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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 45 of 68: papers 4,401 to 4,500 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.

• FedCSD: A Federated Learning Based Approach for Code-Smell Detection
  31 May 2023 0 repositories listed
• Federated Learning in the Presence of Adversarial Client Unavailability
  31 May 2023 0 repositories listed
• Adaptive Self-Distillation for Minimizing Client Drift in Heterogeneous Federated Learning
  31 May 2023 0 repositories listed
• A Federated Channel Modeling System using Generative Neural Networks
  30 May 2023 0 repositories listed
• Deep Equilibrium Models Meet Federated Learning
  29 May 2023 0 repositories listed
• Partially Personalized Federated Learning: Breaking the Curse of Data Heterogeneity
  29 May 2023 0 repositories listed
• Reducing Communication for Split Learning by Randomized Top-k Sparsification
  29 May 2023 0 repositories listed
• A Meta-learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning
  28 May 2023 0 repositories listed
• Federated Empirical Risk Minimization via Second-Order Method
  27 May 2023 0 repositories listed
• A Framework for Incentivized Collaborative Learning
  26 May 2023 0 repositories listed
• Channel and Gradient-Importance Aware Device Scheduling for Over-the-Air Federated Learning
  26 May 2023 0 repositories listed
• Secure Vertical Federated Learning Under Unreliable Connectivity
  26 May 2023 0 repositories listed
• Distributed Trust Through the Lens of Software Architecture
  25 May 2023 0 repositories listed
• FAVANO: Federated AVeraging with Asynchronous NOdes
  25 May 2023 0 repositories listed
• Federated Composite Saddle Point Optimization
  25 May 2023 0 repositories listed
• Federated Neural Compression Under Heterogeneous Data
  25 May 2023 0 repositories listed
• Incentivizing Honesty among Competitors in Collaborative Learning and Optimization
  25 May 2023 0 repositories listed
• Local SGD Accelerates Convergence by Exploiting Second Order Information of the Loss Function
  24 May 2023 0 repositories listed
• Theoretically Principled Federated Learning for Balancing Privacy and Utility
  24 May 2023 0 repositories listed
• Towards More Suitable Personalization in Federated Learning via Decentralized Partial Model Training
  24 May 2023 0 repositories listed
• Federated Learning Model Aggregation in Heterogenous Aerial and Space Networks
  24 May 2023 0 repositories listed
• Fair Differentially Private Federated Learning Framework
  23 May 2023 0 repositories listed
• Federated Variational Inference: Towards Improved Personalization and Generalization
  23 May 2023 0 repositories listed
• Asynchronous Multi-Model Dynamic Federated Learning over Wireless Networks: Theory, Modeling, and Optimization
  22 May 2023 0 repositories listed
• One-Shot Federated Learning for LEO Constellations that Reduces Convergence Time from Days to 90 Minutes
  21 May 2023 0 repositories listed
• Can Public Large Language Models Help Private Cross-device Federated Learning?
  20 May 2023 0 repositories listed
• Privacy in Multimodal Federated Human Activity Recognition
  20 May 2023 0 repositories listed
• Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models
  19 May 2023 0 repositories listed
• Goal-Oriented Communications in Federated Learning via Feedback on Risk-Averse Participation
  19 May 2023 0 repositories listed
• PS-FedGAN: An Efficient Federated Learning Framework Based on Partially Shared Generative Adversarial Networks For Data Privacy
  19 May 2023 0 repositories listed
• Trustworthy Federated Learning: A Survey
  19 May 2023 0 repositories listed
• V2X-Boosted Federated Learning for Cooperative Intelligent Transportation Systems with Contextual Client Selection
  19 May 2023 0 repositories listed
• Convergence Analysis of Over-the-Air FL with Compression and Power Control via Clipping
  18 May 2023 0 repositories listed
• Efficient Vertical Federated Learning with Secure Aggregation
  18 May 2023 0 repositories listed
• Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages
  18 May 2023 0 repositories listed
• Is Aggregation the Only Choice? Federated Learning via Layer-wise Model Recombination
  18 May 2023 0 repositories listed
• DualFL: A Duality-based Federated Learning Algorithm with Communication Acceleration in the General Convex Regime
  17 May 2023 0 repositories listed
• Faster Federated Learning with Decaying Number of Local SGD Steps
  16 May 2023 0 repositories listed
• Keep It Simple: Fault Tolerance Evaluation of Federated Learning with Unreliable Clients
  16 May 2023 0 repositories listed
• Smart Policy Control for Securing Federated Learning Management System
  16 May 2023 0 repositories listed
• Trustworthy Privacy-preserving Hierarchical Ensemble and Federated Learning in Healthcare 4.0 with Blockchain
  16 May 2023 0 repositories listed
• A novel parameter decoupling approach of personalized federated learning for image analysis
  15 May 2023 0 repositories listed
• Adaptive Federated Pruning in Hierarchical Wireless Networks
  15 May 2023 0 repositories listed
• FedAds: A Benchmark for Privacy-Preserving CVR Estimation with Vertical Federated Learning
  15 May 2023 0 repositories listed
• Federated Learning over Harmonized Data Silos
  15 May 2023 0 repositories listed
• FLARE: Detection and Mitigation of Concept Drift for Federated Learning based IoT Deployments
  15 May 2023 0 repositories listed
• Quadratic Functional Encryption for Secure Training in Vertical Federated Learning
  15 May 2023 0 repositories listed
• A Survey of Federated Evaluation in Federated Learning
  14 May 2023 0 repositories listed
• Privacy-Preserving Taxi-Demand Prediction Using Federated Learning
  14 May 2023 0 repositories listed
• Federated TD Learning over Finite-Rate Erasure Channels: Linear Speedup under Markovian Sampling
  14 May 2023 0 repositories listed
• A Federated Learning-based Industrial Health Prognostics for Heterogeneous Edge Devices using Matched Feature Extraction
  13 May 2023 0 repositories listed
• Network-GIANT: Fully distributed Newton-type optimization via harmonic Hessian consensus
  13 May 2023 0 repositories listed
• Divide-and-Conquer the NAS puzzle in Resource Constrained Federated Learning Systems
  11 May 2023 0 repositories listed
• Multi-Tier Client Selection for Mobile Federated Learning Networks
  11 May 2023 0 repositories listed
• PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training
  11 May 2023 0 repositories listed
• Utility-Maximizing Bidding Strategy for Data Consumers in Auction-based Federated Learning
  11 May 2023 0 repositories listed
• FedSOV: Federated Model Secure Ownership Verification with Unforgeable Signature
  10 May 2023 0 repositories listed
• Self-Supervised Federated Learning for Fast MR Imaging
  10 May 2023 0 repositories listed
• Spectrum Breathing: Protecting Over-the-Air Federated Learning Against Interference
  10 May 2023 0 repositories listed
• FedGT: Identification of Malicious Clients in Federated Learning with Secure Aggregation
  9 May 2023 0 repositories listed
• BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning
  9 May 2023 0 repositories listed
• FedPDD: A Privacy-preserving Double Distillation Framework for Cross-silo Federated Recommendation
  9 May 2023 0 repositories listed
• Collaborative Chinese Text Recognition with Personalized Federated Learning
  9 May 2023 0 repositories listed
• Multi-Tier Hierarchical Federated Learning-assisted NTN for Intelligent IoT Services
  9 May 2023 0 repositories listed
• Survey of Federated Learning Models for Spatial-Temporal Mobility Applications
  9 May 2023 0 repositories listed
• Turning Privacy-preserving Mechanisms against Federated Learning
  9 May 2023 0 repositories listed
• Blockchained Federated Learning for Internet of Things: A Comprehensive Survey
  8 May 2023 0 repositories listed
• Federated Learning in Wireless Networks via Over-the-Air Computations
  8 May 2023 0 repositories listed
• FedHB: Hierarchical Bayesian Federated Learning
  8 May 2023 0 repositories listed
• FedZKP: Federated Model Ownership Verification with Zero-knowledge Proof
  8 May 2023 0 repositories listed
• Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts
  8 May 2023 0 repositories listed
• Towards Achieving Near-optimal Utility for Privacy-Preserving Federated Learning via Data Generation and Parameter Distortion
  7 May 2023 0 repositories listed
• Exploring One-shot Semi-supervised Federated Learning with A Pre-trained Diffusion Model
  6 May 2023 0 repositories listed
• FedNC: A Secure and Efficient Federated Learning Method with Network Coding
  5 May 2023 0 repositories listed
• Now It Sounds Like You: Learning Personalized Vocabulary On Device
  5 May 2023 0 repositories listed
• Over-the-Air Federated Averaging with Limited Power and Privacy Budgets
  5 May 2023 0 repositories listed
• WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval
  5 May 2023 0 repositories listed
• Can Fair Federated Learning reduce the need for Personalisation?
  4 May 2023 0 repositories listed
• Incentivising the federation: gradient-based metrics for data selection and valuation in private decentralised training
  4 May 2023 0 repositories listed
• Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization
  4 May 2023 0 repositories listed
• A Data-Driven Defense against Edge-case Model Poisoning Attacks on Federated Learning
  3 May 2023 0 repositories listed
• LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
  3 May 2023 0 repositories listed
• DABS: Data-Agnostic Backdoor attack at the Server in Federated Learning
  2 May 2023 0 repositories listed
• Efficient Federated Learning with Enhanced Privacy via Lottery Ticket Pruning in Edge Computing
  2 May 2023 0 repositories listed
• Green Federated Learning Over Cloud-RAN with Limited Fronthual Capacity and Quantized Neural Networks
  30 Apr 2023 0 repositories listed
• Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective Federated Learning
  29 Apr 2023 0 repositories listed
• Hierarchical and Decentralised Federated Learning
  28 Apr 2023 0 repositories listed
• Hyperparameter Optimization through Neural Network Partitioning
  28 Apr 2023 0 repositories listed
• Quality-Adaptive Split-Federated Learning for Segmenting Medical Images with Inaccurate Annotations
  28 Apr 2023 0 repositories listed
• Maximizing Model Generalization for Machine Condition Monitoring with Self-Supervised Learning and Federated Learning
  27 Apr 2023 0 repositories listed
• Bayesian Federated Learning: A Survey
  26 Apr 2023 0 repositories listed
• FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models
  26 Apr 2023 0 repositories listed
• Blockchain-based Federated Learning with Secure Aggregation in Trusted Execution Environment for Internet-of-Things
  25 Apr 2023 0 repositories listed
• Mobilizing Personalized Federated Learning in Infrastructure-Less and Heterogeneous Environments via Random Walk Stochastic ADMM
  25 Apr 2023 0 repositories listed
• User-Centric Federated Learning: Trading off Wireless Resources for Personalization
  25 Apr 2023 0 repositories listed
• FedPIDAvg: A PID controller inspired aggregation method for Federated Learning
  24 Apr 2023 0 repositories listed
• More Communication Does Not Result in Smaller Generalization Error in Federated Learning
  24 Apr 2023 0 repositories listed
• Multi-Source to Multi-Target Decentralized Federated Domain Adaptation
  24 Apr 2023 0 repositories listed
• Personalized Federated Learning via Gradient Modulation for Heterogeneous Text Summarization
  23 Apr 2023 0 repositories listed
• Universal Adversarial Backdoor Attacks to Fool Vertical Federated Learning in Cloud-Edge Collaboration
  22 Apr 2023 0 repositories listed