Generative Diffusion Models for Resource Allocation in Wireless Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Uslu, Yigit Berkay, Hadou, Samar, Bidokhti, Shirin Saeedi, Ribeiro, Alejandro |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Graph Signal Diffusion Models for Wireless Resource Allocation
by: Uslu, Yigit Berkay, et al.
Published: (2026)
by: Uslu, Yigit Berkay, et al.
Published: (2026)
Graph Signal Generative Diffusion Models
by: Uslu, Yigit Berkay, et al.
Published: (2025)
by: Uslu, Yigit Berkay, et al.
Published: (2025)
Fast State-Augmented Learning for Wireless Resource Allocation with Dual Variable Regression
by: Uslu, Yigit Berkay, et al.
Published: (2025)
by: Uslu, Yigit Berkay, et al.
Published: (2025)
Transferable Graphical MARL for Real-Time Estimation in Dynamic Wireless Networks
by: Chen, Xingran, et al.
Published: (2024)
by: Chen, Xingran, et al.
Published: (2024)
Decentralized Learning Strategies for Estimation Error Minimization with Graph Neural Networks
by: Chen, Xingran, et al.
Published: (2026)
by: Chen, Xingran, et al.
Published: (2026)
Robust Stochastically-Descending Unrolled Networks
by: Hadou, Samar, et al.
Published: (2023)
by: Hadou, Samar, et al.
Published: (2023)
Learning to Slice Wi-Fi Networks: A State-Augmented Primal-Dual Approach
by: Uslu, Yiğit Berkay, et al.
Published: (2024)
by: Uslu, Yiğit Berkay, et al.
Published: (2024)
Stochastic Unrolled Federated Learning
by: Hadou, Samar, et al.
Published: (2023)
by: Hadou, Samar, et al.
Published: (2023)
Approaching Rate-Distortion Limits in Neural Compression with Lattice Transform Coding
by: Lei, Eric, et al.
Published: (2024)
by: Lei, Eric, et al.
Published: (2024)
Graph Neural Networks for Resource Allocation in Multi-Channel Wireless Networks
by: Chen, Lili, et al.
Published: (2025)
by: Chen, Lili, et al.
Published: (2025)
Graph Neural Networks for Resource Allocation in Interference-limited Multi-Channel Wireless Networks with QoS Constraints
by: Chen, Lili, et al.
Published: (2025)
by: Chen, Lili, et al.
Published: (2025)
To Trust or Not to Trust: On Calibration in ML-based Resource Allocation for Wireless Networks
by: Raina, Rashika, et al.
Published: (2025)
by: Raina, Rashika, et al.
Published: (2025)
Unrolled Neural Networks for Constrained Optimization
by: Hadou, Samar, et al.
Published: (2026)
by: Hadou, Samar, et al.
Published: (2026)
Unrolled Graph Neural Networks for Constrained Optimization
by: Hadou, Samar, et al.
Published: (2025)
by: Hadou, Samar, et al.
Published: (2025)
Generalization of Graph Neural Networks is Robust to Model Mismatch
by: Wang, Zhiyang, et al.
Published: (2024)
by: Wang, Zhiyang, et al.
Published: (2024)
Optimisation of Resource Allocation in Heterogeneous Wireless Networks Using Deep Reinforcement Learning
by: Giwa, Oluwaseyi, et al.
Published: (2025)
by: Giwa, Oluwaseyi, et al.
Published: (2025)
AdaFortiTran: An Adaptive Transformer Model for Robust OFDM Channel Estimation
by: Guler, Berkay, et al.
Published: (2025)
by: Guler, Berkay, et al.
Published: (2025)
Generalization of Geometric Graph Neural Networks with Lipschitz Loss Functions
by: Wang, Zhiyang, et al.
Published: (2024)
by: Wang, Zhiyang, et al.
Published: (2024)
Teacher-Student Learning based Low Complexity Relay Selection in Wireless Powered Communications
by: Onalan, Aysun Gurur, et al.
Published: (2024)
by: Onalan, Aysun Gurur, et al.
Published: (2024)
Physics-Informed Generative Modeling of Wireless Channels
by: Böck, Benedikt, et al.
Published: (2025)
by: Böck, Benedikt, et al.
Published: (2025)
Physics-Guided Conditional Diffusion Networks for Microwave Image Reconstruction
by: Chehelgami, Shirin, et al.
Published: (2025)
by: Chehelgami, Shirin, et al.
Published: (2025)
FLARE: A New Federated Learning Framework with Adjustable Learning Rates over Resource-Constrained Wireless Networks
by: Xiao, Bingnan, et al.
Published: (2024)
by: Xiao, Bingnan, et al.
Published: (2024)
Radio Resource Management and Path Planning in Intelligent Transportation Systems via Reinforcement Learning for Environmental Sustainability
by: Norouzi, S., et al.
Published: (2024)
by: Norouzi, S., et al.
Published: (2024)
A Federated Online Restless Bandit Framework for Cooperative Resource Allocation
by: Tong, Jingwen, et al.
Published: (2024)
by: Tong, Jingwen, et al.
Published: (2024)
Latency Minimization for UAV-Enabled Federated Learning: Trajectory Design and Resource Allocation
by: Zhang, Xuhui, et al.
Published: (2024)
by: Zhang, Xuhui, et al.
Published: (2024)
Generating High Dimensional User-Specific Wireless Channels using Diffusion Models
by: Lee, Taekyun, et al.
Published: (2024)
by: Lee, Taekyun, et al.
Published: (2024)
Solving Large-scale Spatial Problems with Convolutional Neural Networks
by: Owerko, Damian, et al.
Published: (2023)
by: Owerko, Damian, et al.
Published: (2023)
Wireless Resource Allocation with Collaborative Distributed and Centralized DRL under Control Channel Attacks
by: Wang, Ke, et al.
Published: (2024)
by: Wang, Ke, et al.
Published: (2024)
Graph Neural Networks over the Air for Decentralized Tasks in Wireless Networks
by: Gao, Zhan, et al.
Published: (2023)
by: Gao, Zhan, et al.
Published: (2023)
Primal Dual Continual Learning: Balancing Stability and Plasticity through Adaptive Memory Allocation
by: Elenter, Juan, et al.
Published: (2023)
by: Elenter, Juan, et al.
Published: (2023)
Sampling and Uniqueness Sets in Graphon Signal Processing
by: Parada-Mayorga, Alejandro, et al.
Published: (2024)
by: Parada-Mayorga, Alejandro, et al.
Published: (2024)
Scalable Power Control/Beamforming in Heterogeneous Wireless Networks with Graph Neural Networks
by: Zhang, Xiaochen, et al.
Published: (2021)
by: Zhang, Xiaochen, et al.
Published: (2021)
Generative AI Meets Wireless Sensing: Towards Wireless Foundation Model
by: Yang, Zheng, et al.
Published: (2025)
by: Yang, Zheng, et al.
Published: (2025)
Multimodal Mixture-of-Experts for ISAC in Low-Altitude Wireless Networks
by: Zhang, Kai, et al.
Published: (2025)
by: Zhang, Kai, et al.
Published: (2025)
Benchmarking Wireless Representations: High-Dimensional vs. Compressed Embeddings for Efficiency and Robustness
by: Batista, Murilo, et al.
Published: (2026)
by: Batista, Murilo, et al.
Published: (2026)
Robust Channel Estimation for Optical Wireless Communications Using Neural Network
by: Luan, Dianxin, et al.
Published: (2025)
by: Luan, Dianxin, et al.
Published: (2025)
Cross-Domain Continual Learning for Edge Intelligence in Wireless ISAC Networks
by: Hu, Jingzhi, et al.
Published: (2025)
by: Hu, Jingzhi, et al.
Published: (2025)
Noise Resilient Over-The-Air Federated Learning In Heterogeneous Wireless Networks
by: Shaban, Zubair, et al.
Published: (2025)
by: Shaban, Zubair, et al.
Published: (2025)
Relay-Assisted Activation-Integrated SIM for Wireless Physical Neural Networks
by: Hua, Meng, et al.
Published: (2026)
by: Hua, Meng, et al.
Published: (2026)
Distributed Training of Large Graph Neural Networks with Variable Communication Rates
by: Cervino, Juan, et al.
Published: (2024)
by: Cervino, Juan, et al.
Published: (2024)
Similar Items
-
Graph Signal Diffusion Models for Wireless Resource Allocation
by: Uslu, Yigit Berkay, et al.
Published: (2026) -
Graph Signal Generative Diffusion Models
by: Uslu, Yigit Berkay, et al.
Published: (2025) -
Fast State-Augmented Learning for Wireless Resource Allocation with Dual Variable Regression
by: Uslu, Yigit Berkay, et al.
Published: (2025) -
Transferable Graphical MARL for Real-Time Estimation in Dynamic Wireless Networks
by: Chen, Xingran, et al.
Published: (2024) -
Decentralized Learning Strategies for Estimation Error Minimization with Graph Neural Networks
by: Chen, Xingran, et al.
Published: (2026)