{"total":44,"rows":[{"id":"2507.12166","title":"RadioDiff-3D: A 3D$\\times$3D Radio Map Dataset and Generative Diffusion Based Benchmark for 6G Environment-Aware Communication","created":"2025-07-16","cited_by_count":16,"area":null},{"id":"2406.09822","title":"An I2I Inpainting Approach for Efficient Channel Knowledge Map Construction","created":"2024-06-14","cited_by_count":13,"area":null},{"id":"2311.12443","title":"Knowledge Base Enabled Semantic Communication: A Generative Perspective","created":"2023-11-21","cited_by_count":11,"area":null},{"id":"2504.14298","title":"RadioDiff-Inverse: Diffusion Enhanced Bayesian Inverse Estimation for ISAC Radio Map Construction","created":"2025-04-19","cited_by_count":11,"area":null},{"id":"2505.22343","title":"Empowering Intelligent Low-altitude Economy with Large AI Model Deployment","created":"2025-05-28","cited_by_count":4,"area":null},{"id":"2507.14186","title":"A Disentangled Representation Learning Framework for Low-altitude Network Coverage Prediction","created":"2025-07-13","cited_by_count":4,"area":null},{"id":"2603.06401","title":"U6G XL-MIMO Radiomap Prediction: Multi-Config Dataset and Beam Map Approach","created":"2026-03-06","cited_by_count":4,"area":null},{"id":"2401.08023","title":"Spatial Channel State Information Prediction with Generative AI: Towards Holographic Communication and Digital Radio Twin","created":"2024-01-16","cited_by_count":3,"area":null},{"id":"2501.13472","title":"Radio Map Estimation via Latent Domain Plug-and-Play Denoising","created":"2025-01-23","cited_by_count":3,"area":null},{"id":"2510.07071","title":"Blind Construction of Angular Power Maps in Massive MIMO Networks","created":"2025-10-08","cited_by_count":3,"area":null},{"id":"2411.08887","title":"Deep Learning-Based CKM Construction with Image Super-Resolution","created":"2024-10-28","cited_by_count":2,"area":null},{"id":"2411.11576","title":"Hybrid Data-Driven SSM for Interpretable and Label-Free mmWave Channel Prediction","created":"2024-11-18","cited_by_count":2,"area":null},{"id":"2412.00386","title":"Strategic Application of AIGC for UAV Trajectory Design: A Channel Knowledge Map Approach","created":"2024-11-30","cited_by_count":1,"area":null},{"id":"2501.12853","title":"Data-and-Semantic Dual-Driven Spectrum Map Construction for 6G Spectrum Management","created":"2025-01-22","cited_by_count":1,"area":null},{"id":"2505.07893","title":"Channel Fingerprint Construction for Massive MIMO: A Deep Conditional Generative Approach","created":"2025-05-12","cited_by_count":1,"area":null},{"id":"2506.12787","title":"Rasterizing Wireless Radiance Field via Deformable 2D Gaussian Splatting","created":"2025-06-15","cited_by_count":1,"area":null},{"id":"2508.09142","title":"Bayesian-Driven Graph Reasoning for Active Radio Map Construction","created":"2025-07-29","cited_by_count":1,"area":null},{"id":"2508.16849","title":"RF-PGS: Fully-structured Spatial Wireless Channel Representation with Planar Gaussian Splatting","created":"2025-08-23","cited_by_count":1,"area":null},{"id":"2512.13701","title":"Blind Radio Mapping via Spatially Regularized Bayesian Trajectory Inference","created":"2025-12-04","cited_by_count":1,"area":null},{"id":"2603.18855","title":"BeamAgent: LLM-Aided MIMO Beamforming with Decoupled Intent Parsing and Alternating Optimization for Joint Site Selection and Precoding","created":"2026-03-19","cited_by_count":1,"area":null},{"id":"2607.00974","title":"QuaMoE-DRF: Proactive Beam and Rate Adaptation via Multimodal Dynamic Radio Map Forecasting in ISAC Networks","created":"2026-07-01","cited_by_count":1,"area":null},{"id":"2607.09795","title":"Large Multimodal Model-Based Environment-Aware Mobility Management","created":"2026-07-09","cited_by_count":1,"area":null},{"id":"2607.28994","title":"Point2Radio: A Foundation Model for Cross-Scene Radio Fields from Material-Aware Point Clouds","created":"2026-07-31","cited_by_count":1,"area":null},{"id":"2506.04682","title":"MARS: Radio Map Super-resolution and Reconstruction Method under Sparse Channel Measurements","created":"2025-06-05","cited_by_count":0,"area":null},{"id":"2507.15386","title":"Learning to Gridize: Segment Physical World by Wireless Communication Channel","created":"2025-07-21","cited_by_count":0,"area":null},{"id":"2507.19974","title":"Digital Twin Channel-Enabled Online Resource Allocation for 6G: Principle, Architecture and Application","created":"2025-07-26","cited_by_count":0,"area":null},{"id":"2508.06956","title":"Neural Beam Field for Spatial Beam RSRP Prediction","created":"2025-08-09","cited_by_count":0,"area":null},{"id":"2508.07009","title":"Neural Channel Knowledge Map Assisted Scheduling Optimization of Active IRSs in Multi-User Systems","created":"2025-08-09","cited_by_count":0,"area":null},{"id":"2509.06270","title":"UrbanMIMOMap: A Ray-Traced MIMO CSI Dataset with Precoding-Aware Maps and Benchmarks","created":"2025-09-08","cited_by_count":0,"area":null},{"id":"2509.13686","title":"RF-LSCM: Pushing Radiance Fields to Multi-Domain Localized Statistical Channel Modeling for Cellular Network Optimization","created":"2025-09-17","cited_by_count":0,"area":null},{"id":"2511.11720","title":"AdaptFly: Prompt-Guided Adaptation of Foundation Models for Low-Altitude UAV Networks","created":"2025-11-13","cited_by_count":0,"area":null},{"id":"2511.17007","title":"Self-Localizing MIMO Beam Mapping with Continuously Evolving Channel Memory","created":"2025-11-21","cited_by_count":0,"area":null},{"id":"2512.10965","title":"RMSup: Physics-Informed Radio Map Super-Resolution for Compute-Enhanced Integrated Sensing and Communications","created":"2025-11-29","cited_by_count":0,"area":null},{"id":"2602.06995","title":"When Simultaneous Localization and Mapping Meets Wireless Communications: A Survey","created":"2026-01-28","cited_by_count":0,"area":null},{"id":"2602.18744","title":"RadioGen3D: 3D Radio Map Generation via Adversarial Learning on Large-Scale Synthetic Data","created":"2026-02-21","cited_by_count":0,"area":null},{"id":"2604.22056","title":"Learning Coverage- and Power-Optimal Transmitter Placement from City Maps: A Comparative Study of Direct and Indirect Neural Approaches","created":"2026-04-23","cited_by_count":0,"area":null},{"id":"2604.27574","title":"Statistical Channel Fingerprint Construction for Massive MIMO: A Unified Tensor Learning Framework","created":"2026-04-30","cited_by_count":0,"area":null},{"id":"2606.24979","title":"CKM-Driven Communication-Aware UAV Intelligent Trajectory Optimization for Urban Inspection","created":"2026-06-23","cited_by_count":0,"area":null},{"id":"2607.01777","title":"Scene-Conditioned PINN-GNN for Multipath RF Maps: Cross-Scene Generation and In-Scene Completion","created":"2026-07-02","cited_by_count":0,"area":null},{"id":"2608.15314","title":"Physics-informed VAE-EVT for Tail Aware Radio Map Prediction","created":"2026-08-15","cited_by_count":0,"area":null},{"id":"2609.00615","title":"BeamRMX: Radiation-Pattern-Driven Learning for Generalizable Beam Radio Map Prediction and Beam Management","created":"2026-09-01","cited_by_count":0,"area":null},{"id":"2609.04707","title":"Wireless Foundation Models: State-of-the-Art and Open Challenges","created":"2026-09-04","cited_by_count":0,"area":null},{"id":"2609.32836","title":"Radiomap Blind Prediction under Incomplete Observation: Error Characterization and Correctable Propagation-Prior Learning","created":"2026-09-26","cited_by_count":0,"area":null},{"id":"2609.37277","title":"Geometry-Aided Channel Deduction with Partial Channel Estimates and Uncalibrated Digital Twin","created":"2026-09-29","cited_by_count":0,"area":null}],"next_cursor":null}