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Decentralized Inference with Graph Neural Networks in Wireless Communication Systems
IEEE Transactions on Mobile Computing (IEEE TMC), 2021
19 April 2021
Mengyuan Lee
Guanding Yu
H. Dai
GNN
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Papers citing
"Decentralized Inference with Graph Neural Networks in Wireless Communication Systems"
19 / 19 papers shown
Efficient Graph Knowledge Distillation from GNNs to Kolmogorov--Arnold Networks via Self-Attention Dynamic Sampling
Can Cui
Zilong Fu
Penghe Huang
Yuanyuan Li
Wu Deng
Dongyan Li
136
0
0
30 Aug 2025
Graph Attention Network for Optimal User Association in Wireless Networks
Javad Mirzaei
Jeebak Mitra
Gwenael Poitau
146
0
0
22 May 2025
Power Allocation for Delay Optimization in Device-to-Device Networks: A Graph Reinforcement Learning Approach
IEEE Transactions on Vehicular Technology (IEEE Trans. Veh. Technol.), 2025
Hao Fang
Kai Huang
Hao Ye
Chongtao Guo
Le Liang
Xiao Li
Shi Jin
269
3
0
19 May 2025
Over-the-Air Multi-Sensor Inference with Neural Networks Using Memristor-Based Analog Computing
Physical Communication (Phys. Commun.), 2024
Busra Tegin
Muhammad Atif Ali
T. Duman
294
0
0
20 Jan 2025
Deploying Graph Neural Networks in Wireless Networks: A Link Stability Viewpoint
IEEE Wireless Communications Letters (WCL), 2024
Jun Li
Weiwei Zhang
Kang Wei
Guangji Chen
Long Shi
Wen Chen
172
2
0
09 May 2024
Collaborative Edge AI Inference over Cloud-RAN
Pengfei Zhang
Dingzhu Wen
Guangxu Zhu
Qimei Chen
Kaifeng Han
Yuanming Shi
307
11
0
09 Apr 2024
Graph Neural Networks for Physical-Layer Security in Multi-User Flexible-Duplex Networks
Tharaka Perera
S. Atapattu
Yuting Fang
Jamie S. Evans
186
1
0
08 Feb 2024
A Survey on Trustworthy Edge Intelligence: From Security and Reliability To Transparency and Sustainability
IEEE Communications Surveys and Tutorials (COMST), 2023
Xiaojie Wang
Beibei Wang
Yu Wu
Zhaolong Ning
Song Guo
Feng Yu
354
55
0
27 Oct 2023
Model Inversion Attacks on Homogeneous and Heterogeneous Graph Neural Networks
Renyang Liu
Wei Zhou
Jinhong Zhang
Xiaoyuan Liu
Peiyuan Si
Haoran Li
AAML
209
1
0
15 Oct 2023
Rate-Adaptive Coding Mechanism for Semantic Communications With Multi-Modal Data
IEEE Transactions on Communications (IEEE Trans. Commun.), 2023
Yangshuo He
Guanding Yu
Yunlong Cai
251
47
0
18 May 2023
Graph Neural Networks-Based User Pairing in Wireless Communication Systems
Sharan Mourya
Pavan Reddy Manne
Saidhiraj Amuru
K. Kuchi
GNN
146
2
0
14 May 2023
Semi-decentralized Inference in Heterogeneous Graph Neural Networks for Traffic Demand Forecasting: An Edge-Computing Approach
IEEE Transactions on Vehicular Technology (IEEE Trans. Veh. Technol.), 2023
Mahmoud Nazzal
Abdallah Khreishah
Joyoung Lee
Shaahin Angizi
Ala I. Al-Fuqaha
Mohsen Guizani
285
19
0
28 Feb 2023
Machine Learning for Large-Scale Optimization in 6G Wireless Networks
IEEE 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
313
176
0
03 Jan 2023
Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions
IEEE wireless communications (IEEE Wireless Commun.), 2022
Mengyuan Lee
Guanding Yu
H. Dai
Geoffrey Ye Li
250
40
0
08 Dec 2022
Privacy-Preserving Decentralized Inference with Graph Neural Networks in Wireless Networks
IEEE Transactions on Wireless Communications (TWC), 2022
Mengyuan Lee
Guanding Yu
H. Dai
256
17
0
15 Aug 2022
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI
Dingzhu Wen
Peixi Liu
Guangxu Zhu
Yuanming Shi
Jie Xu
Yonina C. Eldar
Shuguang Cui
256
217
0
03 Jul 2022
A Framework for Real-World Multi-Robot Systems Running Decentralized GNN-Based Policies
IEEE International Conference on Robotics and Automation (ICRA), 2021
J. Blumenkamp
Steven D. Morad
Jennifer Gielis
Qingbiao Li
Amanda Prorok
352
56
0
02 Nov 2021
Modular Meta-Learning for Power Control via Random Edge Graph Neural Networks
IEEE Transactions on Wireless Communications (IEEE TWC), 2021
I. Nikoloska
Osvaldo Simeone
285
31
0
04 Aug 2021
Graph-based Deep Learning for Communication Networks: A Survey
Computer Communications (Comput. Commun.), 2021
Weiwei Jiang
GNN
AI4CE
331
261
0
04 Jun 2021
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