Personalized Federated Learning with Contextual Modulation and Meta-Learning Dec 23, 2023 Federated Learning Meta-Learning
Code Code Available Cooperative Federated Learning over Ground-to-Satellite Integrated Networks: Joint Local Computation and Data Offloading Dec 23, 2023 Federated Learning Management
— Unverified Personalized Federated Learning with Attention-based Client Selection Dec 23, 2023 Federated Learning Personalized Federated Learning
— Unverified Accelerated Convergence of Stochastic Heavy Ball Method under Anisotropic Gradient Noise Dec 22, 2023 Federated Learning
— Unverified Federated Learning with Projected Trajectory Regularization Dec 22, 2023 Federated Learning
— Unverified Holistic analysis on the sustainability of Federated Learning across AI product lifecycle Dec 22, 2023 Federated Learning Management
— Unverified An effective and efficient green federated learning method for one-layer neural networks Dec 22, 2023 Edge-computing Federated Learning
Code Code Available Federated Learning via Input-Output Collaborative Distillation Dec 22, 2023 Federated Learning image-classification
Code Code Available Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning Dec 22, 2023 Federated Learning
— Unverified Sparse Training for Federated Learning with Regularized Error Correction Dec 21, 2023 Federated Learning
— Unverified DCFL: Non-IID awareness Data Condensation aided Federated Learning Dec 21, 2023 Dataset Condensation Federated Learning
— Unverified Multimodal Federated Learning with Missing Modality via Prototype Mask and Contrast Dec 21, 2023 Federated Learning
Code Code Available Federated Continual Novel Class Learning Dec 21, 2023 Federated Learning Novel Class Discovery
— Unverified Federated Quantum Long Short-term Memory (FedQLSTM) Dec 21, 2023 Federated Learning Quantum Machine Learning
— Unverified Topology Learning for Heterogeneous Decentralized Federated Learning over Unreliable D2D Networks Dec 21, 2023 Federated Learning
— Unverified Fed-CO2: Cooperation of Online and Offline Models for Severe Data Heterogeneity in Federated Learning Dec 21, 2023 Domain Generalization Federated Learning
Code Code Available TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance Dec 21, 2023 Explainable Models Fault localization
Code Code Available Towards Fair Graph Federated Learning via Incentive Mechanisms Dec 20, 2023 Fairness Federated Learning
Code Code Available Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity Dec 20, 2023 Federated Learning Personalized Federated Learning
Code Code Available Transparency and Privacy: The Role of Explainable AI and Federated Learning in Financial Fraud Detection Dec 20, 2023 Federated Learning Fraud Detection
— Unverified Enhancing Neural Training via a Correlated Dynamics Model Dec 20, 2023 Federated Learning image-classification
— Unverified Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization Dec 20, 2023 Federated Learning Inference Optimization
— Unverified Federated Learning with Extremely Noisy Clients via Negative Distillation Dec 20, 2023 Federated Learning Knowledge Distillation
Code Code Available FedSODA: Federated Cross-assessment and Dynamic Aggregation for Histopathology Segmentation Dec 20, 2023 Federated Learning Image Segmentation
Code Code Available FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise Dec 20, 2023 Federated Learning Image Segmentation
Code Code Available Incremental Semi-supervised Federated Learning for Health Inference via Mobile Sensing Dec 19, 2023 Federated Learning
— Unverified Blood Glucose Level Prediction: A Graph-based Explainable Method with Federated Learning Dec 19, 2023 Attribute Federated Learning
— Unverified On the Role of Server Momentum in Federated Learning Dec 19, 2023 Federated Learning
— Unverified SkyMask: Attack-agnostic Robust Federated Learning with Fine-grained Learnable Masks Dec 19, 2023 Federated Learning
Code Code Available Foreseeing Reconstruction Quality of Gradient Inversion: An Optimization Perspective Dec 19, 2023 Federated Learning
— Unverified Decentralised and collaborative machine learning framework for IoT Dec 19, 2023 Federated Learning Incremental Learning
— Unverified Convergence Visualizer of Decentralized Federated Distillation with Reduced Communication Costs Dec 19, 2023 Dimensionality Reduction Distributed Optimization
— Unverified FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels Dec 19, 2023 Federated Learning Learning with noisy labels
Code Code Available Federated Multi-View Synthesizing for Metaverse Dec 18, 2023 Domain Adaptation Federated Learning
— Unverified Distributed Collapsed Gibbs Sampler for Dirichlet Process Mixture Models in Federated Learning Dec 18, 2023 Clustering Federated Learning
Code Code Available Dirichlet-based Uncertainty Quantification for Personalized Federated Learning with Improved Posterior Networks Dec 18, 2023 Federated Learning Personalized Federated Learning
— Unverified Online Vertical Federated Learning for Cooperative Spectrum Sensing Dec 18, 2023 Federated Learning Vertical Federated Learning
— Unverified FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants Dec 18, 2023 Federated Learning Privacy Preserving
— Unverified A review of federated learning in renewable energy applications: Potential, challenges, and future directions Dec 18, 2023 Federated Learning Privacy Preserving
— Unverified AEDFL: Efficient Asynchronous Decentralized Federated Learning with Heterogeneous Devices Dec 18, 2023 Federated Learning
— Unverified MISA: Unveiling the Vulnerabilities in Split Federated Learning Dec 18, 2023 Edge-computing Federated Learning
— Unverified FedMKGC: Privacy-Preserving Federated Multilingual Knowledge Graph Completion Dec 17, 2023 Entity Alignment Federated Learning
— Unverified Towards Reliable Participation in UAV-Enabled Federated Edge Learning on Non-IID Data Dec 16, 2023 Federated Learning
— Unverified PPIDSG: A Privacy-Preserving Image Distribution Sharing Scheme with GAN in Federated Learning Dec 16, 2023 Federated Learning Privacy Preserving
Code Code Available Take History as a Mirror in Heterogeneous Federated Learning Dec 16, 2023 Federated Learning
— Unverified Federated Learning with Instance-Dependent Noisy Label Dec 16, 2023 Federated Learning
— Unverified Value of Information and Timing-aware Scheduling for Federated Learning Dec 16, 2023 Federated Learning Scheduling
— Unverified Device Scheduling for Relay-assisted Over-the-Air Aggregation in Federated Learning Dec 15, 2023 Federated Learning Scheduling
— Unverified A Distributed Privacy Preserving Model for the Detection of Alzheimer's Disease Dec 15, 2023 Federated Learning Privacy Preserving
— Unverified Calibrated One Round Federated Learning with Bayesian Inference in the Predictive Space Dec 15, 2023 Bayesian Inference Federated Learning
Code Code Available 