Link Scheduling using Graph Neural Networks

Link Scheduling using Graph Neural Networks

12 September 2021

Santiago Segarra

Papers citing "Link Scheduling using Graph Neural Networks"

15 / 15 papers shown

Title
Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance Dominik Fuchsgruber Tim Poštuvan Stephan Günnemann Simon Geisler 42 2 0 22 Oct 2024
GraSSRep: Graph-Based Self-Supervised Learning for Repeat Detection in Metagenomic Assembly Ali Azizpour Advait Balaji T. Treangen Santiago Segarra 21 3 0 14 Feb 2024
Graph Neural Networks for Physical-Layer Security in Multi-User Flexible-Duplex Networks Tharaka Perera S. Atapattu Yuting Fang Jamie S. Evans 14 1 0 08 Feb 2024
Congestion-aware Distributed Task Offloading in Wireless Multi-hop Networks Using Graph Neural Networks Zhongyuan Zhao Jake B. Perazzone Gunjan Verma Santiago Segarra GNN 21 5 0 05 Dec 2023
Learning to Transmit with Provable Guarantees in Wireless Federated Learning Boning Li Jake B. Perazzone A. Swami Santiago Segarra 26 4 0 18 Apr 2023
Deep Graph Unfolding for Beamforming in MU-MIMO Interference Networks Arindam Chowdhury Gunjan Verma A. Swami Santiago Segarra 28 13 0 02 Apr 2023
Graph Neural Networks over the Air for Decentralized Tasks in Wireless Networks Zhan Gao Deniz Gunduz GNN 38 1 0 16 Feb 2023
Delay-aware Backpressure Routing Using Graph Neural Networks Zhongyuan Zhao Bojan Radojicic Gunjan Verma A. Swami Santiago Segarra 20 6 0 19 Nov 2022
A State-Augmented Approach for Learning Optimal Resource Management Decisions in Wireless Networks Yiugit Berkay Uslu Navid Naderializadeh Mark Eisen Alejandro Riberio University of Pennsylvania 31 0 0 28 Oct 2022
State-Augmented Learnable Algorithms for Resource Management in Wireless Networks Navid Naderializadeh Mark Eisen Alejandro Ribeiro 29 17 0 05 Jul 2022
Distributed Link Sparsification for Scalable Scheduling Using Graph Neural Networks Zhongyuan Zhao A. Swami Santiago Segarra GNN 27 2 0 27 Mar 2022
Learning Resilient Radio Resource Management Policies with Graph Neural Networks Navid Naderializadeh Mark Eisen Alejandro Ribeiro 24 27 0 07 Mar 2022
What's Wrong with Deep Learning in Tree Search for Combinatorial Optimization Maximilian Böther Otto Kißig M. Taraz S. Cohen Karen Seidel Tobias Friedrich AI4CE 73 46 0 25 Jan 2022
Robust MIMO Detection using Hypernetworks with Learned Regularizers Nicolas Zilberstein C. Dick Rahman Doost-Mohammady A. Sabharwal Santiago Segarra 19 4 0 13 Oct 2021
Convolutional Neural Network Architectures for Signals Supported on Graphs Fernando Gama A. Marques G. Leus Alejandro Ribeiro 132 285 0 01 May 2018