Reliable Federated Disentangling Network for Non-IID Domain Feature Jan 30, 2023 Federated Learning
Code Code Available FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation Jan 30, 2023 Deep Learning Federated Learning
— Unverified Federated Learning for Water Consumption Forecasting in Smart Cities Jan 30, 2023 Federated Learning
— Unverified Regularized Weight Aggregation in Networked Federated Learning for Glioblastoma Segmentation Jan 30, 2023 Federated Learning Position
Code Code Available Entropy-driven Fair and Effective Federated Learning Jan 29, 2023 Fairness Federated Learning
— Unverified FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering Jan 29, 2023 Clustering Federated Learning
Code Code Available Heterogeneous Datasets for Federated Survival Analysis Simulation Jan 28, 2023 Benchmarking Federated Learning
Code Code Available CyclicFL: A Cyclic Model Pre-Training Approach to Efficient Federated Learning Jan 28, 2023 Continual Learning Federated Learning
— Unverified BAFFLE: A Baseline of Backpropagation-Free Federated Learning Jan 28, 2023 Federated Learning Quantization
Code Code Available SplitGNN: Splitting GNN for Node Classification with Heterogeneous Attention Jan 27, 2023 Classification Federated Learning
— Unverified FedPH: Privacy-enhanced Heterogeneous Federated Learning Jan 27, 2023 Federated Learning Privacy Preserving
Code Code Available Uplink Scheduling in Federated Learning: an Importance-Aware Approach via Graph Representation Learning Jan 27, 2023 Federated Learning Graph Representation Learning
— Unverified SuperFedNAS: Cost-Efficient Federated Neural Architecture Search for On-Device Inference Jan 26, 2023 Federated Learning Neural Architecture Search
— Unverified Personalised Federated Learning On Heterogeneous Feature Spaces Jan 26, 2023 Federated Learning
— Unverified Time-sensitive Learning for Heterogeneous Federated Edge Intelligence Jan 26, 2023 Decision Making Edge-computing
— Unverified Federated Learning over Coupled Graphs Jan 26, 2023 Federated Learning Node Classification
— Unverified Interaction-level Membership Inference Attack Against Federated Recommender Systems Jan 26, 2023 Attribute Federated Learning
— Unverified When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning Jan 25, 2023 Federated Learning text-classification
— Unverified Integrating Local Real Data with Global Gradient Prototypes for Classifier Re-Balancing in Federated Long-Tailed Learning Jan 25, 2023 Federated Learning Privacy Preserving
— Unverified When does the student surpass the teacher? Federated Semi-supervised Learning with Teacher-Student EMA Jan 24, 2023 Federated Learning image-classification
— Unverified PolarAir: A Compressed Sensing Scheme for Over-the-Air Federated Learning Jan 24, 2023 compressed sensing Federated Learning
— Unverified Backdoor Attacks in Peer-to-Peer Federated Learning Jan 23, 2023 Backdoor Attack Federated Learning
— Unverified BayBFed: Bayesian Backdoor Defense for Federated Learning Jan 23, 2023 backdoor defense Federated Learning
— Unverified Federated Sufficient Dimension Reduction Through High-Dimensional Sparse Sliced Inverse Regression Jan 23, 2023 Dimensionality Reduction Federated Learning
— Unverified M22: A Communication-Efficient Algorithm for Federated Learning Inspired by Rate-Distortion Jan 23, 2023 Federated Learning
Code Code Available Accelerating Fair Federated Learning: Adaptive Federated Adam Jan 23, 2023 Fairness Federated Learning
— Unverified FedExP: Speeding Up Federated Averaging via Extrapolation Jan 23, 2023 Federated Learning
Code Code Available Combined Use of Federated Learning and Image Encryption for Privacy-Preserving Image Classification with Vision Transformer Jan 23, 2023 Federated Learning image-classification
— Unverified Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data Jan 22, 2023 Federated Learning Prompt Learning
Code Code Available Energy Prediction using Federated Learning Jan 22, 2023 Federated Learning Prediction
Code Code Available Federated Recommendation with Additive Personalization Jan 22, 2023 Federated Learning Recommendation Systems
Code Code Available How Potent are Evasion Attacks for Poisoning Federated Learning-Based Signal Classifiers? Jan 21, 2023 Federated Learning Model Poisoning
— Unverified A Communication-Efficient Adaptive Algorithm for Federated Learning under Cumulative Regret Jan 21, 2023 Federated Learning Stochastic Optimization
— Unverified The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation Jan 21, 2023 Federated Learning Knowledge Distillation
— Unverified Remote patient monitoring using artificial intelligence: Current state, applications, and challenges Jan 19, 2023 Federated Learning Management
— Unverified On the Vulnerability of Backdoor Defenses for Federated Learning Jan 19, 2023 Backdoor Attack Federated Learning
Code Code Available Federated Automatic Differentiation Jan 18, 2023 FAD Federated Learning
— Unverified Robust Knowledge Adaptation for Federated Unsupervised Person ReID Jan 18, 2023 Federated Learning Person Re-Identification
— Unverified Label Inference Attack against Split Learning under Regression Setting Jan 18, 2023 Federated Learning Inference Attack
Code Code Available Convergence of First-Order Algorithms for Meta-Learning with Moreau Envelopes Jan 17, 2023 Federated Learning Meta-Learning
— Unverified SegViz: A federated-learning based framework for multi-organ segmentation on heterogeneous data sets with partial annotations Jan 17, 2023 Federated Learning Image Segmentation
— Unverified Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks Jan 17, 2023 Federated Learning
Code Code Available FedCliP: Federated Learning with Client Pruning Jan 17, 2023 Federated Learning
— Unverified From Isolation to Collaboration: Federated Class-Heterogeneous Learning for Chest X-Ray Classification Jan 17, 2023 Federated Learning X-ray Classification
Code Code Available HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association Jan 16, 2023 Deep Reinforcement Learning Edge-computing
— Unverified FedSepsis: A Federated Multi-Modal Deep Learning-Based Internet of Medical Things Application for Early Detection of Sepsis from Electronic Health Records Using Raspberry Pi and Jetson Nano Devices Jan 14, 2023 CPU Federated Learning
Code Code Available FedSSC: Shared Supervised-Contrastive Federated Learning Jan 14, 2023 Contrastive Learning Federated Learning
— Unverified Poisoning Attacks and Defenses in Federated Learning: A Survey Jan 14, 2023 Federated Learning Survey
— Unverified Jamming Attacks on Decentralized Federated Learning in General Multi-Hop Wireless Networks Jan 12, 2023 Federated Learning
— Unverified Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application Jan 12, 2023 Data Poisoning Federated Learning
— Unverified 