Leveraging Federated Learning for Automatic Detection of Clopidogrel Treatment Failures Mar 5, 2024 Federated Learning Privacy Preserving
— Unverified Rethinking Clustered Federated Learning in NOMA Enhanced Wireless Networks Mar 5, 2024 Federated Learning
— Unverified PPS-QMIX: Periodically Parameter Sharing for Accelerating Convergence of Multi-Agent Reinforcement Learning Mar 5, 2024 Federated Learning Multi-agent Reinforcement Learning
Code Code Available Training Machine Learning models at the Edge: A Survey Mar 5, 2024 Edge-computing Federated Learning
— Unverified Towards Robust Federated Learning via Logits Calibration on Non-IID Data Mar 5, 2024 Federated Learning Privacy Preserving
— Unverified MeanCache: User-Centric Semantic Caching for LLM Web Services Mar 5, 2024 Federated Learning Language Modeling
— Unverified FLGuard: Byzantine-Robust Federated Learning via Ensemble of Contrastive Models Mar 5, 2024 Contrastive Learning Federated Learning
Code Code Available Federated Learning Under Attack: Exposing Vulnerabilities through Data Poisoning Attacks in Computer Networks Mar 5, 2024 Data Poisoning Federated Learning
Code Code Available Robust Federated Learning Mitigates Client-side Training Data Distribution Inference Attacks Mar 5, 2024 Federated Learning
— Unverified FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling Mar 5, 2024 Contrastive Learning Data Augmentation
Code Code Available Leveraging Federated Learning and Edge Computing for Recommendation Systems within Cloud Computing Networks Mar 5, 2024 Cloud Computing Deep Reinforcement Learning
— Unverified A Survey on Federated Unlearning: Challenges and Opportunities Mar 4, 2024 Federated Learning Machine Unlearning
— Unverified Towards Optimal Customized Architecture for Heterogeneous Federated Learning with Contrastive Cloud-Edge Model Decoupling Mar 4, 2024 Federated Learning
Code Code Available A Hierarchical Federated Learning Approach for the Internet of Things Mar 3, 2024 Federated Learning Quantization
— Unverified Partial Federated Learning Mar 3, 2024 Contrastive Learning Federated Learning
— Unverified Asyn2F: An Asynchronous Federated Learning Framework with Bidirectional Model Aggregation Mar 3, 2024 Federated Learning
— Unverified A Comprehensive Survey of Federated Transfer Learning: Challenges, Methods and Applications Mar 3, 2024 Federated Learning Survey
— Unverified Enhancing Data Provenance and Model Transparency in Federated Learning Systems - A Database Approach Mar 3, 2024 Federated Learning
— Unverified Analysis of Privacy Leakage in Federated Large Language Models Mar 2, 2024 Federated Learning
Code Code Available Defending Against Data Reconstruction Attacks in Federated Learning: An Information Theory Approach Mar 2, 2024 Federated Learning
— Unverified Automatic Speech Recognition using Advanced Deep Learning Approaches: A survey Mar 2, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission Mar 1, 2024 Federated Learning
— Unverified Blockchain-empowered Federated Learning: Benefits, Challenges, and Solutions Mar 1, 2024 Fairness Federated Learning
Code Code Available Federated Learning via Lattice Joint Source-Channel Coding Mar 1, 2024 Federated Learning
— Unverified Cloud-based Federated Learning Framework for MRI Segmentation Mar 1, 2024 Deep Reinforcement Learning Federated Learning
— Unverified On the Convergence of Federated Learning Algorithms without Data Similarity Feb 29, 2024 Federated Learning
Code Code Available Federated Linear Contextual Bandits with Heterogeneous Clients Feb 29, 2024 All Federated Learning
— Unverified Global and Local Prompts Cooperation via Optimal Transport for Federated Learning Feb 29, 2024 Federated Learning Prompt Learning
Code Code Available SPriFed-OMP: A Differentially Private Federated Learning Algorithm for Sparse Basis Recovery Feb 29, 2024 Federated Learning
— Unverified Decoupled Subgraph Federated Learning Feb 29, 2024 Federated Learning Node Classification
Code Code Available RobWE: Robust Watermark Embedding for Personalized Federated Learning Model Ownership Protection Feb 29, 2024 Federated Learning Personalized Federated Learning
— Unverified Improving Group Connectivity for Generalization of Federated Deep Learning Feb 29, 2024 Deep Learning Federated Learning
— Unverified Uncertainty-Based Extensible Codebook for Discrete Federated Learning in Heterogeneous Data Silos Feb 29, 2024 Diversity Federated Learning
Code Code Available CollaFuse: Navigating Limited Resources and Privacy in Collaborative Generative AI Feb 29, 2024 Autonomous Driving Denoising
Code Code Available PrivatEyes: Appearance-based Gaze Estimation Using Federated Secure Multi-Party Computation Feb 29, 2024 Federated Learning Gaze Estimation
— Unverified Auditable Homomorphic-based Decentralized Collaborative AI with Attribute-based Differential Privacy Feb 28, 2024 Attribute Federated Learning
— Unverified Impact of network topology on the performance of Decentralized Federated Learning Feb 28, 2024 Clustering Federated Learning
— Unverified Decentralised Traffic Incident Detection via Network Lasso Feb 28, 2024 Federated Learning
— Unverified Communication Efficient ConFederated Learning: An Event-Triggered SAGA Approach Feb 28, 2024 Federated Learning
— Unverified Federated Learning for Estimating Heterogeneous Treatment Effects Feb 27, 2024 Decision Making Diversity
— Unverified FedBRB: An Effective Solution to the Small-to-Large Scenario in Device-Heterogeneity Federated Learning Feb 27, 2024 Federated Learning
— Unverified FedUV: Uniformity and Variance for Heterogeneous Federated Learning Feb 27, 2024 Federated Learning
— Unverified FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation Feb 27, 2024 Decoder Federated Learning
Code Code Available Multiple Access in the Era of Distributed Computing and Edge Intelligence Feb 26, 2024 Distributed Computing Edge-computing
— Unverified MIP: CLIP-based Image Reconstruction from PEFT Gradients Feb 26, 2024 Federated Learning Image Reconstruction
— Unverified FedReview: A Review Mechanism for Rejecting Poisoned Updates in Federated Learning Feb 26, 2024 Federated Learning
— Unverified Watch Your Head: Assembling Projection Heads to Save the Reliability of Federated Models Feb 26, 2024 Federated Learning
Code Code Available BlockFUL: Enabling Unlearning in Blockchained Federated Learning Feb 26, 2024 Federated Learning
— Unverified Trustworthy Personalized Bayesian Federated Learning via Posterior Fine-Tune Feb 25, 2024 Federated Learning Out of Distribution (OOD) Detection
— Unverified Distribution-Free Fair Federated Learning with Small Samples Feb 25, 2024 Fairness Federated Learning
— Unverified 