pFedMoE: Data-Level Personalization with Mixture of Experts for Model-Heterogeneous Personalized Federated Learning Feb 2, 2024 Federated Learning Mixture-of-Experts
Code Code Available Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting Feb 2, 2024 Federated Learning Load Forecasting
Code Code Available FedShift: Tackling Dual Heterogeneity Problem of Federated Learning via Weight Shift Aggregation Feb 2, 2024 Diversity Federated Learning
— Unverified Workflow Optimization for Parallel Split Learning Feb 1, 2024 Federated Learning Scheduling
Code Code Available Analog-digital Scheduling for Federated Learning: A Communication-Efficient Approach Feb 1, 2024 Federated Learning Quantization
— Unverified Survey of Privacy Threats and Countermeasures in Federated Learning Feb 1, 2024 Federated Learning Survey
— Unverified MP-SL: Multihop Parallel Split Learning Jan 31, 2024 Federated Learning
Code Code Available FedCore: Straggler-Free Federated Learning with Distributed Coresets Jan 31, 2024 Federated Learning
Code Code Available CNN-FL for Biotechnology Industry Empowered by Internet-of-BioNano Things and Digital Twins Jan 31, 2024 Federated Learning
— Unverified Rendering Wireless Environments Useful for Gradient Estimators: A Zero-Order Stochastic Federated Learning Method Jan 30, 2024 Federated Learning
— Unverified Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection Jan 30, 2024 Federated Learning
— Unverified Rethinking Personalized Federated Learning with Clustering-based Dynamic Graph Propagation Jan 29, 2024 Clustering Federated Learning
— Unverified Spectral Co-Distillation for Personalized Federated Learning Jan 29, 2024 Federated Learning Personalized Federated Learning
Code Code Available Data and Physics driven Deep Learning Models for Fast MRI Reconstruction: Fundamentals and Methodologies Jan 29, 2024 Diagnostic Federated Learning
— Unverified Blockchain-enabled Trustworthy Federated Unlearning Jan 29, 2024 Federated Learning
— Unverified FedFair^3: Unlocking Threefold Fairness in Federated Learning Jan 29, 2024 Fairness Federated Learning
— Unverified Cross-silo Federated Learning with Record-level Personalized Differential Privacy Jan 29, 2024 Federated Learning
Code Code Available Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning Jan 28, 2024 Binary Classification Edge-computing
— Unverified Decentralized Gossip Mutual Learning (GML) for brain tumor segmentation on multi-parametric MRI Jan 27, 2024 Brain Tumor Segmentation Federated Learning
— Unverified FedGT: Federated Node Classification with Scalable Graph Transformer Jan 26, 2024 Classification Federated Learning
— Unverified Multi-model learning by sequential reading of untrimmed videos for action recognition Jan 26, 2024 Action Recognition Federated Learning
— Unverified P3LS: Partial Least Squares under Privacy Preservation Jan 26, 2024 Data Integration Decision Making
— Unverified Prompt-enhanced Federated Content Representation Learning for Cross-domain Recommendation Jan 26, 2024 Federated Learning Privacy Preserving
Code Code Available Decentralized Federated Learning: A Survey on Security and Privacy Jan 25, 2024 Federated Learning Privacy Preserving
— Unverified Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modality Jan 25, 2024 cross-modal alignment Federated Learning
— Unverified The Risk of Federated Learning to Skew Fine-Tuning Features and Underperform Out-of-Distribution Robustness Jan 25, 2024 Diversity Federated Learning
— Unverified Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation Jan 25, 2024 Clustering Federated Learning
Code Code Available Federated learning with distributed fixed design quantum chips and quantum channels Jan 24, 2024 Federated Learning
— Unverified On Principled Local Optimization Methods for Federated Learning Jan 24, 2024 Federated Learning
— Unverified A V2X-based Privacy Preserving Federated Measuring and Learning System Jan 24, 2024 Autonomous Vehicles Decision Making
Code Code Available How to Collaborate: Towards Maximizing the Generalization Performance in Cross-Silo Federated Learning Jan 24, 2024 Federated Learning Privacy Preserving
— Unverified Mitigating System Bias in Resource Constrained Asynchronous Federated Learning Systems Jan 24, 2024 Federated Learning
— Unverified Past, Present, Future: A Comprehensive Exploration of AI Use Cases in the UMBRELLA IoT Testbed Jan 24, 2024 Federated Learning Intrusion Detection
— Unverified Viewport Prediction, Bitrate Selection, and Beamforming Design for THz-Enabled 360° Video Streaming Jan 23, 2024 Decision Making Deep Reinforcement Learning
— Unverified Secure Federated Learning Approaches to Diagnosing COVID-19 Jan 23, 2024 COVID-19 Diagnosis Decision Making
— Unverified FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units Jan 23, 2024 Autonomous Vehicles Federated Learning
Code Code Available Transformers with Attentive Federated Aggregation for Time Series Stock Forecasting Jan 22, 2024 Decision Making Federated Learning
— Unverified Efficient Collaborations through Weight-Driven Coalition Dynamics in Federated Learning Systems Jan 22, 2024 Federated Learning
— Unverified Declarative Privacy-Preserving Inference Queries Jan 22, 2024 Federated Learning Management
— Unverified LW-FedSSL: Resource-efficient Layer-wise Federated Self-supervised Learning Jan 22, 2024 Federated Learning Self-Supervised Learning
— Unverified TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients Jan 22, 2024 Federated Learning
Code Code Available OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning Jan 22, 2024 Computational Efficiency Federated Learning
— Unverified GI-PIP: Do We Require Impractical Auxiliary Dataset for Gradient Inversion Attacks? Jan 22, 2024 Anomaly Detection Federated Learning
Code Code Available Personalized Over-the-Air Federated Learning with Personalized Reconfigurable Intelligent Surfaces Jan 22, 2024 Federated Learning Multi-Task Learning
— Unverified Attention on Personalized Clinical Decision Support System: Federated Learning Approach Jan 22, 2024 Disease Prediction Federated Learning
Code Code Available AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity Jan 22, 2024 Federated Learning Graph Learning
— Unverified Privacy-Preserving Data Fusion for Traffic State Estimation: A Vertical Federated Learning Approach Jan 22, 2024 Federated Learning Privacy Preserving
— Unverified Differentially-Private Multi-Tier Federated Learning Jan 21, 2024 Federated Learning
— Unverified FedRKG: A Privacy-preserving Federated Recommendation Framework via Knowledge Graph Enhancement Jan 20, 2024 Federated Learning Privacy Preserving
Code Code Available Federated Learning with Dual Attention for Robust Modulation Classification under Attacks Jan 19, 2024 Data Poisoning Federated Learning
— Unverified 