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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 29 of 68: papers 2,801 to 2,900 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.

• Investigating Effective Speaker Property Privacy Protection in Federated Learning for Speech Emotion Recognition
  17 Oct 2024 0 repositories listed
• On-device Federated Learning in Smartphones for Detecting Depression from Reddit Posts
  17 Oct 2024 0 repositories listed
• Towards Satellite Non-IID Imagery: A Spectral Clustering-Assisted Federated Learning Approach
  17 Oct 2024 0 repositories listed
• Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Models
  16 Oct 2024 0 repositories listed
• Disentangling data distribution for Federated Learning
  16 Oct 2024 0 repositories listed
• FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning
  16 Oct 2024 0 repositories listed
• TPFL: A Trustworthy Personalized Federated Learning Framework via Subjective Logic
  16 Oct 2024 0 repositories listed
• Vaccinating Federated Learning for Robust Modulation Classification in Distributed Wireless Networks
  16 Oct 2024 0 repositories listed
• Age-of-Gradient Updates for Federated Learning over Random Access Channels
  15 Oct 2024 0 repositories listed
• Backdoor Attack on Vertical Federated Graph Neural Network Learning
  15 Oct 2024 0 repositories listed
• Data Quality Control in Federated Instruction-tuning of Large Language Models
  15 Oct 2024 0 repositories listed
• Federated Learning framework for LoRaWAN-enabled IIoT communication: A case study
  15 Oct 2024 0 repositories listed
• WPFed: Web-based Personalized Federation for Decentralized Systems
  15 Oct 2024 0 repositories listed
• A few-shot Label Unlearning in Vertical Federated Learning
  14 Oct 2024 0 repositories listed
• A Two-Stage Federated Learning Approach for Industrial Prognostics Using Large-Scale High-Dimensional Signals
  14 Oct 2024 0 repositories listed
• Feasibility Analysis of Federated Neural Networks for Explainable Detection of Atrial Fibrillation
  14 Oct 2024 0 repositories listed
• Fed-pilot: Optimizing LoRA Allocation for Efficient Federated Fine-Tuning with Heterogeneous Clients
  14 Oct 2024 0 repositories listed
• Federated Data-Efficient Instruction Tuning for Large Language Models
  14 Oct 2024 0 repositories listed
• Mobility-Aware Federated Learning: Multi-Armed Bandit Based Selection in Vehicular Network
  14 Oct 2024 0 repositories listed
• FedECADO: A Dynamical System Model of Federated Learning
  13 Oct 2024 0 repositories listed
• Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications in power grid
  13 Oct 2024 0 repositories listed
• Uncovering Attacks and Defenses in Secure Aggregation for Federated Deep Learning
  13 Oct 2024 0 repositories listed
• Breaking the Memory Wall for Heterogeneous Federated Learning via Model Splitting
  12 Oct 2024 0 repositories listed
• Accelerated Distributed Stochastic Non-Convex Optimization over Time-Varying Directed Networks
  11 Oct 2024 0 repositories listed
• DistDD: Distributed Data Distillation Aggregation through Gradient Matching
  11 Oct 2024 0 repositories listed
• Enhanced Federated Anomaly Detection Through Autoencoders Using Summary Statistics-Based Thresholding
  11 Oct 2024 0 repositories listed
• Federated Learning in Practice: Reflections and Projections
  11 Oct 2024 0 repositories listed
• GAI-Enabled Explainable Personalized Federated Semi-Supervised Learning
  11 Oct 2024 0 repositories listed
• SoK: Verifiable Cross-Silo FL
  11 Oct 2024 0 repositories listed
• Training on Fake Labels: Mitigating Label Leakage in Split Learning via Secure Dimension Transformation
  11 Oct 2024 0 repositories listed
• Unlocking FedNL: Self-Contained Compute-Optimized Implementation
  11 Oct 2024 0 repositories listed
• A Comprehensive Survey on Joint Resource Allocation Strategies in Federated Edge Learning
  10 Oct 2024 0 repositories listed
• Efficient Adaptive Federated Optimization
  10 Oct 2024 0 repositories listed
• Enhancing Federated Domain Adaptation with Multi-Domain Prototype-Based Federated Fine-Tuning
  10 Oct 2024 0 repositories listed
• FedEP: Tailoring Attention to Heterogeneous Data Distribution with Entropy Pooling for Decentralized Federated Learning
  10 Oct 2024 0 repositories listed
• Federated Learning for Data Market: Shapley-UCB for Seller Selection and Incentives
  10 Oct 2024 0 repositories listed
• RAB²-DEF: Dynamic and explainable defense against adversarial attacks in Federated Learning to fair poor clients
  10 Oct 2024 0 repositories listed
• Randomized Asymmetric Chain of LoRA: The First Meaningful Theoretical Framework for Low-Rank Adaptation
  10 Oct 2024 0 repositories listed
• Scalable and Resource-Efficient Second-Order Federated Learning via Over-the-Air Aggregation
  10 Oct 2024 0 repositories listed
• Boosting the Performance of Decentralized Federated Learning via Catalyst Acceleration
  9 Oct 2024 0 repositories listed
• Distributionally Robust Clustered Federated Learning: A Case Study in Healthcare
  9 Oct 2024 0 repositories listed
• Forgetting Through Transforming: Enabling Federated Unlearning via Class-Aware Representation Transformation
  9 Oct 2024 0 repositories listed
• OledFL: Unleashing the Potential of Decentralized Federated Learning via Opposite Lookahead Enhancement
  9 Oct 2024 0 repositories listed
• PFAttack: Stealthy Attack Bypassing Group Fairness in Federated Learning
  9 Oct 2024 0 repositories listed
• Communication-Efficient Federated Group Distributionally Robust Optimization
  8 Oct 2024 0 repositories listed
• De-VertiFL: A Solution for Decentralized Vertical Federated Learning
  8 Oct 2024 0 repositories listed
• Federated Learning with Dynamic Client Arrival and Departure: Convergence and Rapid Adaptation via Initial Model Construction
  8 Oct 2024 0 repositories listed
• Privacy-Enhanced Over-the-Air Federated Learning via Client-Driven Power Balancing
  8 Oct 2024 0 repositories listed
• Private and Communication-Efficient Federated Learning based on Differentially Private Sketches
  8 Oct 2024 0 repositories listed
• Aiding Global Convergence in Federated Learning via Local Perturbation and Mutual Similarity Information
  7 Oct 2024 0 repositories listed
• FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models
  7 Oct 2024 0 repositories listed
• Federated brain tumor segmentation: an extensive benchmark
  7 Oct 2024 0 repositories listed
• Federated Learning Nodes Can Reconstruct Peers' Image Data
  7 Oct 2024 0 repositories listed
• FRIDA: Free-Rider Detection using Privacy Attacks
  7 Oct 2024 0 repositories listed
• Over-the-Air Federated Learning in Cell-Free MIMO with Long-term Power Constraint
  7 Oct 2024 0 repositories listed
• ConDa: Fast Federated Unlearning with Contribution Dampening
  5 Oct 2024 0 repositories listed
• pFedGame -- Decentralized Federated Learning using Game Theory in Dynamic Topology
  5 Oct 2024 0 repositories listed
• An Intelligent Native Network Slicing Security Architecture Empowered by Federated Learning
  4 Oct 2024 0 repositories listed
• BN-SCAFFOLD: controlling the drift of Batch Normalization statistics in Federated Learning
  4 Oct 2024 0 repositories listed
• Collaborative and Efficient Personalization with Mixtures of Adaptors
  4 Oct 2024 0 repositories listed
• Deep Domain Isolation and Sample Clustered Federated Learning for Semantic Segmentation
  4 Oct 2024 0 repositories listed
• FedMAC: Tackling Partial-Modality Missing in Federated Learning with Cross-Modal Aggregation and Contrastive Regularization
  4 Oct 2024 0 repositories listed
• FedStein: Enhancing Multi-Domain Federated Learning Through James-Stein Estimator
  4 Oct 2024 0 repositories listed
• Influence-oriented Personalized Federated Learning
  4 Oct 2024 0 repositories listed
• A Survey on Point-of-Interest Recommendation: Models, Architectures, and Security
  3 Oct 2024 0 repositories listed
• Accelerating Deep Learning with Fixed Time Budget
  3 Oct 2024 0 repositories listed
• Clinnova Federated Learning Proof of Concept: Key Takeaways from a Cross-border Collaboration
  3 Oct 2024 0 repositories listed
• Data Similarity-Based One-Shot Clustering for Multi-Task Hierarchical Federated Learning
  3 Oct 2024 0 repositories listed
• FedPeWS: Personalized Warmup via Subnetworks for Enhanced Heterogeneous Federated Learning
  3 Oct 2024 0 repositories listed
• FedScalar: A Communication efficient Federated Learning
  3 Oct 2024 0 repositories listed
• Personalized Federated Learning for Generative AI-Assisted Semantic Communications
  3 Oct 2024 0 repositories listed
• Personalized Quantum Federated Learning for Privacy Image Classification
  3 Oct 2024 0 repositories listed
• Towards Layer-Wise Personalized Federated Learning: Adaptive Layer Disentanglement via Conflicting Gradients
  3 Oct 2024 0 repositories listed
• A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers
  2 Oct 2024 0 repositories listed
• A Novel Framework of Horizontal-Vertical Hybrid Federated Learning for EdgeIoT
  2 Oct 2024 0 repositories listed
• Addressing Data Heterogeneity in Federated Learning with Adaptive Normalization-Free Feature Recalibration
  2 Oct 2024 0 repositories listed
• Debiasing Federated Learning with Correlated Client Participation
  2 Oct 2024 0 repositories listed
• FLAME: Adaptive and Reactive Concept Drift Mitigation for Federated Learning Deployments
  2 Oct 2024 0 repositories listed
• NTK-DFL: Enhancing Decentralized Federated Learning in Heterogeneous Settings via Neural Tangent Kernel
  2 Oct 2024 0 repositories listed
• On the Convergence of FedProx with Extrapolation and Inexact Prox
  2 Oct 2024 0 repositories listed
• Overpredictive Signal Analytics in Federated Learning: Algorithms and Analysis
  2 Oct 2024 0 repositories listed
• FedPT: Federated Proxy-Tuning of Large Language Models on Resource-Constrained Edge Devices
  1 Oct 2024 0 repositories listed
• Comments on "Privacy-Enhanced Federated Learning Against Poisoning Adversaries"
  30 Sep 2024 0 repositories listed
• Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients
  30 Sep 2024 0 repositories listed
• Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models
  30 Sep 2024 0 repositories listed
• HYDRA-FL: Hybrid Knowledge Distillation for Robust and Accurate Federated Learning
  30 Sep 2024 0 repositories listed
• Leveraging Pre-trained Models for Robust Federated Learning for Kidney Stone Type Recognition
  30 Sep 2024 0 repositories listed
• Quantized and Asynchronous Federated Learning
  30 Sep 2024 0 repositories listed
• Convergence-aware Clustered Federated Graph Learning Framework for Collaborative Inter-company Labor Market Forecasting
  29 Sep 2024 0 repositories listed
• Fast-Convergent and Communication-Alleviated Heterogeneous Hierarchical Federated Learning in Autonomous Driving
  29 Sep 2024 0 repositories listed
• Heterogeneity-Aware Resource Allocation and Topology Design for Hierarchical Federated Edge Learning
  29 Sep 2024 0 repositories listed
• One Node Per User: Node-Level Federated Learning for Graph Neural Networks
  29 Sep 2024 0 repositories listed
• Online Client Scheduling and Resource Allocation for Efficient Federated Edge Learning
  29 Sep 2024 0 repositories listed
• Tailored Federated Learning: Leveraging Direction Regulation & Knowledge Distillation
  29 Sep 2024 0 repositories listed
• Privacy Attack in Federated Learning is Not Easy: An Experimental Study
  28 Sep 2024 0 repositories listed
• Quantum delegated and federated learning via quantum homomorphic encryption
  28 Sep 2024 0 repositories listed
• Subject Data Auditing via Source Inference Attack in Cross-Silo Federated Learning
  28 Sep 2024 0 repositories listed
• A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs
  27 Sep 2024 0 repositories listed
• An Enhanced Federated Prototype Learning Method under Domain Shift
  27 Sep 2024 0 repositories listed
• Enhancing Spectrum Efficiency in 6G Satellite Networks: A GAIL-Powered Policy Learning via Asynchronous Federated Inverse Reinforcement Learning
  27 Sep 2024 0 repositories listed