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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 31 of 68: papers 3,001 to 3,100 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.

• Understanding Data Reconstruction Leakage in Federated Learning from a Theoretical Perspective
  22 Aug 2024 0 repositories listed
• Weight Scope Alignment: A Frustratingly Easy Method for Model Merging
  22 Aug 2024 0 repositories listed
• Federated Diabetes Prediction in Canadian Adults Using Real-world Cross-Province Primary Care Data
  21 Aug 2024 0 repositories listed
• Federated Learning Approach to Mitigate Water Wastage
  21 Aug 2024 0 repositories listed
• FedMoE: Personalized Federated Learning via Heterogeneous Mixture of Experts
  21 Aug 2024 0 repositories listed
• The Key of Parameter Skew in Federated Learning
  21 Aug 2024 0 repositories listed
• Federated Clustering: An Unsupervised Cluster-Wise Training for Decentralized Data Distributions
  20 Aug 2024 0 repositories listed
• Federated Learning of Large ASR Models in the Real World
  19 Aug 2024 0 repositories listed
• Parameter-Efficient Transfer Learning under Federated Learning for Automatic Speech Recognition
  19 Aug 2024 0 repositories listed
• Sequential Federated Learning in Hierarchical Architecture on Non-IID Datasets
  19 Aug 2024 0 repositories listed
• Towards Robust Federated Image Classification: An Empirical Study of Weight Selection Strategies in Manufacturing
  19 Aug 2024 0 repositories listed
• Addressing Heterogeneity in Federated Learning: Challenges and Solutions for a Shared Production Environment
  18 Aug 2024 0 repositories listed
• Byzantine-resilient Federated Learning Employing Normalized Gradients on Non-IID Datasets
  18 Aug 2024 0 repositories listed
• Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-training
  18 Aug 2024 0 repositories listed
• Seamless Integration: Sampling Strategies in Federated Learning Systems
  18 Aug 2024 0 repositories listed
• FedKBP: Federated dose prediction framework for knowledge-based planning in radiation therapy
  17 Aug 2024 0 repositories listed
• Twin Sorting Dynamic Programming Assisted User Association and Wireless Bandwidth Allocation for Hierarchical Federated Learning
  17 Aug 2024 0 repositories listed
• A Hassle-free Algorithm for Private Learning in Practice: Don't Use Tree Aggregation, Use BLTs
  16 Aug 2024 0 repositories listed
• A Multivocal Literature Review on Privacy and Fairness in Federated Learning
  16 Aug 2024 0 repositories listed
• Enhancing Object Detection with Hybrid dataset in Manufacturing Environments: Comparing Federated Learning to Conventional Techniques
  16 Aug 2024 0 repositories listed
• Mitigating Backdoor Attacks in Federated Learning via Flipping Weight Updates of Low-Activation Input Neurons
  16 Aug 2024 0 repositories listed
• RBLA: Rank-Based-LoRA-Aggregation for Fine-tuning Heterogeneous Models in FLaaS
  16 Aug 2024 0 repositories listed
• The Power of Bias: Optimizing Client Selection in Federated Learning with Heterogeneous Differential Privacy
  16 Aug 2024 0 repositories listed
• Addressing Skewed Heterogeneity via Federated Prototype Rectification with Personalization
  15 Aug 2024 0 repositories listed
• Communication-robust and Privacy-safe Distributed Estimation for Heterogeneous Community-level Behind-the-meter Solar Power Generation
  15 Aug 2024 0 repositories listed
• Federated Sequence-to-Sequence Learning for Load Disaggregation from Unbalanced Low-Resolution Smart Meter Data
  15 Aug 2024 0 repositories listed
• Random Gradient Masking as a Defensive Measure to Deep Leakage in Federated Learning
  15 Aug 2024 0 repositories listed
• Enhancing Equitable Access to AI in Housing and Homelessness System of Care through Federated Learning
  14 Aug 2024 0 repositories listed
• FedQUIT: On-Device Federated Unlearning via a Quasi-Competent Virtual Teacher
  14 Aug 2024 0 repositories listed
• An Adaptive Differential Privacy Method Based on Federated Learning
  13 Aug 2024 0 repositories listed
• Heterogeneity: An Open Challenge for Federated On-board Machine Learning
  13 Aug 2024 0 repositories listed
• Meta-Learning for Federated Face Recognition in Imbalanced Data Regimes
  13 Aug 2024 0 repositories listed
• Prioritizing Modalities: Flexible Importance Scheduling in Federated Multimodal Learning
  13 Aug 2024 0 repositories listed
• Decentralized Health Intelligence Network (DHIN)
  12 Aug 2024 0 repositories listed
• Online-Score-Aided Federated Learning: Taming the Resource Constraints in Wireless Networks
  12 Aug 2024 0 repositories listed
• Efficient Federated Learning Using Dynamic Update and Adaptive Pruning with Momentum on Shared Server Data
  11 Aug 2024 0 repositories listed
• On the Convergence of a Federated Expectation-Maximization Algorithm
  11 Aug 2024 0 repositories listed
• Personalized Federated Learning for improving radar based precipitation nowcasting on heterogeneous areas
  11 Aug 2024 0 repositories listed
• Federated Smoothing Proximal Gradient for Quantile Regression with Non-Convex Penalties
  10 Aug 2024 0 repositories listed
• FedRobo: Federated Learning Driven Autonomous Inter Robots Communication For Optimal Chemical Sprays
  10 Aug 2024 0 repositories listed
• Federated Hypergraph Learning: Hyperedge Completion with Local Differential Privacy
  9 Aug 2024 0 repositories listed
• Privacy-Preserved Taxi Demand Prediction System Utilizing Distributed Data
  9 Aug 2024 0 repositories listed
• Advancing oncology with federated learning: transcending boundaries in breast, lung, and prostate cancer. A systematic review
  8 Aug 2024 0 repositories listed
• FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data
  8 Aug 2024 0 repositories listed
• Federated Cubic Regularized Newton Learning with Sparsification-amplified Differential Privacy
  8 Aug 2024 0 repositories listed
• Overlay-based Decentralized Federated Learning in Bandwidth-limited Networks
  8 Aug 2024 0 repositories listed
• SocFedGPT: Federated GPT-based Adaptive Content Filtering System Leveraging User Interactions in Social Networks
  7 Aug 2024 0 repositories listed
• Federated Learning Architectures: A Performance Evaluation with Crop Yield Prediction Application
  6 Aug 2024 0 repositories listed
• FLASH: Federated Learning-Based LLMs for Advanced Query Processing in Social Networks through RAG
  6 Aug 2024 0 repositories listed
• Strategic Federated Learning: Application to Smart Meter Data Clustering
  5 Aug 2024 0 repositories listed
• Mitigating Malicious Attacks in Federated Learning via Confidence-aware Defense
  5 Aug 2024 0 repositories listed
• Personalized Federated Learning on Heterogeneous and Long-Tailed Data via Expert Collaborative Learning
  4 Aug 2024 0 repositories listed
• Model Hijacking Attack in Federated Learning
  4 Aug 2024 0 repositories listed
• TreeCSS: An Efficient Framework for Vertical Federated Learning
  3 Aug 2024 0 repositories listed
• Joint Model Pruning and Resource Allocation for Wireless Time-triggered Federated Learning
  3 Aug 2024 0 repositories listed
• Load Balancing in Federated Learning
  1 Aug 2024 0 repositories listed
• Mobility-Aware Federated Self-supervised Learning in Vehicular Network
  1 Aug 2024 0 repositories listed
• FedBChain: A Blockchain-enabled Federated Learning Framework for Improving DeepConvLSTM with Comparative Strategy Insights
  31 Jul 2024 0 repositories listed
• FSSC: Federated Learning of Transformer Neural Networks for Semantic Image Communication
  31 Jul 2024 0 repositories listed
• Algorithms for Collaborative Machine Learning under Statistical Heterogeneity
  31 Jul 2024 0 repositories listed
• CELLM: An Efficient Communication in Large Language Models Training for Federated Learning
  30 Jul 2024 0 repositories listed
• Federated Knowledge Recycling: Privacy-Preserving Synthetic Data Sharing
  30 Jul 2024 0 repositories listed
• FedDEO: Description-Enhanced One-Shot Federated Learning with Diffusion Models
  29 Jul 2024 0 repositories listed
• Federated Learning based Latent Factorization of Tensors for Privacy-Preserving QoS Prediction
  29 Jul 2024 0 repositories listed
• Reputation-Driven Asynchronous Federated Learning for Enhanced Trajectory Prediction with Blockchain
  28 Jul 2024 0 repositories listed
• A collaborative ensemble construction method for federated random forest
  27 Jul 2024 0 repositories listed
• Friends in Unexpected Places: Enhancing Local Fairness in Federated Learning through Clustering
  27 Jul 2024 0 repositories listed
• On Using Secure Aggregation in Differentially Private Federated Learning with Multiple Local Steps
  27 Jul 2024 0 repositories listed
• Reducing Spurious Correlation for Federated Domain Generalization
  27 Jul 2024 0 repositories listed
• Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated Learning
  26 Jul 2024 0 repositories listed
• FedAR: Addressing Client Unavailability in Federated Learning with Local Update Approximation and Rectification
  26 Jul 2024 0 repositories listed
• FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction
  26 Jul 2024 0 repositories listed
• FLUE: Federated Learning with Un-Encrypted model weights
  26 Jul 2024 0 repositories listed
• Generative AI like ChatGPT in Blockchain Federated Learning: use cases, opportunities and future
  25 Jul 2024 0 repositories listed
• HF-Fed: Hierarchical based customized Federated Learning Framework for X-Ray Imaging
  25 Jul 2024 0 repositories listed
• Lightweight Industrial Cohorted Federated Learning for Heterogeneous Assets
  25 Jul 2024 0 repositories listed
• Privacy Threats and Countermeasures in Federated Learning for Internet of Things: A Systematic Review
  25 Jul 2024 0 repositories listed
• SCALE: Self-regulated Clustered federAted LEarning in a Homogeneous Environment
  25 Jul 2024 0 repositories listed
• Sparse Incremental Aggregation in Multi-Hop Federated Learning
  25 Jul 2024 0 repositories listed
• A Hybrid Federated Kernel Regularized Least Squares Algorithm
  24 Jul 2024 0 repositories listed
• Federated Automatic Latent Variable Selection in Multi-output Gaussian Processes
  24 Jul 2024 0 repositories listed
• SFPrompt: Communication-Efficient Split Federated Fine-Tuning for Large Pre-Trained Models over Resource-Limited Devices
  24 Jul 2024 0 repositories listed
• Spiking Neural Networks in Vertical Federated Learning: Performance Trade-offs
  24 Jul 2024 0 repositories listed
• Federated Learning for Face Recognition via Intra-subject Self-supervised Learning
  23 Jul 2024 0 repositories listed
• Tackling Feature-Classifier Mismatch in Federated Learning via Prompt-Driven Feature Transformation
  23 Jul 2024 0 repositories listed
• Theoretical Analysis of Privacy Leakage in Trustworthy Federated Learning: A Perspective from Linear Algebra and Optimization Theory
  23 Jul 2024 0 repositories listed
• A Life-long Learning Intrusion Detection System for 6G-Enabled IoV
  22 Jul 2024 0 repositories listed
• A New Theoretical Perspective on Data Heterogeneity in Federated Optimization
  22 Jul 2024 0 repositories listed
• Poisoning with A Pill: Circumventing Detection in Federated Learning
  22 Jul 2024 0 repositories listed
• Resource-Efficient Federated Multimodal Learning via Layer-wise and Progressive Training
  22 Jul 2024 0 repositories listed
• The Diversity Bonus: Learning from Dissimilar Distributed Clients in Personalized Federated Learning
  22 Jul 2024 0 repositories listed
• Privacy-Preserving Multi-Center Differential Protein Abundance Analysis with FedProt
  21 Jul 2024 0 repositories listed
• Addressing Data Heterogeneity in Federated Learning of Cox Proportional Hazards Models
  20 Jul 2024 0 repositories listed
• Decentralized Federated Anomaly Detection in Smart Grids: A P2P Gossip Approach
  20 Jul 2024 0 repositories listed
• FedPartWhole: Federated domain generalization via consistent part-whole hierarchies
  20 Jul 2024 0 repositories listed
• Universal Medical Imaging Model for Domain Generalization with Data Privacy
  20 Jul 2024 0 repositories listed
• Where is the Testbed for my Federated Learning Research?
  19 Jul 2024 0 repositories listed
• Privacy-preserving gradient-based fair federated learning
  18 Jul 2024 0 repositories listed
• CDFL: Efficient Federated Human Activity Recognition using Contrastive Learning and Deep Clustering
  17 Jul 2024 0 repositories listed
• Comparing Federated Stochastic Gradient Descent and Federated Averaging for Predicting Hospital Length of Stay
  17 Jul 2024 0 repositories listed