Convergence-aware Clustered Federated Graph Learning Framework for Collaborative Inter-company Labor Market Forecasting Sep 29, 2024 Federated Learning Graph Learning
— Unverified Tailored Federated Learning: Leveraging Direction Regulation & Knowledge Distillation Sep 29, 2024 Federated Learning Knowledge Distillation
— Unverified Fast-Convergent and Communication-Alleviated Heterogeneous Hierarchical Federated Learning in Autonomous Driving Sep 29, 2024 Autonomous Driving Federated Learning
— Unverified Online Client Scheduling and Resource Allocation for Efficient Federated Edge Learning Sep 29, 2024 Federated Learning Scheduling
— Unverified Efficient Federated Intrusion Detection in 5G ecosystem using optimized BERT-based model Sep 28, 2024 Federated Learning Intrusion Detection
Code Code Available Privacy Attack in Federated Learning is Not Easy: An Experimental Study Sep 28, 2024 Federated Learning
— Unverified Quantum delegated and federated learning via quantum homomorphic encryption Sep 28, 2024 Federated Learning
— Unverified Subject Data Auditing via Source Inference Attack in Cross-Silo Federated Learning Sep 28, 2024 Federated Learning Inference Attack
— Unverified Enhancing Spectrum Efficiency in 6G Satellite Networks: A GAIL-Powered Policy Learning via Asynchronous Federated Inverse Reinforcement Learning Sep 27, 2024 Federated Learning Imitation Learning
— Unverified FedDCL: a federated data collaboration learning as a hybrid-type privacy-preserving framework based on federated learning and data collaboration Sep 27, 2024 Federated Learning Privacy Preserving
— Unverified Hierarchical Federated ADMM Sep 27, 2024 Federated Learning
— Unverified An Enhanced Federated Prototype Learning Method under Domain Shift Sep 27, 2024 Federated Learning
— Unverified HSTFL: A Heterogeneous Federated Learning Framework for Misaligned Spatiotemporal Forecasting Sep 27, 2024 energy management Federated Learning
— Unverified In-depth Analysis of Privacy Threats in Federated Learning for Medical Data Sep 27, 2024 Federated Learning
Code Code Available Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integration Sep 27, 2024 Federated Learning Knowledge Distillation
Code Code Available A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs Sep 27, 2024 All Federated Learning
— Unverified Hierarchical Federated Learning with Multi-Timescale Gradient Correction Sep 27, 2024 Federated Learning
Code Code Available Byzantine-Robust Aggregation for Securing Decentralized Federated Learning Sep 26, 2024 Federated Learning image-classification
Code Code Available Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability Sep 26, 2024 Federated Learning
Code Code Available PDFed: Privacy-Preserving and Decentralized Asynchronous Federated Learning for Diffusion Models Sep 26, 2024 Federated Learning Memorization
— Unverified Federated Learning under Attack: Improving Gradient Inversion for Batch of Images Sep 26, 2024 Federated Learning
— Unverified Does Worst-Performing Agent Lead the Pack? Analyzing Agent Dynamics in Unified Distributed SGD Sep 26, 2024 Federated Learning
— Unverified Dataset Distillation-based Hybrid Federated Learning on Non-IID Data Sep 26, 2024 Dataset Distillation Federated Learning
— Unverified Immersion and Invariance-based Coding for Privacy-Preserving Federated Learning Sep 25, 2024 Federated Learning Privacy Preserving
— Unverified Decentralized Federated Learning with Gradient Tracking over Time-Varying Directed Networks Sep 25, 2024 Federated Learning image-classification
— Unverified Personalized Federated Learning via Backbone Self-Distillation Sep 24, 2024 Federated Learning Personalized Federated Learning
— Unverified FedRepOpt: Gradient Re-parametrized Optimizers in Federated Learning Sep 24, 2024 Federated Learning Privacy Preserving
— Unverified A Historical Trajectory Assisted Optimization Method for Zeroth-Order Federated Learning Sep 24, 2024 Federated Learning
— Unverified A Multi-Level Approach for Class Imbalance Problem in Federated Learning for Remote Industry 4.0 Applications Sep 24, 2024 Anomaly Detection Federated Learning
— Unverified Federated Large Language Models: Current Progress and Future Directions Sep 24, 2024 Federated Learning Prompt Learning
— Unverified Future-Proofing Medical Imaging with Privacy-Preserving Federated Learning and Uncertainty Quantification: A Review Sep 24, 2024 Federated Learning Privacy Preserving
— Unverified Flight: A FaaS-Based Framework for Complex and Hierarchical Federated Learning Sep 24, 2024 Federated Learning
Code Code Available Communication and Energy Efficient Federated Learning using Zero-Order Optimization Technique Sep 24, 2024 Federated Learning Quantization
— Unverified Adversarial Federated Consensus Learning for Surface Defect Classification Under Data Heterogeneity in IIoT Sep 24, 2024 Federated Learning
— Unverified Stalactite: Toolbox for Fast Prototyping of Vertical Federated Learning Systems Sep 23, 2024 Federated Learning Vertical Federated Learning
— Unverified SHFL: Secure Hierarchical Federated Learning Framework for Edge Networks Sep 23, 2024 Data Poisoning Edge-computing
— Unverified Energy-Aware Federated Learning in Satellite Constellations Sep 23, 2024 Federated Learning Management
— Unverified FedSlate:A Federated Deep Reinforcement Learning Recommender System Sep 23, 2024 Deep Reinforcement Learning Federated Learning
Code Code Available Federated Graph Learning with Adaptive Importance-based Sampling Sep 23, 2024 Federated Learning Graph Learning
— Unverified SDBA: A Stealthy and Long-Lasting Durable Backdoor Attack in Federated Learning Sep 23, 2024 Backdoor Attack Federated Learning
Code Code Available FLeNS: Federated Learning with Enhanced Nesterov-Newton Sketch Sep 23, 2024 Dimensionality Reduction Edge-computing
Code Code Available FedGCA: Global Consistent Augmentation Based Single-Source Federated Domain Generalization Sep 23, 2024 Domain Generalization Federated Learning
— Unverified Robust Federated Learning Over the Air: Combating Heavy-Tailed Noise with Median Anchored Clipping Sep 23, 2024 Federated Learning
— Unverified Floating-floating point: a highly accurate number representation with flexible Counting ranges Sep 22, 2024 Federated Learning
— Unverified Accelerated Stochastic ExtraGradient: Mixing Hessian and Gradient Similarity to Reduce Communication in Distributed and Federated Learning Sep 22, 2024 Distributed Computing Federated Learning
— Unverified Recovering Global Data Distribution Locally in Federated Learning Sep 21, 2024 Federated Learning image-classification
— Unverified FeDETR: a Federated Approach for Stenosis Detection in Coronary Angiography Sep 21, 2024 Federated Learning
— Unverified Boosting Federated Domain Generalization: Understanding the Role of Advanced Pre-Trained Architectures Sep 20, 2024 Domain Generalization Federated Learning
— Unverified DP^2-FedSAM: Enhancing Differentially Private Federated Learning Through Personalized Sharpness-Aware Minimization Sep 20, 2024 Federated Learning Personalized Federated Learning
— Unverified On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists Sep 20, 2024 Federated Learning Language Modeling
Code Code Available 