A Graph Neural Network Approach for Scalable Wireless Power Control

19 July 2019

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Papers citing "A Graph Neural Network Approach for Scalable Wireless Power Control"

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Title
Opportunistic Routing in Wireless Communications via Learnable State-Augmented Policies Sourajit Das Navid Naderializadeh Rahul Mangharam 402 2 0 05 Mar 2025
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence Liekang Zeng Shengyuan Ye Xu Chen Xiaoxi Zhang Ju Ren Jian Tang Yang Yang Xuemin Shen 446 10 0 08 Jan 2025
Learning Non-myopic Power Allocation in Constrained Scenarios Arindam Chowdhury Santiago Paternain Gunjan Verma A. Swami Santiago Segarra 248 0 0 18 Jan 2024
Application of deep and reinforcement learning to boundary control problems Zenin Easa Panthakkalakath J. Kardoš Olaf Schenk AI4CE 107 0 0 21 Oct 2023
Learning State-Augmented Policies for Information Routing in Communication NetworksIEEE Transactions on Signal Processing (IEEE TSP), 2023 Sourajit Das Navid Naderializadeh Alejandro Ribeiro 256 2 0 30 Sep 2023
Unsupervised Deep Unfolded PGD for Transmit Power Allocation in Wireless SystemsIEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2023 Ramoni O. Adeogun 77 1 0 20 Jun 2023
Graph Neural Networks-Based User Pairing in Wireless Communication Systems Sharan Mourya Pavan Reddy Manne Saidhiraj Amuru K. Kuchi GNN 114 2 0 14 May 2023
Graph Neural Networks over the Air for Decentralized Tasks in Wireless NetworksIEEE Transactions on Signal Processing (IEEE TSP), 2023 Zhan Gao Deniz Gunduz GNN 238 3 0 16 Feb 2023
Flex-Net: A Graph Neural Network Approach to Resource Management in Flexible Duplex NetworksIEEE Wireless Communications and Networking Conference (WCNC), 2023 Tharaka Perera S. Atapattu Yuting Fang Prathapasinghe Dharmawansa J. Evans GNN 178 6 0 20 Jan 2023
Machine Learning for Large-Scale Optimization in 6G Wireless NetworksIEEE Communications Surveys and Tutorials (COMST), 2023 Yandong Shi Lixiang Lian Yuanming Shi Zixin Wang Yong Zhou Liqun Fu Lin Bai Jun Zhang Wei Zhang AI4CE 228 136 0 03 Jan 2023
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 232 1 0 28 Oct 2022
State-Augmented Learnable Algorithms for Resource Management in Wireless NetworksIEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2022 Navid Naderializadeh Mark Eisen Alejandro Ribeiro 240 26 0 05 Jul 2022
Graph Neural Networks for Wireless Communications: From Theory to PracticeIEEE Transactions on Wireless Communications (TWC), 2022 Yifei Shen Jun Zhang Shenghui Song Khaled B. Letaief GNN AI4CE 241 173 0 21 Mar 2022
Learning Resilient Radio Resource Management Policies with Graph Neural NetworksIEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2022 Navid Naderializadeh Mark Eisen Alejandro Ribeiro 401 36 0 07 Mar 2022
To Supervise or Not: How to Effectively Learn Wireless Interference Management Models? Bingqing Song Haoran Sun Wenqiang Pu Sijia Liu Min-Fong Hong 98 0 0 28 Dec 2021
Power Allocation for Wireless Federated Learning using Graph Neural NetworksIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Boning Li A. Swami Santiago Segarra FedML 223 18 0 15 Nov 2021
Stability Analysis of Unfolded WMMSE for Power Allocation Arindam Chowdhury Fernando Gama Santiago Segarra 191 4 0 14 Oct 2021
Wireless Link Scheduling via Graph Representation Learning: A Comparative Study of Different Supervision Levels Navid Naderializadeh 195 5 0 04 Oct 2021
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical GuaranteeIEEE Transactions on Wireless Communications (IEEE TWC), 2021 Yandong Shi Hayoung Choi Yuanming Shi Yong Zhou 177 38 0 19 Jun 2021
Learning Autonomy in Management of Wireless Random Networks Hoon Lee Sang Hyun Lee Tony Q.S. Quek 207 7 0 15 Jun 2021
Graph-based Deep Learning for Communication Networks: A SurveyComputer Communications (Comput. Commun.), 2021 Weiwei Jiang GNN AI4CE 235 243 0 04 Jun 2021
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization PerspectiveIEEE Transactions on Signal Processing (IEEE TSP), 2021 Haoran Sun Wenqiang Pu Xiao Fu Tsung-Hui Chang Mingyi Hong 165 36 0 03 May 2021
Efficient power allocation using graph neural networks and deep algorithm unfoldingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Arindam Chowdhury Gunjan Verma Chirag R. Rao A. Swami Santiago Segarra 210 16 0 18 Nov 2020
Learning Power Control for Cellular Systems with Heterogeneous Graph Neural Network Jia Guo Chenyang Yang 120 23 0 06 Nov 2020
Contrastive Self-Supervised Learning for Wireless Power Control Navid Naderializadeh SSL 207 8 0 22 Oct 2020
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical AnalysisIEEE Journal on Selected Areas in Communications (JSAC), 2020 Yifei Shen Yuanming Shi Jun Zhang Khaled B. Letaief GNN 215 322 0 15 Jul 2020
Wireless Power Control via Counterfactual Optimization of Graph Neural NetworksInternational Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2020 Navid Naderializadeh Mark Eisen Alejandro Ribeiro 173 26 0 17 Feb 2020
Edge Intelligence: The Confluence of Edge Computing and Artificial IntelligenceIEEE Internet of Things Journal (IEEE IoT Journal), 2019 Shuiguang Deng Hailiang Zhao Weijia Fang Yuxiang Cai Schahram Dustdar Albert Y. Zomaya 328 701 0 02 Sep 2019