{"total":33,"rows":[{"id":"2205.03793","title":"Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces","created":"2022-05-08","cited_by_count":12,"area":null},{"id":"2101.09137","title":"Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid Beamforming Design","created":"2021-01-22","cited_by_count":10,"area":null},{"id":"2111.06555","title":"A Robust Deep Learning-Based Beamforming Design for RIS-assisted Multiuser MISO Communications with Practical Constraints","created":"2021-11-12","cited_by_count":3,"area":null},{"id":"2302.05073","title":"Digital Twin-Aided Learning for Managing Reconfigurable Intelligent Surface-Assisted, Uplink, User-Centric Cell-Free Systems","created":"2023-02-10","cited_by_count":3,"area":null},{"id":"2105.06850","title":"Deep Learning Based RIS Channel Extrapolation with Element-grouping","created":"2021-05-14","cited_by_count":2,"area":null},{"id":"2110.07649","title":"Federated learning and next generation wireless communications: A survey on bidirectional relationship","created":"2021-10-14","cited_by_count":2,"area":null},{"id":"2208.01785","title":"On-Demand Resource Management for 6G Wireless Networks Using Knowledge-Assisted Dynamic Neural Networks","created":"2022-08-02","cited_by_count":2,"area":null},{"id":"2506.07770","title":"Channel Estimation for RIS-Assisted mmWave Systems via Diffusion Models","created":"2025-06-09","cited_by_count":2,"area":null},{"id":"2507.16204","title":"Multi-Functional RIS-Enabled in SAGIN for IoT: A Hybrid Deep Reinforcement Learning Approach with Compressed Twin-Models","created":"2025-07-22","cited_by_count":2,"area":null},{"id":"2104.00735","title":"Graph Attention Networks for Channel Estimation in RIS-assisted Satellite IoT Communications","created":"2021-04-01","cited_by_count":1,"area":null},{"id":"2104.07115","title":"Channel Estimation and Hybrid Architectures for RIS-Assisted Communications","created":"2021-04-14","cited_by_count":1,"area":null},{"id":"2203.14152","title":"Collaborative Intelligent Reflecting Surface Networks with Multi-Agent Reinforcement Learning","created":"2022-03-26","cited_by_count":1,"area":null},{"id":"2206.06679","title":"Matching Pursuit Based Scheduling for Over-the-Air Federated Learning","created":"2022-06-14","cited_by_count":1,"area":null},{"id":"2406.13280","title":"Design Optimization of NOMA Aided Multi-STAR-RIS for Indoor Environments: A Convex Approximation Imitated Reinforcement Learning Approach","created":"2024-06-19","cited_by_count":1,"area":null},{"id":"2601.00538","title":"Parametrized Sharing for Multi-Agent Hybrid DRL for Multiple Multi-Functional RISs-Aided Downlink NOMA Networks","created":"2026-01-02","cited_by_count":1,"area":null},{"id":"2102.03688","title":"Making Intelligent Reflecting Surfaces More Intelligent: A Roadmap Through Reservoir Computing","created":"2021-02-06","cited_by_count":0,"area":null},{"id":"2204.13372","title":"Phase Shift Design in RIS Empowered Wireless Networks: From Optimization to AI-Based Methods","created":"2022-04-28","cited_by_count":0,"area":null},{"id":"2205.01647","title":"Intelligent Trajectory Design for RIS-NOMA aided Multi-robot Communications","created":"2022-05-03","cited_by_count":0,"area":null},{"id":"2205.03636","title":"Deep Reinforcement Learning-Based Adaptive IRS Control with Limited Feedback Codebooks","created":"2022-05-07","cited_by_count":0,"area":null},{"id":"2206.06172","title":"RIS-ADMM: A RIS and ADMM-Based Passive and Sparse Sensing Method With Interference Removal","created":"2022-05-25","cited_by_count":0,"area":null},{"id":"2211.01296","title":"Machine Learning for Metasurfaces Design and Their Applications","created":"2022-11-02","cited_by_count":0,"area":null},{"id":"2304.12184","title":"Active RIS-aided EH-NOMA Networks: A Deep Reinforcement Learning Approach","created":"2023-04-11","cited_by_count":0,"area":null},{"id":"2402.06663","title":"Explainable Adversarial Learning Framework on Physical Layer Secret Keys Combating Malicious Reconfigurable Intelligent Surface","created":"2024-02-06","cited_by_count":0,"area":null},{"id":"2404.15297","title":"Multi-stream Transmission for Directional Modulation Network via Distributed Multi-UAV-aided Multi-active-IRS","created":"2024-03-26","cited_by_count":0,"area":null},{"id":"2503.19046","title":"Learning Beamforming Codebooks for Active Sensing with Reconfigurable Intelligent Surface","created":"2025-03-24","cited_by_count":0,"area":null},{"id":"2507.06222","title":"Deep Learning Optimization of Two-State Pinching Antennas Systems","created":"2025-07-08","cited_by_count":0,"area":null},{"id":"2509.25660","title":"Capacity-Net-Based RIS Precoding Design without Channel Estimation for mmWave MIMO System","created":"2025-09-30","cited_by_count":0,"area":null},{"id":"2510.22117","title":"When UAV Swarm Meets IRS: Collaborative Secure Communications in Low-altitude Wireless Networks","created":"2025-10-25","cited_by_count":0,"area":null},{"id":"2606.23125","title":"AI-Empowered UAV-Assisted Backscatter Localization and ISAC for Zero-Energy IoT: A Comprehensive Survey","created":"2026-06-22","cited_by_count":0,"area":null},{"id":"2607.00056","title":"Active Sensing for RIS-Aided Tracking and Power Control: A Hybrid Neuroevolution and Supervised Learning Approach","created":"2026-06-30","cited_by_count":0,"area":null},{"id":"2608.04133","title":"Geometry-Informed Optimization of Binary RIS Configurations for Communication and Sensing","created":"2026-08-04","cited_by_count":0,"area":null},{"id":"2608.29907","title":"Diffusion-Based Inverse Design of Dielectric Resonator Metasurfaces for Shaping Smart Electromagnetic Environments","created":"2026-08-30","cited_by_count":0,"area":null},{"id":"2610.02683","title":"RAOA: Alternating-Operator Neural Computation with Programmable Radio Propagation","created":"2026-10-02","cited_by_count":0,"area":null}],"next_cursor":null}