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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 37 of 68: papers 3,601 to 3,700 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.

• Bayesian Neural Network For Personalized Federated Learning Parameter Selection
  25 Feb 2024 0 repositories listed
• CoDream: Exchanging dreams instead of models for federated aggregation with heterogeneous models
  25 Feb 2024 0 repositories listed
• Distribution-Free Fair Federated Learning with Small Samples
  25 Feb 2024 0 repositories listed
• Trustworthy Personalized Bayesian Federated Learning via Posterior Fine-Tune
  25 Feb 2024 0 repositories listed
• ESFL: Efficient Split Federated Learning over Resource-Constrained Heterogeneous Wireless Devices
  24 Feb 2024 0 repositories listed
• FedMM: Federated Multi-Modal Learning with Modality Heterogeneity in Computational Pathology
  24 Feb 2024 0 repositories listed
• A Bargaining-based Approach for Feature Trading in Vertical Federated Learning
  23 Feb 2024 0 repositories listed
• Chu-ko-nu: A Reliable, Efficient, and Anonymously Authentication-Enabled Realization for Multi-Round Secure Aggregation in Federated Learning
  23 Feb 2024 0 repositories listed
• Convergence Analysis of Split Federated Learning on Heterogeneous Data
  23 Feb 2024 0 repositories listed
• Efficient Unbiased Sparsification
  22 Feb 2024 0 repositories listed
• Federated Neural Graph Databases
  22 Feb 2024 0 repositories listed
• Federated Fairness without Access to Sensitive Groups
  22 Feb 2024 0 repositories listed
• Federated Learning in Genetics: Extended Analysis of Accuracy, Performance and Privacy Trade-offs
  22 Feb 2024 0 repositories listed
• Practical Insights into Knowledge Distillation for Pre-Trained Models
  22 Feb 2024 0 repositories listed
• Privacy-Enhancing Collaborative Information Sharing through Federated Learning -- A Case of the Insurance Industry
  22 Feb 2024 0 repositories listed
• FedADMM-InSa: An Inexact and Self-Adaptive ADMM for Federated Learning
  21 Feb 2024 0 repositories listed
• FGAD: Self-boosted Knowledge Distillation for An Effective Federated Graph Anomaly Detection Framework
  20 Feb 2024 0 repositories listed
• Random Aggregate Beamforming for Over-the-Air Federated Learning in Large-Scale Networks
  20 Feb 2024 0 repositories listed
• Stochastic Approximation Approach to Federated Machine Learning
  20 Feb 2024 0 repositories listed
• Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates
  20 Feb 2024 0 repositories listed
• Federated Bayesian Network Ensembles
  19 Feb 2024 0 repositories listed
• Secure Federated Learning Across Heterogeneous Cloud and High-Performance Computing Resources -- A Case Study on Federated Fine-tuning of LLaMA 2
  19 Feb 2024 0 repositories listed
• Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client Resources
  18 Feb 2024 0 repositories listed
• Poisoning Federated Recommender Systems with Fake Users
  18 Feb 2024 0 repositories listed
• Achieving Linear Speedup in Asynchronous Federated Learning with Heterogeneous Clients
  17 Feb 2024 0 repositories listed
• Enhancing Convergence in Federated Learning: A Contribution-Aware Asynchronous Approach
  16 Feb 2024 0 repositories listed
• Differential Private Federated Transfer Learning for Mental Health Monitoring in Everyday Settings: A Case Study on Stress Detection
  16 Feb 2024 0 repositories listed
• FedD2S: Personalized Data-Free Federated Knowledge Distillation
  16 Feb 2024 0 repositories listed
• A chaotic maps-based privacy-preserving distributed deep learning for incomplete and Non-IID datasets
  15 Feb 2024 0 repositories listed
• A privacy-preserving, distributed and cooperative FCM-based learning approach for cancer research
  15 Feb 2024 0 repositories listed
• Adaptive Federated Learning in Heterogeneous Wireless Networks with Independent Sampling
  15 Feb 2024 0 repositories listed
• An advanced data fabric architecture leveraging homomorphic encryption and federated learning
  15 Feb 2024 0 repositories listed
• Benchmarking federated strategies in Peer-to-Peer Federated learning for biomedical data
  15 Feb 2024 0 repositories listed
• Digital versus Analog Transmissions for Federated Learning over Wireless Networks
  15 Feb 2024 0 repositories listed
• DPBalance: Efficient and Fair Privacy Budget Scheduling for Federated Learning as a Service
  15 Feb 2024 0 repositories listed
• FedAnchor: Enhancing Federated Semi-Supervised Learning with Label Contrastive Loss for Unlabeled Clients
  15 Feb 2024 0 repositories listed
• Federated Prompt-based Decision Transformer for Customized VR Services in Mobile Edge Computing System
  15 Feb 2024 0 repositories listed
• FedRDF: A Robust and Dynamic Aggregation Function against Poisoning Attacks in Federated Learning
  15 Feb 2024 0 repositories listed
• Some Targets Are Harder to Identify than Others: Quantifying the Target-dependent Membership Leakage
  15 Feb 2024 0 repositories listed
• Prompt-based Personalized Federated Learning for Medical Visual Question Answering
  15 Feb 2024 0 repositories listed
• Smart Information Exchange for Unsupervised Federated Learning via Reinforcement Learning
  15 Feb 2024 0 repositories listed
• SusFL: Energy-Aware Federated Learning-based Monitoring for Sustainable Smart Farms
  15 Feb 2024 0 repositories listed
• Exploring Federated Deep Learning for Standardising Naming Conventions in Radiotherapy Data
  14 Feb 2024 0 repositories listed
• Momentum Approximation in Asynchronous Private Federated Learning
  14 Feb 2024 0 repositories listed
• Scheduling for On-Board Federated Learning with Satellite Clusters
  14 Feb 2024 0 repositories listed
• Data Reconstruction Attacks and Defenses: A Systematic Evaluation
  13 Feb 2024 0 repositories listed
• FLASH: Federated Learning Across Simultaneous Heterogeneities
  13 Feb 2024 0 repositories listed
• Bayesian Deep Learning Via Expectation Maximization and Turbo Deep Approximate Message Passing
  12 Feb 2024 0 repositories listed
• Empowering Federated Learning for Massive Models with NVIDIA FLARE
  12 Feb 2024 0 repositories listed
• FedImpro: Measuring and Improving Client Update in Federated Learning
  10 Feb 2024 0 repositories listed
• Hypernetwork-Driven Model Fusion for Federated Domain Generalization
  10 Feb 2024 0 repositories listed
• Asynchronous Diffusion Learning with Agent Subsampling and Local Updates
  8 Feb 2024 0 repositories listed
• Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices
  8 Feb 2024 0 repositories listed
• Flashback: Understanding and Mitigating Forgetting in Federated Learning
  8 Feb 2024 0 repositories listed
• Revisiting Early-Learning Regularization When Federated Learning Meets Noisy Labels
  8 Feb 2024 0 repositories listed
• Version age-based client scheduling policy for federated learning
  8 Feb 2024 0 repositories listed
• Blockchain-enabled Clustered and Scalable Federated Learning (BCS-FL) Framework in UAV Networks
  7 Feb 2024 0 repositories listed
• Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection
  7 Feb 2024 0 repositories listed
• Federated Learning Can Find Friends That Are Advantageous
  7 Feb 2024 0 repositories listed
• Personalized Federated Learning for Statistical Heterogeneity
  7 Feb 2024 0 repositories listed
• The Role of LLMs in Sustainable Smart Cities: Applications, Challenges, and Future Directions
  7 Feb 2024 0 repositories listed
• A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective
  6 Feb 2024 0 repositories listed
• Decentralized Blockchain-based Robust Multi-agent Multi-armed Bandit
  6 Feb 2024 0 repositories listed
• Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression
  6 Feb 2024 0 repositories listed
• Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes
  6 Feb 2024 0 repositories listed
• Resource-Aware Hierarchical Federated Learning in Wireless Video Caching Networks
  6 Feb 2024 0 repositories listed
• Towards Fair, Robust and Efficient Client Contribution Evaluation in Federated Learning
  6 Feb 2024 0 repositories listed
• Exploring Federated Self-Supervised Learning for General Purpose Audio Understanding
  5 Feb 2024 0 repositories listed
• Fairness and Privacy Guarantees in Federated Contextual Bandits
  5 Feb 2024 0 repositories listed
• Federated Learning Priorities Under the European Union Artificial Intelligence Act
  5 Feb 2024 0 repositories listed
• Time-Distributed Backdoor Attacks on Federated Spiking Learning
  5 Feb 2024 0 repositories listed
• Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things
  4 Feb 2024 0 repositories listed
• Federated Learning with Differential Privacy
  3 Feb 2024 0 repositories listed
• Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks
  3 Feb 2024 0 repositories listed
• An Auction-based Marketplace for Model Trading in Federated Learning
  2 Feb 2024 0 repositories listed
• DFML: Decentralized Federated Mutual Learning
  2 Feb 2024 0 repositories listed
• FedShift: Tackling Dual Heterogeneity Problem of Federated Learning via Weight Shift Aggregation
  2 Feb 2024 0 repositories listed
• Parametric Feature Transfer: One-shot Federated Learning with Foundation Models
  2 Feb 2024 0 repositories listed
• Position Paper: Assessing Robustness, Privacy, and Fairness in Federated Learning Integrated with Foundation Models
  2 Feb 2024 0 repositories listed
• Training-time Neuron Alignment through Permutation Subspace for Improving Linear Mode Connectivity and Model Fusion
  2 Feb 2024 0 repositories listed
• Analog-digital Scheduling for Federated Learning: A Communication-Efficient Approach
  1 Feb 2024 0 repositories listed
• Survey of Privacy Threats and Countermeasures in Federated Learning
  1 Feb 2024 0 repositories listed
• CNN-FL for Biotechnology Industry Empowered by Internet-of-BioNano Things and Digital Twins
  31 Jan 2024 0 repositories listed
• Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection
  30 Jan 2024 0 repositories listed
• Rendering Wireless Environments Useful for Gradient Estimators: A Zero-Order Stochastic Federated Learning Method
  30 Jan 2024 0 repositories listed
• Blockchain-enabled Trustworthy Federated Unlearning
  29 Jan 2024 0 repositories listed
• Data and Physics driven Deep Learning Models for Fast MRI Reconstruction: Fundamentals and Methodologies
  29 Jan 2024 0 repositories listed
• FedFair^3: Unlocking Threefold Fairness in Federated Learning
  29 Jan 2024 0 repositories listed
• Rethinking Personalized Federated Learning with Clustering-based Dynamic Graph Propagation
  29 Jan 2024 0 repositories listed
• Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning
  28 Jan 2024 0 repositories listed
• Decentralized Gossip Mutual Learning (GML) for brain tumor segmentation on multi-parametric MRI
  27 Jan 2024 0 repositories listed
• FedGT: Federated Node Classification with Scalable Graph Transformer
  26 Jan 2024 0 repositories listed
• Multi-model learning by sequential reading of untrimmed videos for action recognition
  26 Jan 2024 0 repositories listed
• P3LS: Partial Least Squares under Privacy Preservation
  26 Jan 2024 0 repositories listed
• Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modality
  25 Jan 2024 0 repositories listed
• Decentralized Federated Learning: A Survey on Security and Privacy
  25 Jan 2024 0 repositories listed
• The Risk of Federated Learning to Skew Fine-Tuning Features and Underperform Out-of-Distribution Robustness
  25 Jan 2024 0 repositories listed
• Federated learning with distributed fixed design quantum chips and quantum channels
  24 Jan 2024 0 repositories listed
• How to Collaborate: Towards Maximizing the Generalization Performance in Cross-Silo Federated Learning
  24 Jan 2024 0 repositories listed
• Mitigating System Bias in Resource Constrained Asynchronous Federated Learning Systems
  24 Jan 2024 0 repositories listed