A Survey on Model-based, Heuristic, and Machine Learning Optimization Approaches in RIS-aided Wireless Networks Mar 25, 2023 Federated Learning Graph Learning
— Unverified Federated Learning without Full Labels: A Survey Mar 25, 2023 Federated Learning Self-Supervised Learning
— Unverified A Survey on Secure and Private Federated Learning Using Blockchain: Theory and Application in Resource-constrained Computing Mar 24, 2023 Distributed Computing Federated Learning
— Unverified Failure-tolerant Distributed Learning for Anomaly Detection in Wireless Networks Mar 23, 2023 Anomaly Detection Federated Learning
— Unverified FS-Real: Towards Real-World Cross-Device Federated Learning Mar 23, 2023 Federated Learning
— Unverified Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy Staging Mar 23, 2023 Federated Learning
— Unverified AI Models Close to your Chest: Robust Federated Learning Strategies for Multi-site CT Mar 23, 2023 Federated Learning
— Unverified Secure Federated Learning for Cognitive Radio Sensing Mar 23, 2023 Federated Learning
— Unverified Federated Learning for Metaverse: A Survey Mar 23, 2023 Edge-computing Federated Learning
— Unverified Automated Federated Learning in Mobile Edge Networks -- Fast Adaptation and Convergence Mar 23, 2023 Federated Learning Meta-Learning
— Unverified Prototype Helps Federated Learning: Towards Faster Convergence Mar 22, 2023 Federated Learning
— Unverified Delay-Aware Hierarchical Federated Learning Mar 22, 2023 Federated Learning
— Unverified Poisoning Attacks in Federated Edge Learning for Digital Twin 6G-enabled IoTs: An Anticipatory Study Mar 21, 2023 Federated Learning Privacy Preserving
— Unverified STDLens: Model Hijacking-Resilient Federated Learning for Object Detection Mar 21, 2023 Federated Learning object-detection
Code Code Available LOKI: Large-scale Data Reconstruction Attack against Federated Learning through Model Manipulation Mar 21, 2023 Federated Learning Reconstruction Attack
Code Code Available A Survey on Class Imbalance in Federated Learning Mar 21, 2023 Federated Learning Survey
— Unverified FedMAE: Federated Self-Supervised Learning with One-Block Masked Auto-Encoder Mar 20, 2023 Federated Learning Image Reconstruction
— Unverified Recursive Euclidean Distance Based Robust Aggregation Technique For Federated Learning Mar 20, 2023 Data Poisoning Federated Learning
— Unverified Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks Mar 19, 2023 Edge-computing Federated Learning
— Unverified A Survey of Federated Learning for Connected and Automated Vehicles Mar 19, 2023 Federated Learning Motion Planning
— Unverified On the Convergence of Decentralized Federated Learning Under Imperfect Information Sharing Mar 19, 2023 Distributed Optimization Federated Learning
Code Code Available Experimenting with Normalization Layers in Federated Learning on non-IID scenarios Mar 19, 2023 Federated Learning Privacy Preserving
Code Code Available FedRight: An Effective Model Copyright Protection for Federated Learning Mar 18, 2023 Federated Learning
— Unverified Client Selection for Generalization in Accelerated Federated Learning: A Multi-Armed Bandit Approach Mar 18, 2023 Federated Learning Scheduling
— Unverified Byzantine-Resilient Federated Learning at Edge Mar 18, 2023 Federated Learning
— Unverified Report of the Medical Image De-Identification (MIDI) Task Group -- Best Practices and Recommendations Mar 18, 2023 De-identification Federated Learning
— Unverified An Empirical Evaluation of Federated Contextual Bandit Algorithms Mar 17, 2023 Federated Learning Multi-Armed Bandits
— Unverified GLASU: A Communication-Efficient Algorithm for Federated Learning with Vertically Distributed Graph Data Mar 16, 2023 Federated Learning Graph Neural Network
Code Code Available Efficient and Secure Federated Learning for Financial Applications Mar 15, 2023 Federated Learning
— Unverified Comparative Evaluation of Data Decoupling Techniques for Federated Machine Learning with Database as a Service Mar 15, 2023 Federated Learning Management
— Unverified Optimization Design for Federated Learning in Heterogeneous 6G Networks Mar 15, 2023 Federated Learning Management
— Unverified Towards Cooperative Federated Learning over Heterogeneous Edge/Fog Networks Mar 15, 2023 Federated Learning
— Unverified Visual Prompt Based Personalized Federated Learning Mar 15, 2023 Federated Learning image-classification
— Unverified Model Extraction Attacks on Split Federated Learning Mar 13, 2023 Blocking Federated Learning
— Unverified Network Anomaly Detection Using Federated Learning Mar 13, 2023 Anomaly Detection Federated Learning
— Unverified Cross-device Federated Learning for Mobile Health Diagnostics: A First Study on COVID-19 Detection Mar 13, 2023 Diagnostic Federated Learning
— Unverified Asynchronous Decentralized Federated Lifelong Learning for Landmark Localization in Medical Imaging Mar 12, 2023 Brain Tumor Segmentation Federated Learning
— Unverified Making Batch Normalization Great in Federated Deep Learning Mar 12, 2023 Deep Learning Federated Learning
— Unverified Stabilizing and Improving Federated Learning with Non-IID Data and Client Dropout Mar 11, 2023 Federated Learning
— Unverified Privacy-Preserving Cooperative Visible Light Positioning for Nonstationary Environment: A Federated Learning Perspective Mar 11, 2023 Federated Learning Privacy Preserving
— Unverified Digital Twin-Assisted Knowledge Distillation Framework for Heterogeneous Federated Learning Mar 10, 2023 Federated Learning Knowledge Distillation
— Unverified Optimizing Federated Learning for Medical Image Classification on Distributed Non-iid Datasets with Partial Labels Mar 10, 2023 Federated Learning image-classification
— Unverified Papaya: Federated Learning, but Fully Decentralized Mar 10, 2023 Federated Learning
— Unverified Complement Sparsification: Low-Overhead Model Pruning for Federated Learning Mar 10, 2023 Federated Learning Privacy Preserving
— Unverified Zone-based Federated Learning for Mobile Sensing Data Mar 10, 2023 Activity Recognition Federated Learning
— Unverified FedREP: A Byzantine-Robust, Communication-Efficient and Privacy-Preserving Framework for Federated Learning Mar 9, 2023 Federated Learning Privacy Preserving
— Unverified An Evaluation of Non-Contrastive Self-Supervised Learning for Federated Medical Image Analysis Mar 9, 2023 Contrastive Learning Federated Learning
— Unverified Memory-adaptive Depth-wise Heterogenous Federated Learning Mar 8, 2023 Federated Learning
Code Code Available Model-Agnostic Federated Learning Mar 8, 2023 Federated Learning model
Code Code Available Federated Learning via Variational Bayesian Inference: Personalization, Sparsity and Clustering Mar 8, 2023 Bayesian Inference Clustering
— Unverified 