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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 33 of 68: papers 3,201 to 3,300 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.

• Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions
  16 Jun 2024 0 repositories listed
• Leveraging Foundation Models for Multi-modal Federated Learning with Incomplete Modality
  16 Jun 2024 0 repositories listed
• Linkage on Security, Privacy and Fairness in Federated Learning: New Balances and New Perspectives
  16 Jun 2024 0 repositories listed
• Promoting Data and Model Privacy in Federated Learning through Quantized LoRA
  16 Jun 2024 0 repositories listed
• When NOMA Meets AIGC: Enhanced Wireless Federated Learning
  16 Jun 2024 0 repositories listed
• Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models
  15 Jun 2024 0 repositories listed
• Privacy-Preserving Heterogeneous Federated Learning for Sensitive Healthcare Data
  15 Jun 2024 0 repositories listed
• Byzantine-Robust Decentralized Federated Learning
  14 Jun 2024 0 repositories listed
• Recent Advances in Federated Learning Driven Large Language Models: A Survey on Architecture, Performance, and Security
  14 Jun 2024 0 repositories listed
• Federated Learning with Flexible Architectures
  14 Jun 2024 0 repositories listed
• Heterogeneous Federated Learning with Convolutional and Spiking Neural Networks
  14 Jun 2024 0 repositories listed
• EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters
  13 Jun 2024 0 repositories listed
• A Federated Online Restless Bandit Framework for Cooperative Resource Allocation
  12 Jun 2024 0 repositories listed
• IMFL-AIGC: Incentive Mechanism Design for Federated Learning Empowered by Artificial Intelligence Generated Content
  12 Jun 2024 0 repositories listed
• Nonconvex Federated Learning on Compact Smooth Submanifolds With Heterogeneous Data
  12 Jun 2024 0 repositories listed
• Minimizing Energy Costs in Deep Learning Model Training: The Gaussian Sampling Approach
  11 Jun 2024 0 repositories listed
• Decentralized Personalized Federated Learning
  10 Jun 2024 0 repositories listed
• Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm
  10 Jun 2024 0 repositories listed
• Federated learning in food research
  10 Jun 2024 0 repositories listed
• Federated Nonparametric Hypothesis Testing with Differential Privacy Constraints: Optimal Rates and Adaptive Tests
  10 Jun 2024 0 repositories listed
• Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning
  10 Jun 2024 0 repositories listed
• Optimal Federated Learning for Nonparametric Regression with Heterogeneous Distributed Differential Privacy Constraints
  10 Jun 2024 0 repositories listed
• Optimisation of federated learning settings under statistical heterogeneity variations
  10 Jun 2024 0 repositories listed
• When Swarm Learning meets energy series data: A decentralized collaborative learning design based on blockchain
  7 Jun 2024 0 repositories listed
• 1-D CNN-Based Online Signature Verification with Federated Learning
  6 Jun 2024 0 repositories listed
• Buffered Asynchronous Secure Aggregation for Cross-Device Federated Learning
  5 Jun 2024 0 repositories listed
• Towards Federated Domain Unlearning: Verification Methodologies and Challenges
  5 Jun 2024 0 repositories listed
• A Comparative Study of Sampling Methods with Cross-Validation in the FedHome Framework
  4 Jun 2024 0 repositories listed
• FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning
  4 Jun 2024 0 repositories listed
• Mixed-Precision Federated Learning via Multi-Precision Over-The-Air Aggregation
  4 Jun 2024 0 repositories listed
• One-Shot Federated Learning with Bayesian Pseudocoresets
  4 Jun 2024 0 repositories listed
• Optimal Rates for O(1)-Smooth DP-SCO with a Single Epoch and Large Batches
  4 Jun 2024 0 repositories listed
• Parameterizing Federated Continual Learning for Reproducible Research
  4 Jun 2024 0 repositories listed
• Federated Class-Incremental Learning with Hierarchical Generative Prototypes
  4 Jun 2024 0 repositories listed
• Accelerating Heterogeneous Federated Learning with Closed-form Classifiers
  3 Jun 2024 0 repositories listed
• Asynchronous Byzantine Federated Learning
  3 Jun 2024 0 repositories listed
• Asynchronous Multi-Server Federated Learning for Geo-Distributed Clients
  3 Jun 2024 0 repositories listed
• Cohort Squeeze: Beyond a Single Communication Round per Cohort in Cross-Device Federated Learning
  3 Jun 2024 0 repositories listed
• Efficient Data Distribution Estimation for Accelerated Federated Learning
  3 Jun 2024 0 repositories listed
• FedAdOb: Privacy-Preserving Federated Deep Learning with Adaptive Obfuscation
  3 Jun 2024 0 repositories listed
• Federated Learning-based Collaborative Wideband Spectrum Sensing and Scheduling for UAVs in UTM Systems
  3 Jun 2024 0 repositories listed
• No Vandalism: Privacy-Preserving and Byzantine-Robust Federated Learning
  3 Jun 2024 0 repositories listed
• Local Methods with Adaptivity via Scaling
  2 Jun 2024 0 repositories listed
• FedAST: Federated Asynchronous Simultaneous Training
  1 Jun 2024 0 repositories listed
• Federated Model Heterogeneous Matryoshka Representation Learning
  1 Jun 2024 0 repositories listed
• ACE: A Model Poisoning Attack on Contribution Evaluation Methods in Federated Learning
  31 May 2024 0 repositories listed
• GANcrop: A Contrastive Defense Against Backdoor Attacks in Federated Learning
  31 May 2024 0 repositories listed
• GI-NAS: Boosting Gradient Inversion Attacks through Adaptive Neural Architecture Search
  31 May 2024 0 repositories listed
• Non-Federated Multi-Task Split Learning for Heterogeneous Sources
  31 May 2024 0 repositories listed
• Sparse-ProxSkip: Accelerated Sparse-to-Sparse Training in Federated Learning
  31 May 2024 0 repositories listed
• Selective Knowledge Sharing for Personalized Federated Learning Under Capacity Heterogeneity
  31 May 2024 0 repositories listed
• Sheaf HyperNetworks for Personalized Federated Learning
  31 May 2024 0 repositories listed
• Cross-Training with Multi-View Knowledge Fusion for Heterogenous Federated Learning
  30 May 2024 0 repositories listed
• Enhancing Performance for Highly Imbalanced Medical Data via Data Regularization in a Federated Learning Setting
  30 May 2024 0 repositories listed
• Exploring the Practicality of Federated Learning: A Survey Towards the Communication Perspective
  30 May 2024 0 repositories listed
• Federated and Transfer Learning for Cancer Detection Based on Image Analysis
  30 May 2024 0 repositories listed
• Federated Learning with Multi-resolution Model Broadcast
  30 May 2024 0 repositories listed
• Gradient Inversion of Federated Diffusion Models
  30 May 2024 0 repositories listed
• SPAM: Stochastic Proximal Point Method with Momentum Variance Reduction for Non-convex Cross-Device Federated Learning
  30 May 2024 0 repositories listed
• Block-FeDL: Electric Vehicle Charging Load Forecasting using Federated Learning and Blockchain
  29 May 2024 0 repositories listed
• Enhancing Security and Privacy in Federated Learning using Low-Dimensional Update Representation and Proximity-Based Defense
  29 May 2024 0 repositories listed
• LoByITFL: Low Communication Secure and Private Federated Learning
  29 May 2024 0 repositories listed
• Differentially Private Clustered Federated Learning
  29 May 2024 0 repositories listed
• Optimizing Split Points for Error-Resilient SplitFed Learning
  29 May 2024 0 repositories listed
• An Innovative Networks in Federated Learning
  28 May 2024 0 repositories listed
• Decentralized Directed Collaboration for Personalized Federated Learning
  28 May 2024 0 repositories listed
• FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning
  28 May 2024 0 repositories listed
• Post-Fair Federated Learning: Achieving Group and Community Fairness in Federated Learning via Post-processing
  28 May 2024 0 repositories listed
• Towards Communication-efficient Federated Learning via Sparse and Aligned Adaptive Optimization
  28 May 2024 0 repositories listed
• Efficient Model Compression for Hierarchical Federated Learning
  27 May 2024 0 repositories listed
• Federated Learning with Blockchain-Enhanced Machine Unlearning: A Trustworthy Approach
  27 May 2024 0 repositories listed
• FedHPL: Efficient Heterogeneous Federated Learning with Prompt Tuning and Logit Distillation
  27 May 2024 0 repositories listed
• LabObf: A Label Protection Scheme for Vertical Federated Learning Through Label Obfuscation
  27 May 2024 0 repositories listed
• A Systematic Review of Federated Generative Models
  26 May 2024 0 repositories listed
• Machine learning in business process management: A systematic literature review
  26 May 2024 0 repositories listed
• FedSheafHN: Personalized Federated Learning on Graph-structured Data
  25 May 2024 0 repositories listed
• Secure Hierarchical Federated Learning in Vehicular Networks Using Dynamic Client Selection and Anomaly Detection
  25 May 2024 0 repositories listed
• CAFe: Cost and Age aware Federated Learning
  24 May 2024 0 repositories listed
• Decaf: Data Distribution Decompose Attack against Federated Learning
  24 May 2024 0 repositories listed
• Exploring Age-of-Information Weighting in Federated Learning under Data Heterogeneity
  24 May 2024 0 repositories listed
• FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler
  24 May 2024 0 repositories listed
• Harnessing Increased Client Participation with Cohort-Parallel Federated Learning
  24 May 2024 0 repositories listed
• Towards Client Driven Federated Learning
  24 May 2024 0 repositories listed
• Transformer-based Federated Learning for Multi-Label Remote Sensing Image Classification
  24 May 2024 0 repositories listed
• Adaptive Gradient Clipping for Robust Federated Learning
  23 May 2024 0 repositories listed
• Distributed Continual Learning
  23 May 2024 0 repositories listed
• Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data
  23 May 2024 0 repositories listed
• Federated Online Adaptation for Deep Stereo
  23 May 2024 0 repositories listed
• Towards Privacy-Aware and Personalised Assistive Robots: A User-Centred Approach
  23 May 2024 0 repositories listed
• Worldwide Federated Training of Language Models
  23 May 2024 0 repositories listed
• AdaFedFR: Federated Face Recognition with Adaptive Inter-Class Representation Learning
  22 May 2024 0 repositories listed
• Banded Square Root Matrix Factorization for Differentially Private Model Training
  22 May 2024 0 repositories listed
• CG-FedLLM: How to Compress Gradients in Federated Fune-tuning for Large Language Models
  22 May 2024 0 repositories listed
• Data-Free Federated Class Incremental Learning with Diffusion-Based Generative Memory
  22 May 2024 0 repositories listed
• Diffusion-Based Cloud-Edge-Device Collaborative Learning for Next POI Recommendations
  22 May 2024 0 repositories listed
• Emulating Full Participation: An Effective and Fair Client Selection Strategy for Federated Learning
  22 May 2024 0 repositories listed
• Fair Evaluation of Federated Learning Algorithms for Automated Breast Density Classification: The Results of the 2022 ACR-NCI-NVIDIA Federated Learning Challenge
  22 May 2024 0 repositories listed
• Federated Learning in Healthcare: Model Misconducts, Security, Challenges, Applications, and Future Research Directions -- A Systematic Review
  22 May 2024 0 repositories listed
• Rehearsal-free Federated Domain-incremental Learning
  22 May 2024 0 repositories listed
• Task-agnostic Decision Transformer for Multi-type Agent Control with Federated Split Training
  22 May 2024 0 repositories listed