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• Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis
  2024 · 7 citations
• Multi-IRS-assisted Multi-Cell Uplink MIMO Communications under Imperfect CSI: A Deep Reinforcement Learning Approach
  2020 · 3 citations
• Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing
  2022 · 2 citations
• Smart Information Exchange for Unsupervised Federated Learning via Reinforcement Learning
  2024 · 1 citations
• Iterative Critique-and-Routing Controller for Multi-Agent Systems with Heterogeneous LLMs
  2026
• Contextual Integrity in LLMs via Reasoning and Reinforcement Learning
  2025
• Local-Cloud Inference Offloading for LLMs in Multi-Modal, Multi-Task, Multi-Dialogue Settings
  2025
• UAV-assisted Online Machine Learning over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach
  2021
• Deep Reinforcement Learning-Based Adaptive IRS Control with Limited Feedback Codebooks
  2022
• Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks
  2022