Convolutional Neural Network Architectures for Signals Supported on
Graphs

Convolutional Neural Network Architectures for Signals Supported on Graphs

1 May 2018

Alejandro Ribeiro

Papers citing "Convolutional Neural Network Architectures for Signals Supported on Graphs"

15 / 15 papers shown

Title
Opportunistic Routing in Wireless Communications via Learnable State-Augmented Policies Sourajit Das Navid Naderializadeh Rahul Mangharam 24 0 0 05 Mar 2025
Graph Sampling for Scalable and Expressive Graph Neural Networks on Homophilic Graphs Haolin Li Luana Ruiz Luana Ruiz 27 0 0 22 Oct 2024
AuthAttLyzer-V2: Unveiling Code Authorship Attribution using Enhanced Ensemble Learning Models & Generating Benchmark Dataset Bhaskar Joshi Sepideh HajiHossein Khani Arash HabibiLashkari 20 0 0 28 Jun 2024
Improving Learnt Local MAPF Policies with Heuristic Search Rishi Veerapaneni Qian Wang Kevin Ren Arthur Jakobsson Jiaoyang Li Maxim Likhachev 21 6 0 29 Mar 2024
On the Trade-Off between Stability and Representational Capacity in Graph Neural Networks Zhan Gao Amanda Prorok Elvin Isufi 14 1 0 04 Dec 2023
Deep Graph Unfolding for Beamforming in MU-MIMO Interference Networks Arindam Chowdhury Gunjan Verma A. Swami Santiago Segarra 11 12 0 02 Apr 2023
Graphon Pooling for Reducing Dimensionality of Signals and Convolutional Operators on Graphs Alejandro Parada-Mayorga Zhiyang Wang Alejandro Ribeiro 15 9 0 15 Dec 2022
Learning Decentralized Strategies for a Perimeter Defense Game with Graph Neural Networks Elijah S. Lee Lifeng Zhou Alejandro Ribeiro Vijay R. Kumar AAML GNN 11 1 0 24 Sep 2022
Transferability Properties of Graph Neural Networks Luana Ruiz Luiz F. O. Chamon Alejandro Ribeiro GNN 11 40 0 09 Dec 2021
Link Scheduling using Graph Neural Networks Zhongyuan Zhao Gunjan Verma Chirag R. Rao A. Swami Santiago Segarra GNN 6 32 0 12 Sep 2021
Message-Aware Graph Attention Networks for Large-Scale Multi-Robot Path Planning Qingbiao Li Weizhe Lin Zhe Liu Amanda Prorok 11 129 0 26 Nov 2020
Graph and graphon neural network stability Luana Ruiz Zhiyang Wang Alejandro Ribeiro GNN 72 17 0 23 Oct 2020
Graph Neural Networks for Decentralized Multi-Robot Path Planning Qingbiao Li Fernando Gama Alejandro Ribeiro Amanda Prorok 15 245 0 12 Dec 2019
Transferability of Spectral Graph Convolutional Neural Networks Ron Levie Wei Huang Lorenzo Bucci M. Bronstein Gitta Kutyniok GNN 14 124 0 30 Jul 2019
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering Siheng Chen Chaojing Duan Yaoqing Yang Duanshun Li Chen Feng Dong Tian 3DPC 17 71 0 11 May 2019