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2011.09430
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Distributed Scheduling using Graph Neural Networks
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
18 November 2020
Zhongyuan Zhao
Gunjan Verma
Chirag R. Rao
A. Swami
Santiago Segarra
GNN
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Papers citing
"Distributed Scheduling using Graph Neural Networks"
23 / 23 papers shown
Resource Allocation in Hybrid Radio-Optical IoT Networks using GNN with Multi-task Learning
Aymen Hamrouni
S. Pollin
Hazem Sallouha
114
1
0
29 Oct 2025
Distributed Link Sparsification for Scalable Scheduling Using Graph Neural Networks (Journal Version)
Zhongyuan Zhao
Gunjan Verma
A. Swami
Santiago Segarra
120
0
0
05 Sep 2025
Activation Compression of Graph Neural Networks using Block-wise Quantization with Improved Variance Minimization
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Sebastian Eliassen
Raghavendra Selvan
GNN
319
5
0
21 Sep 2023
Learning to Transmit with Provable Guarantees in Wireless Federated Learning
IEEE Transactions on Wireless Communications (IEEE TWC), 2023
Boning Li
Jake B. Perazzone
A. Swami
Santiago Segarra
304
6
0
18 Apr 2023
Higher-order Sparse Convolutions in Graph Neural Networks
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Jhony H. Giraldo
S. Javed
Arif Mahmood
Fragkiskos D. Malliaros
T. Bouwmans
GNN
214
3
0
21 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
312
176
0
03 Jan 2023
Delay-aware Backpressure Routing Using Graph Neural Networks
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Zhongyuan Zhao
Bojan Radojicic
Gunjan Verma
A. Swami
Santiago Segarra
140
12
0
19 Nov 2022
Space-Time Graph Neural Networks with Stochastic Graph Perturbations
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Samar Hadou
Charilaos I. Kanatsoulis
Alejandro Ribeiro
248
5
0
28 Oct 2022
Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability using Tree Search and Graph Neural Networks
AAAI Conference on Artificial Intelligence (AAAI), 2022
Kevin Osanlou
J. Frank
Andrei Bursuc
Tristan Cazenave
Éric Jacopin
Christophe Guettier
J. Benton
AI4CE
300
3
0
28 Mar 2022
Distributed Link Sparsification for Scalable Scheduling Using Graph Neural Networks
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Zhongyuan Zhao
A. Swami
Santiago Segarra
GNN
120
4
0
27 Mar 2022
Learning Resilient Radio Resource Management Policies with Graph Neural Networks
IEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2022
Navid Naderializadeh
Mark Eisen
Alejandro Ribeiro
494
43
0
07 Mar 2022
Graph-based Algorithm Unfolding for Energy-aware Power Allocation in Wireless Networks
IEEE Transactions on Wireless Communications (TWC), 2022
Boning Li
Gunjan Verma
Santiago Segarra
336
27
0
27 Jan 2022
A Higher-Order Semantic Dependency Parser
Bin Li
Yunlong Fan
Yikemaiti Sataer
Zhiqiang Gao
GNN
226
1
0
27 Jan 2022
Power Allocation for Wireless Federated Learning using Graph Neural Networks
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Boning Li
A. Swami
Santiago Segarra
FedML
297
20
0
15 Nov 2021
Graph Neural Network based scheduling : Improved throughput under a generalized interference model
Ramakrishnan Sambamoorthy
Jaswanthi Mandalapu
Subrahmanya Swamy Peruru
Bhavesh Jain
E. Altman
GNN
228
2
0
31 Oct 2021
Stability Analysis of Unfolded WMMSE for Power Allocation
Arindam Chowdhury
Fernando Gama
Santiago Segarra
248
4
0
14 Oct 2021
Robust MIMO Detection using Hypernetworks with Learned Regularizers
Nicolas Zilberstein
C. Dick
Rahman Doost-Mohammady
A. Sabharwal
Santiago Segarra
246
4
0
13 Oct 2021
HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing
Journal of Systems and Software (JSS), 2021
Shreshth Tuli
S. Gill
Minxian Xu
Peter Garraghan
Rami Bahsoon
...
R. Sakellariou
Omer F. Rana
Rajkumar Buyya
G. Casale
N. Jennings
236
92
0
11 Oct 2021
Distributed Optimization of Graph Convolutional Network using Subgraph Variance
Taige Zhao
Xiangyu Song
Jianxin Li
Wei Luo
Imran Razzak
GNN
189
12
0
06 Oct 2021
Link Scheduling using Graph Neural Networks
Zhongyuan Zhao
Gunjan Verma
Chirag R. Rao
A. Swami
Santiago Segarra
GNN
476
54
0
12 Sep 2021
Optimal Solving of Constrained Path-Planning Problems with Graph Convolutional Networks and Optimized Tree Search
Kevin Osanlou
Andrei Bursuc
Christophe Guettier
Tristan Cazenave
Éric Jacopin
GNN
AI4CE
471
14
0
02 Aug 2021
Graph-based Deep Learning for Communication Networks: A Survey
Computer Communications (Comput. Commun.), 2021
Weiwei Jiang
GNN
AI4CE
325
261
0
04 Jun 2021
Free Energy Node Embedding via Generalized Skip-gram with Negative Sampling
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Yu Zhu
A. Swami
Santiago Segarra
309
6
0
19 May 2021
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