Showing 41–60 of 124 results
/ Date/ Name
Jan 4, 2021Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and ImplementationOct 10, 2023FedMFS: Federated Multimodal Fusion Learning with Selective Modality CommunicationJan 24, 2025Serving Long-Context LLMs at the Mobile Edge: Test-Time Reinforcement Learning-based Model Caching and Inference OffloadingSep 2, 2025Federated Foundation Models in Harsh Wireless Environments: Prospects, Challenges, and Future DirectionsNov 10, 2025Adversarial Node Placement in Decentralized Federated Learning: Maximum Spanning-Centrality Strategy and Performance AnalysisDec 27, 2023Robust Collaborative Inference with Vertically Split Data Over Dynamic Device EnvironmentsJul 20, 2023Communication-Efficient Split Learning via Adaptive Feature-Wise CompressionSep 14, 2025LLMAP: LLM-Assisted Multi-Objective Route Planning with User PreferencesJul 27, 2025MaPPO: Maximum a Posteriori Preference Optimization with Prior KnowledgeAug 5, 2020BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and SegmentationSep 21, 2022Performance Optimization for Variable Bitwidth Federated Learning in Wireless NetworksFeb 15, 2024Smart Information Exchange for Unsupervised Federated Learning via Reinforcement LearningNov 14, 2023The Impact of Adversarial Node Placement in Decentralized Federated Learning NetworksAug 8, 2023Preserving Sparsity and Privacy in Straggler-Resilient Distributed Matrix ComputationsDec 9, 2024Key Focus Areas and Enabling Technologies for 6GDec 31, 2023Coding for Gaussian Two-Way Channels: Linear and Learning-Based ApproachesMay 8, 2025Federated Learning for Cyber Physical Systems: A Comprehensive SurveyMay 29, 2025Contextual Integrity in LLMs via Reasoning and Reinforcement LearningOct 8, 2024Communication-Efficient Federated Learning under Dynamic Device Arrival and Departure: Convergence Analysis and Algorithm DesignApr 21, 2024Minimum Description Feature Selection for Complexity Reduction in Machine Learning-based Wireless Positioning