Federated Learning for MRI-based BrainAGE: a multicenter study on post-stroke functional outcome prediction Jun 18, 2025 Federated Learning
— Unverified Accessible Gesture-Driven Augmented Reality Interaction System Jun 18, 2025 Federated Learning Gesture Recognition
— Unverified Centroid Approximation for Byzantine-Tolerant Federated Learning Jun 18, 2025 Distributed Computing Federated Learning
— Unverified Knowledge Adaptation as Posterior Correction Jun 17, 2025 Federated Learning
— Unverified Event-Driven Online Vertical Federated Learning Jun 17, 2025 Federated Learning Vertical Federated Learning
— Unverified Convergence-Privacy-Fairness Trade-Off in Personalized Federated Learning Jun 17, 2025 Fairness Federated Learning
— Unverified A Comprehensive Survey on Underwater Acoustic Target Positioning and Tracking: Progress, Challenges, and Perspectives Jun 17, 2025 Federated Learning reinforcement-learning
— Unverified Perfect Privacy for Discriminator-Based Byzantine-Resilient Federated Learning Jun 16, 2025 Federated Learning
— Unverified EBS-CFL: Efficient and Byzantine-robust Secure Clustered Federated Learning Jun 16, 2025 Computational Efficiency Federated Learning
Code Code Available Theoretically Unmasking Inference Attacks Against LDP-Protected Clients in Federated Vision Models Jun 16, 2025 Federated Learning
— Unverified Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Jun 15, 2025 Federated Learning
— Unverified Leveraging MIMIC Datasets for Better Digital Health: A Review on Open Problems, Progress Highlights, and Future Promises Jun 15, 2025 Causal Inference Data Integration
— Unverified Privacy-Preserving Federated Learning against Malicious Clients Based on Verifiable Functional Encryption Jun 15, 2025 Federated Learning Privacy Preserving
— Unverified AFBS:Buffer Gradient Selection in Semi-asynchronous Federated Learning Jun 15, 2025 Federated Learning
— Unverified Optimizing Federated Learning using Remote Embeddings for Graph Neural Networks Jun 14, 2025 Federated Learning
— Unverified SPIRE: Conditional Personalization for Federated Diffusion Generative Models Jun 14, 2025 Federated Learning
— Unverified Fed-HeLLo: Efficient Federated Foundation Model Fine-Tuning with Heterogeneous LoRA Allocation Jun 13, 2025 Federated Learning
Code Code Available Byzantine Outside, Curious Inside: Reconstructing Data Through Malicious Updates Jun 13, 2025 Federated Learning Reconstruction Attack
— Unverified FedNano: Toward Lightweight Federated Tuning for Pretrained Multimodal Large Language Models Jun 12, 2025 Cross-Modal Retrieval Federated Learning
— Unverified A new type of federated clustering: A non-model-sharing approach Jun 11, 2025 Clustering Federated Learning
— Unverified Private Aggregation for Byzantine-Resilient Heterogeneous Federated Learning Jun 11, 2025 Federated Learning Information Retrieval
— Unverified Load-Aware Training Scheduling for Model Circulation-based Decentralized Federated Learning Jun 11, 2025 Federated Learning global-optimization
— Unverified Wavelet Scattering Transform and Fourier Representation for Offline Detection of Malicious Clients in Federated Learning Jun 11, 2025 Anomaly Detection Federated Learning
— Unverified A Weighted Loss Approach to Robust Federated Learning under Data Heterogeneity Jun 11, 2025 Federated Learning
— Unverified SyncFed: Time-Aware Federated Learning through Explicit Timestamping and Synchronization Jun 11, 2025 Federated Learning
— Unverified FedVLMBench: Benchmarking Federated Fine-Tuning of Vision-Language Models Jun 11, 2025 Benchmarking Federated Learning
— Unverified Intelligent Travel Activity Monitoring: Generalized Distributed Acoustic Sensing Approaches Jun 11, 2025 Federated Learning Meta-Learning
— Unverified A Survey on the Role of Artificial Intelligence and Machine Learning in 6G-V2X Applications Jun 11, 2025 Autonomous Vehicles Federated Learning
— Unverified Integrating Asynchronous AdaBoost into Federated Learning: Five Real World Applications Jun 10, 2025 Anomaly Detection Federated Learning
— Unverified FLoRIST: Singular Value Thresholding for Efficient and Accurate Federated Fine-Tuning of Large Language Models Jun 10, 2025 Federated Learning parameter-efficient fine-tuning
— Unverified A Privacy-Preserving Federated Learning Framework for Generalizable CBCT to Synthetic CT Translation in Head and Neck Jun 10, 2025 Federated Learning Generative Adversarial Network
— Unverified Boosting Gradient Leakage Attacks: Data Reconstruction in Realistic FL Settings Jun 10, 2025 Federated Learning
— Unverified HASFL: Heterogeneity-aware Split Federated Learning over Edge Computing Systems Jun 10, 2025 Edge-computing Federated Learning
— Unverified FedGA-Tree: Federated Decision Tree using Genetic Algorithm Jun 9, 2025 Federated Learning
— Unverified Clustered Federated Learning via Embedding Distributions Jun 9, 2025 Clustering Domain Adaptation
Code Code Available Synesthesia of Machines (SoM)-Aided Online FDD Precoding via Heterogeneous Multi-Modal Sensing: A Vertical Federated Learning Approach Jun 9, 2025 Federated Learning Vertical Federated Learning
— Unverified FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Jun 9, 2025 Federated Learning Scheduling
— Unverified Federated Learning on Stochastic Neural Networks Jun 9, 2025 Edge-computing Federated Learning
— Unverified UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data Jun 9, 2025 Federated Learning
Code Code Available Realistic Urban Traffic Generator using Decentralized Federated Learning for the SUMO simulator Jun 9, 2025 Deep Reinforcement Learning Federated Learning
Code Code Available TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Jun 9, 2025 Federated Learning Privacy Preserving
Code Code Available Latency Optimization for Wireless Federated Learning in Multihop Networks Jun 8, 2025 Federated Learning
Code Code Available pFedSOP : Accelerating Training Of Personalized Federated Learning Using Second-Order Optimization Jun 8, 2025 Federated Learning image-classification
— Unverified Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT Jun 8, 2025 Federated Learning Translation
— Unverified Mobility-Aware Asynchronous Federated Learning with Dynamic Sparsification Jun 8, 2025 Federated Learning image-classification
— Unverified Fuse and Federate: Enhancing EV Charging Station Security with Multimodal Fusion and Federated Learning Jun 7, 2025 Federated Learning Intrusion Detection
— Unverified Breaking Data Silos: Towards Open and Scalable Mobility Foundation Models via Generative Continual Learning Jun 7, 2025 Continual Learning Federated Learning
— Unverified Distribution-Level AirComp for Wireless Federated Learning under Data Scarcity and Heterogeneity Jun 6, 2025 Bayesian Inference Federated Learning
— Unverified Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models Jun 6, 2025 Federated Learning Memorization
— Unverified Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Jun 6, 2025 Federated Learning Mixed Reality
— Unverified 