Towards Fair, Robust and Efficient Client Contribution Evaluation in Federated Learning Feb 6, 2024 Federated Learning
— Unverified Decentralized Blockchain-based Robust Multi-agent Multi-armed Bandit Feb 6, 2024 Federated Learning
— Unverified Resource-Aware Hierarchical Federated Learning in Wireless Video Caching Networks Feb 6, 2024 Federated Learning
— Unverified A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective Feb 6, 2024 Federated Learning Survey
— Unverified Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes Feb 6, 2024 Federated Learning Model Compression
— Unverified Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees Feb 5, 2024 Federated Learning
Code Code Available Federated Learning Priorities Under the European Union Artificial Intelligence Act Feb 5, 2024 Federated Learning Position
— Unverified Time-Distributed Backdoor Attacks on Federated Spiking Learning Feb 5, 2024 Federated Learning SSIM
— Unverified Fairness and Privacy Guarantees in Federated Contextual Bandits Feb 5, 2024 Fairness Federated Learning
— Unverified Exploring Federated Self-Supervised Learning for General Purpose Audio Understanding Feb 5, 2024 Federated Learning Retrieval
— Unverified Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things Feb 4, 2024 Deep Reinforcement Learning Federated Learning
— Unverified Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks Feb 3, 2024 Fairness Federated Learning
— Unverified Federated Learning with Differential Privacy Feb 3, 2024 Federated Learning
— Unverified Position Paper: Assessing Robustness, Privacy, and Fairness in Federated Learning Integrated with Foundation Models Feb 2, 2024 Data Augmentation Fairness
— Unverified Training-time Neuron Alignment through Permutation Subspace for Improving Linear Mode Connectivity and Model Fusion Feb 2, 2024 Federated Learning Linear Mode Connectivity
— Unverified Parametric Feature Transfer: One-shot Federated Learning with Foundation Models Feb 2, 2024 Federated Learning
— Unverified An Auction-based Marketplace for Model Trading in Federated Learning Feb 2, 2024 Federated Learning Marketing
— Unverified DFML: Decentralized Federated Mutual Learning Feb 2, 2024 Federated Learning
— Unverified FedShift: Tackling Dual Heterogeneity Problem of Federated Learning via Weight Shift Aggregation Feb 2, 2024 Diversity Federated Learning
— Unverified Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting Feb 2, 2024 Federated Learning Load Forecasting
Code Code Available 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 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 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 Blockchain-enabled Trustworthy Federated Unlearning Jan 29, 2024 Federated Learning
— Unverified Rethinking Personalized Federated Learning with Clustering-based Dynamic Graph Propagation Jan 29, 2024 Clustering Federated Learning
— Unverified FedFair^3: Unlocking Threefold Fairness in Federated Learning Jan 29, 2024 Fairness Federated Learning
— Unverified Data and Physics driven Deep Learning Models for Fast MRI Reconstruction: Fundamentals and Methodologies Jan 29, 2024 Diagnostic Federated Learning
— Unverified Cross-silo Federated Learning with Record-level Personalized Differential Privacy Jan 29, 2024 Federated Learning
Code Code Available Spectral Co-Distillation for Personalized Federated Learning Jan 29, 2024 Federated Learning Personalized 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 The Risk of Federated Learning to Skew Fine-Tuning Features and Underperform Out-of-Distribution Robustness Jan 25, 2024 Diversity Federated Learning
— Unverified 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 How to Collaborate: Towards Maximizing the Generalization Performance in Cross-Silo Federated Learning Jan 24, 2024 Federated Learning Privacy Preserving
— Unverified Federated learning with distributed fixed design quantum chips and quantum channels 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 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 On Principled Local Optimization Methods for Federated Learning Jan 24, 2024 Federated Learning
— Unverified Viewport Prediction, Bitrate Selection, and Beamforming Design for THz-Enabled 360° Video Streaming Jan 23, 2024 Decision Making Deep Reinforcement Learning
— Unverified FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units Jan 23, 2024 Autonomous Vehicles Federated Learning
Code Code Available Secure Federated Learning Approaches to Diagnosing COVID-19 Jan 23, 2024 COVID-19 Diagnosis Decision Making
— Unverified 