Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence Oct 18, 2023 Cloud Computing Diagnostic
— Unverified Federated Learning with Nonvacuous Generalisation Bounds Oct 17, 2023 Federated Learning
— Unverified Whole-brain radiomics for clustered federated personalization in brain tumor segmentation Oct 17, 2023 Brain Tumor Segmentation Federated Learning
Code Code Available Adversarial Robustness Unhardening via Backdoor Attacks in Federated Learning Oct 17, 2023 Adversarial Robustness Federated Learning
— Unverified Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks Oct 16, 2023 Adversarial Attack Federated Learning
— Unverified Over-the-Air Federated Learning and Optimization Oct 16, 2023 Federated Learning
— Unverified Passive Inference Attacks on Split Learning via Adversarial Regularization Oct 16, 2023 Federated Learning
Code Code Available Federated Learning with Convex Global and Local Constraints Oct 16, 2023 Fairness Federated Learning
Code Code Available FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models Oct 16, 2023 Federated Learning parameter-efficient fine-tuning
Code Code Available VFLAIR: A Research Library and Benchmark for Vertical Federated Learning Oct 15, 2023 Federated Learning Vertical Federated Learning
Code Code Available Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates Oct 15, 2023 Distributed Optimization Federated Learning
Code Code Available FLrce: Resource-Efficient Federated Learning with Early-Stopping Strategy Oct 15, 2023 Deep Learning Federated Learning
Code Code Available Federated Reinforcement Learning for Resource Allocation in V2X Networks Oct 15, 2023 Federated Learning reinforcement-learning
— Unverified Federated Multi-Objective Learning Oct 15, 2023 Federated Learning Multi-Task Learning
— Unverified Multimodal Federated Learning in Healthcare: a Review Oct 14, 2023 Federated Learning
— Unverified A Blockchain-empowered Multi-Aggregator Federated Learning Architecture in Edge Computing with Deep Reinforcement Learning Optimization Oct 14, 2023 Deep Reinforcement Learning Edge-computing
— Unverified Tackling Heterogeneity in Medical Federated learning via Vision Transformers Oct 13, 2023 Federated Learning
— Unverified PAGE: Equilibrate Personalization and Generalization in Federated Learning Oct 13, 2023 Federated Learning
— Unverified PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning Oct 13, 2023 Federated Learning
— Unverified Federated Class-Incremental Learning with Prompting Oct 13, 2023 class-incremental learning Class Incremental Learning
— Unverified Federated Meta-Learning for Few-Shot Fault Diagnosis with Representation Encoding Oct 13, 2023 Diagnostic Fault Diagnosis
— Unverified Price of Stability in Quality-Aware Federated Learning Oct 13, 2023 Denoising Federated Learning
— Unverified A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification Oct 12, 2023 Federated Learning Quantization
— Unverified Achieving Linear Speedup with ProxSkip in Distributed Stochastic Optimization Oct 12, 2023 Distributed Optimization Federated Learning
— Unverified 2SFGL: A Simple And Robust Protocol For Graph-Based Fraud Detection Oct 12, 2023 Federated Learning Fraud Detection
— Unverified Fed-Safe: Securing Federated Learning in Healthcare Against Adversarial Attacks Oct 12, 2023 Federated Learning Medical Image Analysis
— Unverified Sentinel: An Aggregation Function to Secure Decentralized Federated Learning Oct 12, 2023 Federated Learning Management
— Unverified FedSym: Unleashing the Power of Entropy for Benchmarking the Algorithms for Federated Learning Oct 11, 2023 Benchmarking Diversity
— Unverified The Implications of Decentralization in Blockchained Federated Learning: Evaluating the Impact of Model Staleness and Inconsistencies Oct 11, 2023 Federated Learning
— Unverified Sample-Driven Federated Learning for Energy-Efficient and Real-Time IoT Sensing Oct 11, 2023 Federated Learning
Code Code Available Advocating for the Silent: Enhancing Federated Generalization for Non-Participating Clients Oct 11, 2023 Federated Learning Generalization Bounds
— Unverified RaftFed: A Lightweight Federated Learning Framework for Vehicular Crowd Intelligence Oct 11, 2023 Federated Learning Privacy Preserving
— Unverified Histopathological Image Classification and Vulnerability Analysis using Federated Learning Oct 11, 2023 Classification Data Poisoning
— Unverified Federated Quantum Machine Learning with Differential Privacy Oct 10, 2023 Binary Classification Federated Learning
— Unverified FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication Oct 10, 2023 Federated Learning
— Unverified Secure Decentralized Learning with Blockchain Oct 10, 2023 Federated Learning
— Unverified HoloFed: Environment-Adaptive Positioning via Multi-band Reconfigurable Holographic Surfaces and Federated Learning Oct 10, 2023 Federated Learning Position
— Unverified Federated Learning with Reduced Information Leakage and Computation Oct 10, 2023 Federated Learning Privacy Preserving
Code Code Available Differentially Private Multi-Site Treatment Effect Estimation Oct 10, 2023 Causal Inference Federated Learning
— Unverified Asynchronous Federated Learning with Incentive Mechanism Based on Contract Theory Oct 10, 2023 Federated Learning
— Unverified Exploring adversarial attacks in federated learning for medical imaging Oct 10, 2023 Federated Learning Medical Image Analysis
— Unverified On the Convergence of Federated Averaging under Partial Participation for Over-parameterized Neural Networks Oct 9, 2023 Federated Learning
— Unverified Find Your Optimal Assignments On-the-fly: A Holistic Framework for Clustered Federated Learning Oct 9, 2023 Clustering Federated Learning
— Unverified Text-driven Prompt Generation for Vision-Language Models in Federated Learning Oct 9, 2023 Federated Learning image-classification
— Unverified Little is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning Oct 9, 2023 Federated Learning
— Unverified FedFed: Feature Distillation against Data Heterogeneity in Federated Learning Oct 8, 2023 Federated Learning
Code Code Available Decentralized Federated Learning via MIMO Over-the-Air Computation: Consensus Analysis and Performance Optimization Oct 8, 2023 Distributed Optimization Federated Learning
— Unverified Asymmetrically Decentralized Federated Learning Oct 8, 2023 Federated Learning
— Unverified Towards Scalable Wireless Federated Learning: Challenges and Solutions Oct 8, 2023 Federated Learning Privacy Preserving
— Unverified Federated Learning: A Cutting-Edge Survey of the Latest Advancements and Applications Oct 8, 2023 Federated Learning Survey
— Unverified 