Wang Alejandro Ribeiro Brian M. Sadler GNN 57 18 0 24 Jun 2021
Stability of Graph Convolutional Neural Networks to Stochastic Perturbations Zhangyang Gao Elvin Isufi Alejandro Ribeiro GNN 16 23 0 19 Jun 2021
Stability to Deformations of Manifold Filters and Manifold Neural Networks Zhiyang Wang Luana Ruiz Alejandro Ribeiro AAML 15 9 0 07 Jun 2021
Graph-based Deep Learning for Communication Networks: A Survey Weiwei Jiang GNN AI4CE 28 190 0 04 Jun 2021
Node-Variant Graph Filters in Graph Neural Networks Fernando Gama Brendon G. Anderson Somayeh Sojoudi GNN 34 6 0 31 May 2021
Graph Neural Networks for Decentralized Multi-Robot Submodular Action Selection Lifeng Zhou V. Sharma Qingbiao Li Amanda Prorok Alejandro Ribeiro Pratap Tokekar Vijay R. Kumar 14 23 0 18 May 2021
Intelligent Zero Trust Architecture for 5G/6G Networks: Principles, Challenges, and the Role of Machine Learning in the context of O-RAN Keyvan Ramezanpour Jithin Jagannath 13 111 0 04 May 2021
Multi-Robot Coordination and Planning in Uncertain and Adversarial Environments Lifeng Zhou Pratap Tokekar 28 43 0 02 May 2021
A Computational Framework for Modeling Complex Sensor Network Data Using Graph Signal Processing and Graph Neural Networks in Structural Health Monitoring Stefan Bloemheuvel Jurgen van den Hoogen Martin Atzmueller AI4CE 11 21 0 01 May 2021
ModGNN: Expert Policy Approximation in Multi-Agent Systems with a Modular Graph Neural Network Architecture Ryan Kortvelesy Amanda Prorok 19 23 0 24 Mar 2021
Synthesizing Decentralized Controllers with Graph Neural Networks and Imitation Learning Fernando Gama Qingbiao Li Ekaterina V. Tolstaya Amanda Prorok Alejandro Ribeiro AI4CE 30 28 0 29 Dec 2020
Convolutional Neural Network Architectures for Signals Supported on Graphs Fernando Gama A. Marques G. Leus Alejandro Ribeiro 120 284 0 01 May 2018