A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging Jun 6, 2023 Federated Learning
— Unverified Personalization Disentanglement for Federated Learning: An explainable perspective Jun 6, 2023 Disentanglement Federated Learning
— Unverified Avoid Adversarial Adaption in Federated Learning by Multi-Metric Investigations Jun 6, 2023 Federated Learning
— Unverified Masked Autoencoders are Efficient Continual Federated Learners Jun 6, 2023 Continual Learning Federated Learning
Code Code Available Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters Jun 6, 2023 Federated Learning
— Unverified Confidence-based federated distillation for vision-based lane-centering Jun 5, 2023 Autonomous Driving Federated Learning
— Unverified Improving Accelerated Federated Learning with Compression and Importance Sampling Jun 5, 2023 Federated Learning
— Unverified Personalized Federated Domain Adaptation for Item-to-Item Recommendation Jun 5, 2023 Domain Adaptation Federated Learning
— Unverified Jammer classification with Federated Learning Jun 5, 2023 Classification Federated Learning
— Unverified Federated Deep Learning for Intrusion Detection in IoT Networks Jun 5, 2023 Deep Learning Federated Learning
— Unverified Cross-Modal Vertical Federated Learning for MRI Reconstruction Jun 5, 2023 Disentanglement Federated Learning
— Unverified Hiding in Plain Sight: Disguising Data Stealing Attacks in Federated Learning Jun 5, 2023 Decoder Federated Learning
Code Code Available Over-the-Air Federated Learning in Satellite systems Jun 5, 2023 Earth Observation Federated Learning
— Unverified When Decentralized Optimization Meets Federated Learning Jun 5, 2023 Federated Learning
— Unverified A Privacy-Preserving Federated Learning Approach for Kernel methods Jun 5, 2023 Federated Learning Privacy Preserving
— Unverified Unlocking the Potential of Federated Learning for Deeper Models Jun 5, 2023 Federated Learning
— Unverified Resilient Constrained Learning Jun 4, 2023 Fairness Federated Learning
— Unverified Riemannian Low-Rank Model Compression for Federated Learning with Over-the-Air Aggregation Jun 4, 2023 Federated Learning Model Compression
— Unverified A Peer-to-peer Federated Continual Learning Network for Improving CT Imaging from Multiple Institutions Jun 3, 2023 Computed Tomography (CT) Continual Learning
— Unverified GPT-FL: Generative Pre-trained Model-Assisted Federated Learning Jun 3, 2023 Diversity Federated Learning
Code Code Available Model-aided Federated Reinforcement Learning for Multi-UAV Trajectory Planning in IoT Networks Jun 3, 2023 Federated Learning Multi-agent Reinforcement Learning
Code Code Available Over-the-Air Federated Learning In Broadband Communication Jun 3, 2023 Federated Learning Privacy Preserving
— Unverified Forgettable Federated Linear Learning with Certified Data Unlearning Jun 3, 2023 Federated Learning Machine Unlearning
Code Code Available DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation Jun 3, 2023 Federated Learning
— Unverified Federated Domain Generalization: A Survey Jun 2, 2023 Domain Adaptation Domain Generalization
— Unverified Decentralized Federated Learning: A Survey and Perspective Jun 2, 2023 Federated Learning Survey
— Unverified On Knowledge Editing in Federated Learning: Perspectives, Challenges, and Future Directions Jun 2, 2023 Federated Learning knowledge editing
— Unverified Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations Jun 2, 2023 Federated Learning
— Unverified Federated Learning of Models Pre-Trained on Different Features with Consensus Graphs Jun 2, 2023 Federated Learning Time Series
Code Code Available Covert Communication Based on the Poisoning Attack in Federated Learning Jun 2, 2023 Computer Security Federated Learning
— Unverified Beta Thalassemia Carriers detection empowered federated Learning Jun 2, 2023 Federated Learning
— Unverified Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging Jun 1, 2023 Federated Learning Prompt Learning
— Unverified RHFedMTL: Resource-Aware Hierarchical Federated Multi-Task Learning Jun 1, 2023 Federated Learning Multi-Task Learning
— Unverified CRS-FL: Conditional Random Sampling for Communication-Efficient and Privacy-Preserving Federated Learning Jun 1, 2023 Federated Learning Privacy Preserving
— Unverified Learning Across Decentralized Multi-Modal Remote Sensing Archives with Federated Learning Jun 1, 2023 Federated Learning image-classification
— Unverified FACT: Federated Adversarial Cross Training Jun 1, 2023 Domain Adaptation Federated Learning
Code Code Available Byzantine-Robust Clustered Federated Learning Jun 1, 2023 Clustering Federated Learning
Code Code Available Towards Bias Correction of FedAvg over Nonuniform and Time-Varying Communications Jun 1, 2023 Federated Learning
— Unverified Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning May 31, 2023 Federated Learning
Code Code Available FedCSD: A Federated Learning Based Approach for Code-Smell Detection May 31, 2023 Federated Learning
— Unverified Federated Learning in the Presence of Adversarial Client Unavailability May 31, 2023 Federated Learning Selection bias
— Unverified An Empirical Study of Federated Learning on IoT-Edge Devices: Resource Allocation and Heterogeneity May 31, 2023 Federated Learning
— Unverified Adaptive Self-Distillation for Minimizing Client Drift in Heterogeneous Federated Learning May 31, 2023 Federated Learning
— Unverified A Federated Channel Modeling System using Generative Neural Networks May 30, 2023 Federated Learning Generative Adversarial Network
— Unverified FedDisco: Federated Learning with Discrepancy-Aware Collaboration May 30, 2023 Federated Learning
Code Code Available Global Layers: Non-IID Tabular Federated Learning May 29, 2023 Federated Learning
Code Code Available Federated Learning of Gboard Language Models with Differential Privacy May 29, 2023 Federated Learning
Code Code Available Deep Equilibrium Models Meet Federated Learning May 29, 2023 Federated Learning
— Unverified Reducing Communication for Split Learning by Randomized Top-k Sparsification May 29, 2023 Federated Learning Quantization
— Unverified Partially Personalized Federated Learning: Breaking the Curse of Data Heterogeneity May 29, 2023 Federated Learning Personalized Federated Learning
— Unverified 