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Federated Learning

Papers archive 2025-07-28

archive papers tagged: 6,771 · with a code link: 1,815 · where Syntology ran a sample: 457 (380 with a run with no instrument failure, 77 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (457 of 6,771 tagged: 380 with a run with no instrument failure, 77 where every run was a failure of Syntology's instrument)

Page 27 of 68: papers 2,601 to 2,700 of 6,771, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Predicting Quality of Video Gaming Experience Using Global-Scale Telemetry Data and Federated Learning
  12 Dec 2024 0 repositories listed
• A Tutorial of Personalized Federated Recommender Systems: Recent Advances and Future Directions
  11 Dec 2024 0 repositories listed
• dsLassoCov: a federated machine learning approach incorporating covariate control
  11 Dec 2024 0 repositories listed
• Federated In-Context LLM Agent Learning
  11 Dec 2024 0 repositories listed
• Federated Learning for Traffic Flow Prediction with Synthetic Data Augmentation
  11 Dec 2024 0 repositories listed
• How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning?
  11 Dec 2024 0 repositories listed
• Evaluating the Potential of Federated Learning for Maize Leaf Disease Prediction
  10 Dec 2024 0 repositories listed
• How Can Incentives and Cut Layer Selection Influence Data Contribution in Split Federated Learning?
  10 Dec 2024 0 repositories listed
• Hierarchical Split Federated Learning: Convergence Analysis and System Optimization
  10 Dec 2024 0 repositories listed
• Privacy-Preserving Customer Support: A Framework for Secure and Scalable Interactions
  10 Dec 2024 0 repositories listed
• Tazza: Shuffling Neural Network Parameters for Secure and Private Federated Learning
  10 Dec 2024 0 repositories listed
• Latency Minimization for UAV-Enabled Federated Learning: Trajectory Design and Resource Allocation
  10 Dec 2024 0 repositories listed
• A cautionary tale on the cost-effectiveness of collaborative AI in real-world medical applications
  9 Dec 2024 0 repositories listed
• A Framework for Privacy-Preserving in IoV Using Federated Learning With Differential Privacy
  9 Dec 2024 0 repositories listed
• Federated Split Learning with Model Pruning and Gradient Quantization in Wireless Networks
  9 Dec 2024 0 repositories listed
• FedSynthCT-Brain: A Federated Learning Framework for Multi-Institutional Brain MRI-to-CT Synthesis
  9 Dec 2024 0 repositories listed
• H-FedSN: Personalized Sparse Networks for Efficient and Accurate Hierarchical Federated Learning for IoT Applications
  9 Dec 2024 0 repositories listed
• Privacy-Preserving Large Language Models: Mechanisms, Applications, and Future Directions
  9 Dec 2024 0 repositories listed
• Sequential Compression Layers for Efficient Federated Learning in Foundational Models
  9 Dec 2024 0 repositories listed
• FedRBE -- a decentralized privacy-preserving federated batch effect correction tool for omics data based on limma
  8 Dec 2024 0 repositories listed
• Upcycling Noise for Federated Unlearning
  7 Dec 2024 0 repositories listed
• A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities
  6 Dec 2024 0 repositories listed
• NebulaFL: Effective Asynchronous Federated Learning for JointCloud Computing
  6 Dec 2024 0 repositories listed
• Privacy Drift: Evolving Privacy Concerns in Incremental Learning
  6 Dec 2024 0 repositories listed
• Communication Compression for Distributed Learning without Control Variates
  5 Dec 2024 0 repositories listed
• Federated Automated Feature Engineering
  5 Dec 2024 0 repositories listed
• FedMetaMed: Federated Meta-Learning for Personalized Medication in Distributed Healthcare Systems
  5 Dec 2024 0 repositories listed
• GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning
  5 Dec 2024 0 repositories listed
• Privacy-Preserving in Medical Image Analysis: A Review of Methods and Applications
  5 Dec 2024 0 repositories listed
• Providing Differential Privacy for Federated Learning Over Wireless: A Cross-layer Framework
  5 Dec 2024 0 repositories listed
• PAPAYA Federated Analytics Stack: Engineering Privacy, Scalability and Practicality
  3 Dec 2024 0 repositories listed
• Fractional Order Distributed Optimization
  3 Dec 2024 0 repositories listed
• Learn More by Using Less: Distributed Learning with Energy-Constrained Devices
  3 Dec 2024 0 repositories listed
• Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization
  3 Dec 2024 0 repositories listed
• Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains
  3 Dec 2024 0 repositories listed
• HumekaFL: Automated Detection of Neonatal Asphyxia Using Federated Learning
  2 Dec 2024 0 repositories listed
• Privacy-Preserving Federated Learning via Homomorphic Adversarial Networks
  2 Dec 2024 0 repositories listed
• Review of Mathematical Optimization in Federated Learning
  2 Dec 2024 0 repositories listed
• Incentivizing Truthful Collaboration in Heterogeneous Federated Learning
  1 Dec 2024 0 repositories listed
• Towards Privacy-Preserving Medical Imaging: Federated Learning with Differential Privacy and Secure Aggregation Using a Modified ResNet Architecture
  1 Dec 2024 0 repositories listed
• IRS Aided Federated Learning: Multiple Access and Fundamental Tradeoff
  30 Nov 2024 0 repositories listed
• MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption
  30 Nov 2024 0 repositories listed
• Gradient Inversion Attack on Graph Neural Networks
  29 Nov 2024 0 repositories listed
• Rethinking the initialization of Momentum in Federated Learning with Heterogeneous Data
  29 Nov 2024 0 repositories listed
• PEFT-as-an-Attack! Jailbreaking Language Models during Federated Parameter-Efficient Fine-Tuning
  28 Nov 2024 0 repositories listed
• Streamlined Federated Unlearning: Unite as One to Be Highly Efficient
  28 Nov 2024 0 repositories listed
• Swarm Intelligence-Driven Client Selection for Federated Learning in Cybersecurity applications
  28 Nov 2024 0 repositories listed
• Federated Learning with Uncertainty and Personalization via Efficient Second-order Optimization
  27 Nov 2024 0 repositories listed
• Hidden Data Privacy Breaches in Federated Learning
  27 Nov 2024 0 repositories listed
• Locally Differentially Private Online Federated Learning With Correlated Noise
  27 Nov 2024 0 repositories listed
• Task Arithmetic Through The Lens Of One-Shot Federated Learning
  27 Nov 2024 0 repositories listed
• A High Energy-Efficiency Multi-core Neuromorphic Architecture for Deep SNN Training
  26 Nov 2024 0 repositories listed
• An Empirical Study of Vulnerability Detection using Federated Learning
  25 Nov 2024 0 repositories listed
• BadSFL: Backdoor Attack against Scaffold Federated Learning
  25 Nov 2024 0 repositories listed
• Distributed, communication-efficient, and differentially private estimation of KL divergence
  25 Nov 2024 0 repositories listed
• Distributed Online Optimization with Stochastic Agent Availability
  25 Nov 2024 0 repositories listed
• Privacy-Preserving Federated Foundation Model for Generalist Ultrasound Artificial Intelligence
  25 Nov 2024 0 repositories listed
• Towards Efficient Model-Heterogeneity Federated Learning for Large Models
  25 Nov 2024 0 repositories listed
• Understanding Generalization of Federated Learning: the Trade-off between Model Stability and Optimization
  25 Nov 2024 0 repositories listed
• eFedLLM: Efficient LLM Inference Based on Federated Learning
  24 Nov 2024 0 repositories listed
• FedQP: Towards Accurate Federated Learning using Quadratic Programming Guided Mutation
  24 Nov 2024 0 repositories listed
• Modality Alignment Meets Federated Broadcasting
  24 Nov 2024 0 repositories listed
• Tackling Data Heterogeneity in Federated Time Series Forecasting
  24 Nov 2024 0 repositories listed
• Federated PCA and Estimation for Spiked Covariance Matrices: Optimal Rates and Efficient Algorithm
  23 Nov 2024 0 repositories listed
• Partial Knowledge Distillation for Alleviating the Inherent Inter-Class Discrepancy in Federated Learning
  23 Nov 2024 0 repositories listed
• LoRA-FAIR: Federated LoRA Fine-Tuning with Aggregation and Initialization Refinement
  22 Nov 2024 0 repositories listed
• Memory Backdoor Attacks on Neural Networks
  21 Nov 2024 0 repositories listed
• Split Federated Learning Over Heterogeneous Edge Devices: Algorithm and Optimization
  21 Nov 2024 0 repositories listed
• NCAirFL: CSI-Free Over-the-Air Federated Learning Based on Non-Coherent Detection
  20 Nov 2024 0 repositories listed
• DeTrigger: A Gradient-Centric Approach to Backdoor Attack Mitigation in Federated Learning
  19 Nov 2024 0 repositories listed
• Hyper-parameter Optimization for Federated Learning with Step-wise Adaptive Mechanism
  19 Nov 2024 0 repositories listed
• Non-IID data in Federated Learning: A Survey with Taxonomy, Metrics, Methods, Frameworks and Future Directions
  19 Nov 2024 0 repositories listed
• Federated Contrastive Learning of Graph-Level Representations
  18 Nov 2024 0 repositories listed
• FLMarket: Enabling Privacy-preserved Pre-training Data Pricing for Federated Learning
  18 Nov 2024 0 repositories listed
• Towards Federated Graph Learning in One-shot Communication
  18 Nov 2024 0 repositories listed
• Efficient Federated Unlearning with Adaptive Differential Privacy Preservation
  17 Nov 2024 0 repositories listed
• F³OCUS -- Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics
  17 Nov 2024 0 repositories listed
• Federated Learning for UAV-Based Spectrum Sensing: Enhancing Accuracy Through SNR-Weighted Model Aggregation
  17 Nov 2024 0 repositories listed
• FedUHB: Accelerating Federated Unlearning via Polyak Heavy Ball Method
  17 Nov 2024 0 repositories listed
• How to Defend Against Large-scale Model Poisoning Attacks in Federated Learning: A Vertical Solution
  16 Nov 2024 0 repositories listed
• Artificial Intelligence in Pediatric Echocardiography: Exploring Challenges, Opportunities, and Clinical Applications with Explainable AI and Federated Learning
  15 Nov 2024 0 repositories listed
• Electrical Load Forecasting in Smart Grid: A Personalized Federated Learning Approach
  15 Nov 2024 0 repositories listed
• Evidential Federated Learning for Skin Lesion Image Classification
  15 Nov 2024 0 repositories listed
• FedCL-Ensemble Learning: A Framework of Federated Continual Learning with Ensemble Transfer Learning Enhanced for Alzheimer's MRI Classifications while Preserving Privacy
  15 Nov 2024 0 repositories listed
• FedRewind: Rewinding Continual Model Exchange for Decentralized Federated Learning
  14 Nov 2024 0 repositories listed
• Towards efficient compression and communication for prototype-based decentralized learning
  14 Nov 2024 0 repositories listed
• FedSub: Introducing class-aware Subnetworks Fusion to Enhance Personalized Federated Learning in Ubiquitous Systems
  13 Nov 2024 0 repositories listed
• SAFELOC: Overcoming Data Poisoning Attacks in Heterogeneous Federated Machine Learning for Indoor Localization
  13 Nov 2024 0 repositories listed
• Time-constrained Federated Learning (FL) in Push-Pull IoT Wireless Access
  13 Nov 2024 0 repositories listed
• Collaborative and Federated Black-box Optimization: A Bayesian Optimization Perspective
  12 Nov 2024 0 repositories listed
• Dual-Criterion Model Aggregation in Federated Learning: Balancing Data Quantity and Quality
  12 Nov 2024 0 repositories listed
• Efficient Federated Finetuning of Tiny Transformers with Resource-Constrained Devices
  12 Nov 2024 0 repositories listed
• Federated Learning for Discrete Optimal Transport with Large Population under Incomplete Information
  12 Nov 2024 0 repositories listed
• Federated Low-Rank Adaptation with Differential Privacy over Wireless Networks
  12 Nov 2024 0 repositories listed
• On the Convergence of Continual Federated Learning Using Incrementally Aggregated Gradients
  12 Nov 2024 0 repositories listed
• Model Partition and Resource Allocation for Split Learning in Vehicular Edge Networks
  11 Nov 2024 0 repositories listed
• Movable Antenna-Aided Federated Learning with Over-the-Air Aggregation: Joint Optimization of Positioning, Beamforming, and User Selection
  11 Nov 2024 0 repositories listed
• Sketched Adaptive Federated Deep Learning: A Sharp Convergence Analysis
  11 Nov 2024 0 repositories listed
• TempCharBERT: Keystroke Dynamics for Continuous Access Control Based on Pre-trained Language Models
  11 Nov 2024 0 repositories listed
• WassFFed: Wasserstein Fair Federated Learning
  11 Nov 2024 0 repositories listed