Wide and Deep Graph Neural Network with Distributed Online Learning

Wide and Deep Graph Neural Network with Distributed Online Learning

19 July 2021

Alejandro Ribeiro

Papers citing "Wide and Deep Graph Neural Network with Distributed Online Learning"

16 / 16 papers shown

Title
Co-Optimization of Environment and Policies for Decentralized Multi-Agent Navigation Zhan Gao Guang Yang Amanda Prorok 34 0 0 21 Mar 2024
On the Trade-Off between Stability and Representational Capacity in Graph Neural Networks Zhan Gao Amanda Prorok Elvin Isufi 33 1 0 04 Dec 2023
Constrained Environment Optimization for Prioritized Multi-Agent Navigation Zhan Gao Amanda Prorok 30 7 0 18 May 2023
Online Control Barrier Functions for Decentralized Multi-Agent Navigation Zhan Gao Guangtao Yang Amanda Prorok 36 15 0 08 Mar 2023
Graph Neural Networks over the Air for Decentralized Tasks in Wireless Networks Zhan Gao Deniz Gunduz GNN 30 1 0 16 Feb 2023
Machine Learning for Large-Scale Optimization in 6G Wireless Networks Yandong Shi Lixiang Lian Yuanming Shi Zixin Wang Yong Zhou Liqun Fu Lin Bai Jun Zhang Wei Zhang AI4CE 34 75 0 03 Jan 2023
Learning Stable Graph Neural Networks via Spectral Regularization Zhan Gao Elvin Isufi 18 3 0 13 Nov 2022
Decentralized Channel Management in WLANs with Graph Neural Networks Zhan Gao Yulin Shao Deniz Gunduz Amanda Prorok 24 11 0 30 Oct 2022
Environment Optimization for Multi-Agent Navigation Zhan Gao Amanda Prorok 29 9 0 22 Sep 2022
Learning Stochastic Graph Neural Networks with Constrained Variance Zhan Gao Elvin Isufi 19 5 0 29 Jan 2022
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks Zhiqian Chen Fanglan Chen Lei Zhang Taoran Ji Kaiqun Fu Liang Zhao Feng Chen Lingfei Wu Charu C. Aggarwal Chang-Tien Lu 36 18 0 21 Jul 2021
Synthesizing Decentralized Controllers with Graph Neural Networks and Imitation Learning Fernando Gama Qingbiao Li Ekaterina V. Tolstaya Amanda Prorok Alejandro Ribeiro AI4CE 32 28 0 29 Dec 2020
Wide and Deep Graph Neural Networks with Distributed Online Learning Zhan Gao Fernando Gama Alejandro Ribeiro GNN 25 10 0 11 Jun 2020
Convolutional Neural Network Architectures for Signals Supported on Graphs Fernando Gama A. Marques G. Leus Alejandro Ribeiro 132 285 0 01 May 2018
Multi-Robot Transfer Learning: A Dynamical System Perspective M. Helwa Angela P. Schoellig 27 39 0 27 Jul 2017
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 238 3,236 0 24 Nov 2016