Browse State-of-the-Art › Federated Learning › Papers, page 48

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 48 of 68: papers 4,701 to 4,800 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.

• Vertical Federated Knowledge Transfer via Representation Distillation for Healthcare Collaboration Networks
  11 Feb 2023 0 repositories listed
• Achieving Linear Speedup in Non-IID Federated Bilevel Learning
  10 Feb 2023 0 repositories listed
• Privacy Against Agnostic Inference Attacks in Vertical Federated Learning
  10 Feb 2023 0 repositories listed
• Delay Sensitive Hierarchical Federated Learning with Stochastic Local Updates
  9 Feb 2023 0 repositories listed
• Near-Field Terahertz Communications: Model-Based and Model-Free Channel Estimation
  9 Feb 2023 0 repositories listed
• Towards Fairer and More Efficient Federated Learning via Multidimensional Personalized Edge Models
  9 Feb 2023 0 repositories listed
• Exploratory Analysis of Federated Learning Methods with Differential Privacy on MIMIC-III
  8 Feb 2023 0 repositories listed
• Improving the Model Consistency of Decentralized Federated Learning
  8 Feb 2023 0 repositories listed
• Federated Learning with Regularized Client Participation
  7 Feb 2023 0 repositories listed
• Federated Variational Inference Methods for Structured Latent Variable Models
  7 Feb 2023 0 repositories listed
• Adaptive Parameterization of Deep Learning Models for Federated Learning
  6 Feb 2023 0 repositories listed
• Cross-Fusion Rule for Personalized Federated Learning
  6 Feb 2023 0 repositories listed
• On the Convergence of Federated Averaging with Cyclic Client Participation
  6 Feb 2023 0 repositories listed
• Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey
  6 Feb 2023 0 repositories listed
• z-SignFedAvg: A Unified Stochastic Sign-based Compression for Federated Learning
  6 Feb 2023 0 repositories listed
• Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction
  5 Feb 2023 0 repositories listed
• Digital Over-the-Air Federated Learning in Multi-Antenna Systems
  4 Feb 2023 0 repositories listed
• FedSpectral+: Spectral Clustering using Federated Learning
  4 Feb 2023 0 repositories listed
• GAN-based Vertical Federated Learning for Label Protection in Binary Classification
  4 Feb 2023 0 repositories listed
• Heterogeneous Federated Knowledge Graph Embedding Learning and Unlearning
  4 Feb 2023 0 repositories listed
• Use of Federated Learning and Blockchain towards Securing Financial Services
  4 Feb 2023 0 repositories listed
• Convergence Analysis of Sequential Split Learning on Heterogeneous Data
  3 Feb 2023 0 repositories listed
• GTV: Generating Tabular Data via Vertical Federated Learning
  3 Feb 2023 0 repositories listed
• Vertical Federated Learning: Taxonomies, Threats, and Prospects
  3 Feb 2023 0 repositories listed
• Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy
  2 Feb 2023 0 repositories listed
• Federated Analytics: A survey
  2 Feb 2023 0 repositories listed
• CATFL: Certificateless Authentication-based Trustworthy Federated Learning for 6G Semantic Communications
  1 Feb 2023 0 repositories listed
• Distributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-supervised Learning Approach
  1 Feb 2023 0 repositories listed
• FLSTRA: Federated Learning in Stratosphere
  1 Feb 2023 0 repositories listed
• DoCoFL: Downlink Compression for Cross-Device Federated Learning
  1 Feb 2023 0 repositories listed
• Distributed sequential federated learning
  31 Jan 2023 0 repositories listed
• Truthful Incentive Mechanism for Federated Learning with Crowdsourced Data Labeling
  31 Jan 2023 0 repositories listed
• Federated Learning for Water Consumption Forecasting in Smart Cities
  30 Jan 2023 0 repositories listed
• FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation
  30 Jan 2023 0 repositories listed
• The Fair Value of Data Under Heterogeneous Privacy Constraints in Federated Learning
  30 Jan 2023 0 repositories listed
• Entropy-driven Fair and Effective Federated Learning
  29 Jan 2023 0 repositories listed
• CyclicFL: A Cyclic Model Pre-Training Approach to Efficient Federated Learning
  28 Jan 2023 0 repositories listed
• SplitGNN: Splitting GNN for Node Classification with Heterogeneous Attention
  27 Jan 2023 0 repositories listed
• Uplink Scheduling in Federated Learning: an Importance-Aware Approach via Graph Representation Learning
  27 Jan 2023 0 repositories listed
• Federated Learning over Coupled Graphs
  26 Jan 2023 0 repositories listed
• Interaction-level Membership Inference Attack Against Federated Recommender Systems
  26 Jan 2023 0 repositories listed
• Personalised Federated Learning On Heterogeneous Feature Spaces
  26 Jan 2023 0 repositories listed
• SuperFedNAS: Cost-Efficient Federated Neural Architecture Search for On-Device Inference
  26 Jan 2023 0 repositories listed
• Time-sensitive Learning for Heterogeneous Federated Edge Intelligence
  26 Jan 2023 0 repositories listed
• Integrating Local Real Data with Global Gradient Prototypes for Classifier Re-Balancing in Federated Long-Tailed Learning
  25 Jan 2023 0 repositories listed
• When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning
  25 Jan 2023 0 repositories listed
• PolarAir: A Compressed Sensing Scheme for Over-the-Air Federated Learning
  24 Jan 2023 0 repositories listed
• When does the student surpass the teacher? Federated Semi-supervised Learning with Teacher-Student EMA
  24 Jan 2023 0 repositories listed
• Accelerating Fair Federated Learning: Adaptive Federated Adam
  23 Jan 2023 0 repositories listed
• Backdoor Attacks in Peer-to-Peer Federated Learning
  23 Jan 2023 0 repositories listed
• BayBFed: Bayesian Backdoor Defense for Federated Learning
  23 Jan 2023 0 repositories listed
• Combined Use of Federated Learning and Image Encryption for Privacy-Preserving Image Classification with Vision Transformer
  23 Jan 2023 0 repositories listed
• Federated Sufficient Dimension Reduction Through High-Dimensional Sparse Sliced Inverse Regression
  23 Jan 2023 0 repositories listed
• A Communication-Efficient Adaptive Algorithm for Federated Learning under Cumulative Regret
  21 Jan 2023 0 repositories listed
• How Potent are Evasion Attacks for Poisoning Federated Learning-Based Signal Classifiers?
  21 Jan 2023 0 repositories listed
• The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation
  21 Jan 2023 0 repositories listed
• Remote patient monitoring using artificial intelligence: Current state, applications, and challenges
  19 Jan 2023 0 repositories listed
• Federated Automatic Differentiation
  18 Jan 2023 0 repositories listed
• Robust Knowledge Adaptation for Federated Unsupervised Person ReID
  18 Jan 2023 0 repositories listed
• Convergence of First-Order Algorithms for Meta-Learning with Moreau Envelopes
  17 Jan 2023 0 repositories listed
• FedCliP: Federated Learning with Client Pruning
  17 Jan 2023 0 repositories listed
• SegViz: A federated-learning based framework for multi-organ segmentation on heterogeneous data sets with partial annotations
  17 Jan 2023 0 repositories listed
• HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association
  16 Jan 2023 0 repositories listed
• FedSSC: Shared Supervised-Contrastive Federated Learning
  14 Jan 2023 0 repositories listed
• Poisoning Attacks and Defenses in Federated Learning: A Survey
  14 Jan 2023 0 repositories listed
• Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application
  12 Jan 2023 0 repositories listed
• Jamming Attacks on Decentralized Federated Learning in General Multi-Hop Wireless Networks
  12 Jan 2023 0 repositories listed
• Federated Learning and Blockchain-enabled Fog-IoT Platform for Wearables in Predictive Healthcare
  11 Jan 2023 0 repositories listed
• Network Adaptive Federated Learning: Congestion and Lossy Compression
  11 Jan 2023 0 repositories listed
• Federated Learning for Energy Constrained IoT devices: A systematic mapping study
  9 Jan 2023 0 repositories listed
• Reconstructing Individual Data Points in Federated Learning Hardened with Differential Privacy and Secure Aggregation
  9 Jan 2023 0 repositories listed
• Randomized Block-Coordinate Optimistic Gradient Algorithms for Root-Finding Problems
  8 Jan 2023 0 repositories listed
• AnycostFL: Efficient On-Demand Federated Learning over Heterogeneous Edge Devices
  8 Jan 2023 0 repositories listed
• Learning Personalized Brain Functional Connectivity of MDD Patients from Multiple Sites via Federated Bayesian Networks
  6 Jan 2023 0 repositories listed
• Single-round Self-supervised Distributed Learning using Vision Transformer
  5 Jan 2023 0 repositories listed
• Multi-Task System Identification of Similar Linear Time-Invariant Dynamical Systems
  4 Jan 2023 0 repositories listed
• Distributed Machine Learning for UAV Swarms: Computing, Sensing, and Semantics
  3 Jan 2023 0 repositories listed
• Machine Learning for Large-Scale Optimization in 6G Wireless Networks
  3 Jan 2023 0 repositories listed
• Recent Advances on Federated Learning: A Systematic Survey
  3 Jan 2023 0 repositories listed
• Adaptive Channel Sparsity for Federated Learning Under System Heterogeneity
  1 Jan 2023 0 repositories listed
• Bias-Eliminating Augmentation Learning for Debiased Federated Learning
  1 Jan 2023 0 repositories listed
• Enhancing Privacy Preservation in Federated Learning via Learning Rate Perturbation
  1 Jan 2023 0 repositories listed
• Fairness and Effectiveness in Federated Learning on Non-independent and Identically Distributed Data
  1 Jan 2023 0 repositories listed
• FedPD: Federated Open Set Recognition with Parameter Disentanglement
  1 Jan 2023 0 repositories listed
• FedSeg: Class-Heterogeneous Federated Learning for Semantic Segmentation
  1 Jan 2023 0 repositories listed
• How To Prevent the Poor Performance Clients for Personalized Federated Learning?
  1 Jan 2023 0 repositories listed
• Mutual Information Regularization for Vertical Federated Learning
  1 Jan 2023 0 repositories listed
• Personalized Semantics Excitation for Federated Image Classification
  1 Jan 2023 0 repositories listed
• Reliable and Interpretable Personalized Federated Learning
  1 Jan 2023 0 repositories listed
• SPEFL: Efficient Security and Privacy Enhanced Federated Learning Against Poisoning Attacks
  1 Jan 2023 0 repositories listed
• Workie-Talkie: Accelerating Federated Learning by Overlapping Computing and Communications via Contrastive Regularization
  1 Jan 2023 0 repositories listed
• Deep Hierarchy Quantization Compression algorithm based on Dynamic Sampling
  30 Dec 2022 0 repositories listed
• Characterization of the Global Bias Problem in Aerial Federated Learning
  29 Dec 2022 0 repositories listed
• Federated Multi-Agent Deep Reinforcement Learning Approach via Physics-Informed Reward for Multi-Microgrid Energy Management
  29 Dec 2022 0 repositories listed
• CC-FedAvg: Computationally Customized Federated Averaging
  28 Dec 2022 0 repositories listed
• Proof of Swarm Based Ensemble Learning for Federated Learning Applications
  28 Dec 2022 0 repositories listed
• A Survey on Federated Recommendation Systems
  27 Dec 2022 0 repositories listed
• Democratising Knowledge Representation with BioCypher
  27 Dec 2022 0 repositories listed
• Knowledge-Guided Data-Centric AI in Healthcare: Progress, Shortcomings, and Future Directions
  27 Dec 2022 0 repositories listed
• Social-Aware Clustered Federated Learning with Customized Privacy Preservation
  25 Dec 2022 0 repositories listed