{"total":18,"rows":[{"id":"2408.10501","title":"Generative Diffusion Models for High Dimensional Channel Estimation","created":"2024-08-20","cited_by_count":26,"area":"diffusion"},{"id":"2507.16733","title":"Generative Diffusion Models for Wireless Networks: Fundamental, Architecture, and State-of-the-Art","created":"2025-07-22","cited_by_count":14,"area":"diffusion"},{"id":"2412.18281","title":"GDM4MMIMO: Generative Diffusion Models for Massive MIMO Communications","created":"2024-12-24","cited_by_count":6,"area":"diffusion"},{"id":"2508.01586","title":"Diffusion Models for Future Networks and Communications: A Comprehensive Survey","created":"2025-08-03","cited_by_count":6,"area":"diffusion"},{"id":"2506.18419","title":"Generative Diffusion Receivers: Achieving Pilot-Efficient MIMO-OFDM Communications","created":"2025-06-23","cited_by_count":3,"area":"diffusion"},{"id":"2509.07839","title":"Enhancements in Score-based Channel Estimation for Real-Time Wireless Systems","created":"2025-09-09","cited_by_count":2,"area":"diffusion"},{"id":"2409.14031","title":"Maximum-Likelihood Estimation Based on Diffusion Model For Wireless Communications","created":"2024-09-21","cited_by_count":1,"area":"diffusion"},{"id":"2509.01641","title":"Non-Identical Diffusion Models in MIMO-OFDM Channel Generation","created":"2025-09-01","cited_by_count":1,"area":"diffusion"},{"id":"2510.02744","title":"Denoising and Augmentation: A Dual Use of Diffusion Model for Enhanced CSI Recovery","created":"2025-10-03","cited_by_count":1,"area":"diffusion"},{"id":"2510.22230","title":"Robust MIMO Channel Estimation Using Energy-Based Generative Diffusion Models","created":"2025-10-25","cited_by_count":1,"area":"diffusion"},{"id":"2505.12382","title":"Generative Diffusion Model Driven Massive Random Access in Massive MIMO Systems","created":"2025-05-18","cited_by_count":0,"area":"diffusion"},{"id":"2511.01173","title":"Conditional Diffusion Model-Enabled Scenario-Specific Neural Receivers for Superimposed Pilot Schemes","created":"2025-11-03","cited_by_count":0,"area":"diffusion"},{"id":"2602.02202","title":"Sampling-Free Diffusion Transformers for Low-Complexity MIMO Channel Estimation","created":"2026-02-02","cited_by_count":0,"area":"diffusion"},{"id":"2603.13440","title":"Improving Channel Estimation via Multimodal Diffusion Models with Flow Matching","created":"2026-03-13","cited_by_count":0,"area":"diffusion"},{"id":"2604.09653","title":"Diffusion-Based Generative Priors for Efficient Beam Alignment in Directional Networks","created":"2026-03-30","cited_by_count":0,"area":"diffusion"},{"id":"2605.18325","title":"Mixture-of-Experts Diffusion Models for Adaptive Massive MIMO Channel Estimation via Variational Bayesian Inference","created":"2026-05-18","cited_by_count":0,"area":"diffusion"},{"id":"2606.17893","title":"Condition-Wise Sinkhorn Drifting for One-Shot Learned Channel Simulation","created":"2026-06-16","cited_by_count":0,"area":"diffusion"},{"id":"2607.23615","title":"Restoration Flow Matching-Based Channel Refinement and Equalization Correction for MIMO Semantic Communications","created":"2026-07-26","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}