{"total":14,"rows":[{"id":"2106.02533","title":"Graph-based Deep Learning for Communication Networks: A Survey","created":"2021-06-04","cited_by_count":21,"area":null},{"id":"2301.03377","title":"Machine Learning for Large-Scale Optimization in 6G Wireless Networks","created":"2023-01-03","cited_by_count":18,"area":null},{"id":"2111.07480","title":"Power Allocation for Wireless Federated Learning using Graph Neural Networks","created":"2021-11-15","cited_by_count":7,"area":null},{"id":"2207.05364","title":"A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization","created":"2022-07-12","cited_by_count":7,"area":null},{"id":"2301.00757","title":"ENGNN: A General Edge-Update Empowered GNN Architecture for Radio Resource Management in Wireless Networks","created":"2022-12-14","cited_by_count":5,"area":null},{"id":"2303.16113","title":"Graph Neural Networks for Power Allocation in Wireless Networks with Full Duplex Nodes","created":"2023-03-27","cited_by_count":5,"area":null},{"id":"2209.06905","title":"Graph Neural Network Based Node Deployment for Throughput Enhancement","created":"2022-08-19","cited_by_count":3,"area":null},{"id":"2304.09329","title":"Learning to Transmit with Provable Guarantees in Wireless Federated Learning","created":"2023-04-18","cited_by_count":3,"area":null},{"id":"2302.08447","title":"Graph Neural Networks over the Air for Decentralized Tasks in Wireless Networks","created":"2023-02-16","cited_by_count":2,"area":null},{"id":"2307.12480","title":"Learning Resource Allocation Policy: Vertex-GNN or Edge-GNN?","created":"2023-07-24","cited_by_count":2,"area":null},{"id":"2311.15858","title":"Multi-Agent Reinforcement Learning for Power Control in Wireless Networks via Adaptive Graphs","created":"2023-11-27","cited_by_count":2,"area":null},{"id":"2306.00717","title":"Graph Neural Networks-Based User Pairing in Wireless Communication Systems","created":"2023-05-14","cited_by_count":1,"area":null},{"id":"2509.11056","title":"BERT4beam: Large AI Model Enabled Generalized Beamforming Optimization","created":"2025-09-14","cited_by_count":1,"area":null},{"id":"2304.10328","title":"Learning Cellular Coverage from Real Network Configurations using GNNs","created":"2023-04-20","cited_by_count":0,"area":null}],"next_cursor":null}