Browse State-of-the-Art › Federated Learning › Papers, page 36

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 36 of 68: papers 3,501 to 3,600 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.

• Differentially Private Online Federated Learning with Correlated Noise
  25 Mar 2024 0 repositories listed
• Distributed collaborative anomalous sound detection by embedding sharing
  25 Mar 2024 0 repositories listed
• FedAC: An Adaptive Clustered Federated Learning Framework for Heterogeneous Data
  25 Mar 2024 0 repositories listed
• FedFixer: Mitigating Heterogeneous Label Noise in Federated Learning
  25 Mar 2024 0 repositories listed
• FLIGAN: Enhancing Federated Learning with Incomplete Data using GAN
  25 Mar 2024 0 repositories listed
• Rethinking the Representation in Federated Unsupervised Learning with Non-IID Data
  25 Mar 2024 0 repositories listed
• A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures
  24 Mar 2024 0 repositories listed
• Heterogeneous Federated Learning with Splited Language Model
  24 Mar 2024 0 repositories listed
• Initialisation and Network Effects in Decentralised Federated Learning
  23 Mar 2024 0 repositories listed
• Adaptive Coded Federated Learning: Privacy Preservation and Straggler Mitigation
  22 Mar 2024 0 repositories listed
• Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization
  22 Mar 2024 0 repositories listed
• Federated Bayesian Deep Learning: The Application of Statistical Aggregation Methods to Bayesian Models
  22 Mar 2024 0 repositories listed
• Advancing IIoT with Over-the-Air Federated Learning: The Role of Iterative Magnitude Pruning
  21 Mar 2024 0 repositories listed
• FedMef: Towards Memory-efficient Federated Dynamic Pruning
  21 Mar 2024 0 repositories listed
• Byzantine-resilient Federated Learning With Adaptivity to Data Heterogeneity
  20 Mar 2024 0 repositories listed
• FedNMUT -- Federated Noisy Model Update Tracking Convergence Analysis
  20 Mar 2024 0 repositories listed
• Leveraging feature communication in federated learning for remote sensing image classification
  20 Mar 2024 0 repositories listed
• AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks
  19 Mar 2024 0 repositories listed
• Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks via Partial Sharing
  19 Mar 2024 0 repositories listed
• Federated Semi-supervised Learning for Medical Image Segmentation with intra-client and inter-client Consistency
  19 Mar 2024 0 repositories listed
• FedSR: A Semi-Decentralized Federated Learning Algorithm for Non-IIDness in IoT System
  19 Mar 2024 0 repositories listed
• Improving LoRA in Privacy-preserving Federated Learning
  18 Mar 2024 0 repositories listed
• KnFu: Effective Knowledge Fusion
  18 Mar 2024 0 repositories listed
• Federated Transfer Learning with Differential Privacy
  17 Mar 2024 0 repositories listed
• Enhancing IoT Security Against DDoS Attacks through Federated Learning
  16 Mar 2024 0 repositories listed
• FAGH: Accelerating Federated Learning with Approximated Global Hessian
  16 Mar 2024 0 repositories listed
• Feature Aggregation with Latent Generative Replay for Federated Continual Learning of Socially Appropriate Robot Behaviours
  16 Mar 2024 0 repositories listed
• FedQNN: Federated Learning using Quantum Neural Networks
  16 Mar 2024 0 repositories listed
• DA-PFL: Dynamic Affinity Aggregation for Personalized Federated Learning
  14 Mar 2024 0 repositories listed
• Defense via Behavior Attestation against Attacks in Connected and Automated Vehicles based Federated Learning Systems
  14 Mar 2024 0 repositories listed
• Empowering Healthcare through Privacy-Preserving MRI Analysis
  14 Mar 2024 0 repositories listed
• Explainable Machine Learning-Based Security and Privacy Protection Framework for Internet of Medical Things Systems
  14 Mar 2024 0 repositories listed
• Fairness-Aware Multi-Server Federated Learning Task Delegation over Wireless Networks
  14 Mar 2024 0 repositories listed
• FedComLoc: Communication-Efficient Distributed Training of Sparse and Quantized Models
  14 Mar 2024 0 repositories listed
• Learning from straggler clients in federated learning
  14 Mar 2024 0 repositories listed
• Metadata-Driven Federated Learning of Connectional Brain Templates in Non-IID Multi-Domain Scenarios
  14 Mar 2024 0 repositories listed
• Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains
  14 Mar 2024 0 repositories listed
• Decoupled Federated Learning on Long-Tailed and Non-IID data with Feature Statistics
  13 Mar 2024 0 repositories listed
• Federated Knowledge Graph Unlearning via Diffusion Model
  13 Mar 2024 0 repositories listed
• MGIC: A Multi-Label Gradient Inversion Attack based on Canny Edge Detection on Federated Learning
  13 Mar 2024 0 repositories listed
• Efficient Language Model Architectures for Differentially Private Federated Learning
  12 Mar 2024 0 repositories listed
• Adaptive Federated Learning Over the Air
  11 Mar 2024 0 repositories listed
• DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning
  11 Mar 2024 0 repositories listed
• Don't Forget What I did?: Assessing Client Contributions in Federated Learning
  11 Mar 2024 0 repositories listed
• Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains
  11 Mar 2024 0 repositories listed
• UAV-Enabled Asynchronous Federated Learning
  11 Mar 2024 0 repositories listed
• Analysis of Total Variation Minimization for Clustered Federated Learning
  10 Mar 2024 0 repositories listed
• Fake or Compromised? Making Sense of Malicious Clients in Federated Learning
  10 Mar 2024 0 repositories listed
• FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning
  10 Mar 2024 0 repositories listed
• Fluent: Round-efficient Secure Aggregation for Private Federated Learning
  10 Mar 2024 0 repositories listed
• Towards Efficient Replay in Federated Incremental Learning
  9 Mar 2024 0 repositories listed
• Federated Learning Method for Preserving Privacy in Face Recognition System
  8 Mar 2024 0 repositories listed
• RIS-empowered Topology Control for Distributed Learning in Urban Air Mobility
  8 Mar 2024 0 repositories listed
• Architectural Blueprint For Heterogeneity-Resilient Federated Learning
  7 Mar 2024 0 repositories listed
• Boosting Fairness and Robustness in Over-the-Air Federated Learning
  7 Mar 2024 0 repositories listed
• FedClust: Optimizing Federated Learning on Non-IID Data through Weight-Driven Client Clustering
  7 Mar 2024 0 repositories listed
• FL-GUARD: A Holistic Framework for Run-Time Detection and Recovery of Negative Federated Learning
  7 Mar 2024 0 repositories listed
• LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression
  7 Mar 2024 0 repositories listed
• On-demand Quantization for Green Federated Generative Diffusion in Mobile Edge Networks
  7 Mar 2024 0 repositories listed
• Decoupled Vertical Federated Learning for Practical Training on Vertically Partitioned Data
  6 Mar 2024 0 repositories listed
• Do You Trust Your Model? Emerging Malware Threats in the Deep Learning Ecosystem
  6 Mar 2024 0 repositories listed
• Many-Objective Multi-Solution Transport
  6 Mar 2024 0 repositories listed
• OCD-FL: A Novel Communication-Efficient Peer Selection-based Decentralized Federated Learning
  6 Mar 2024 0 repositories listed
• SPEAR:Exact Gradient Inversion of Batches in Federated Learning
  6 Mar 2024 0 repositories listed
• Enhancing Security in Federated Learning through Adaptive Consensus-Based Model Update Validation
  5 Mar 2024 0 repositories listed
• Leveraging Federated Learning and Edge Computing for Recommendation Systems within Cloud Computing Networks
  5 Mar 2024 0 repositories listed
• Leveraging Federated Learning for Automatic Detection of Clopidogrel Treatment Failures
  5 Mar 2024 0 repositories listed
• MeanCache: User-Centric Semantic Caching for LLM Web Services
  5 Mar 2024 0 repositories listed
• Rethinking Clustered Federated Learning in NOMA Enhanced Wireless Networks
  5 Mar 2024 0 repositories listed
• Robust Federated Learning Mitigates Client-side Training Data Distribution Inference Attacks
  5 Mar 2024 0 repositories listed
• Towards Robust Federated Learning via Logits Calibration on Non-IID Data
  5 Mar 2024 0 repositories listed
• Training Machine Learning models at the Edge: A Survey
  5 Mar 2024 0 repositories listed
• A Survey on Federated Unlearning: Challenges and Opportunities
  4 Mar 2024 0 repositories listed
• Towards Optimal Customized Architecture for Heterogeneous Federated Learning with Contrastive Cloud-Edge Model Decoupling
  4 Mar 2024 0 repositories listed
• A Comprehensive Survey of Federated Transfer Learning: Challenges, Methods and Applications
  3 Mar 2024 0 repositories listed
• Asyn2F: An Asynchronous Federated Learning Framework with Bidirectional Model Aggregation
  3 Mar 2024 0 repositories listed
• Enhancing Data Provenance and Model Transparency in Federated Learning Systems - A Database Approach
  3 Mar 2024 0 repositories listed
• Partial Federated Learning
  3 Mar 2024 0 repositories listed
• A Hierarchical Federated Learning Approach for the Internet of Things
  3 Mar 2024 0 repositories listed
• Automatic Speech Recognition using Advanced Deep Learning Approaches: A survey
  2 Mar 2024 0 repositories listed
• Defending Against Data Reconstruction Attacks in Federated Learning: An Information Theory Approach
  2 Mar 2024 0 repositories listed
• Cloud-based Federated Learning Framework for MRI Segmentation
  1 Mar 2024 0 repositories listed
• Federated Learning via Lattice Joint Source-Channel Coding
  1 Mar 2024 0 repositories listed
• FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission
  1 Mar 2024 0 repositories listed
• Federated Linear Contextual Bandits with Heterogeneous Clients
  29 Feb 2024 0 repositories listed
• Improving Group Connectivity for Generalization of Federated Deep Learning
  29 Feb 2024 0 repositories listed
• PrivatEyes: Appearance-based Gaze Estimation Using Federated Secure Multi-Party Computation
  29 Feb 2024 0 repositories listed
• RobWE: Robust Watermark Embedding for Personalized Federated Learning Model Ownership Protection
  29 Feb 2024 0 repositories listed
• SPriFed-OMP: A Differentially Private Federated Learning Algorithm for Sparse Basis Recovery
  29 Feb 2024 0 repositories listed
• Auditable Homomorphic-based Decentralized Collaborative AI with Attribute-based Differential Privacy
  28 Feb 2024 0 repositories listed
• Communication Efficient ConFederated Learning: An Event-Triggered SAGA Approach
  28 Feb 2024 0 repositories listed
• Decentralised Traffic Incident Detection via Network Lasso
  28 Feb 2024 0 repositories listed
• Impact of network topology on the performance of Decentralized Federated Learning
  28 Feb 2024 0 repositories listed
• FedBRB: An Effective Solution to the Small-to-Large Scenario in Device-Heterogeneity Federated Learning
  27 Feb 2024 0 repositories listed
• Federated Learning for Estimating Heterogeneous Treatment Effects
  27 Feb 2024 0 repositories listed
• FedUV: Uniformity and Variance for Heterogeneous Federated Learning
  27 Feb 2024 0 repositories listed
• BlockFUL: Enabling Unlearning in Blockchained Federated Learning
  26 Feb 2024 0 repositories listed
• FedReview: A Review Mechanism for Rejecting Poisoned Updates in Federated Learning
  26 Feb 2024 0 repositories listed
• MIP: CLIP-based Image Reconstruction from PEFT Gradients
  26 Feb 2024 0 repositories listed
• Multiple Access in the Era of Distributed Computing and Edge Intelligence
  26 Feb 2024 0 repositories listed