Browse State-of-the-Art › Federated Learning › Papers, page 19

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 19 of 68: papers 1,801 to 1,900 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.

• Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System
  29 Jan 2019 1 repository listed
• SecureBoost: A Lossless Federated Learning Framework
  25 Jan 2019 1 repository listed
• Profit Allocation for Federated Learning
  1 Jan 2019 1 repository listed
• Expanding the Reach of Federated Learning by Reducing Client Resource Requirements
  18 Dec 2018 1 repository listed
• A Hybrid Approach to Privacy-Preserving Federated Learning
  7 Dec 2018 1 repository listed
• Applied Federated Learning: Improving Google Keyboard Query Suggestions
  7 Dec 2018 1 repository listed
• Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning
  3 Dec 2018 1 repository listed
• Split learning for health: Distributed deep learning without sharing raw patient data
  3 Dec 2018 1 repository listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Dancing in the Dark: Private Multi-Party Machine Learning in an Untrusted Setting
  23 Nov 2018 1 repository listed
• Learning Rate Adaptation for Federated and Differentially Private Learning
  11 Sep 2018 1 repository listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Exploiting Unintended Feature Leakage in Collaborative Learning
  10 May 2018 1 repository listed
• Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge
  23 Apr 2018 1 repository listed
• Adaptive Federated Learning in Resource Constrained Edge Computing Systems
  14 Apr 2018 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Federated Meta-Learning with Fast Convergence and Efficient Communication
  22 Feb 2018 1 repository listed
• Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning
  24 Feb 2017 1 repository listed
• A Distributed Generative AI Approach for Heterogeneous Multi-Domain Environments under Data Sharing constraints
  17 Jul 2025 0 repositories listed
• Federated Learning for Commercial Image Sources
  17 Jul 2025 0 repositories listed
• FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient
  17 Jul 2025 0 repositories listed
• A Bayesian Incentive Mechanism for Poison-Resilient Federated Learning
  16 Jul 2025 0 repositories listed
• A Privacy-Preserving Framework for Advertising Personalization Incorporating Federated Learning and Differential Privacy
  16 Jul 2025 0 repositories listed
• Federated Learning in Open- and Closed-Loop EMG Decoding: A Privacy and Performance Perspective
  16 Jul 2025 0 repositories listed
• Safeguarding Federated Learning-based Road Condition Classification
  16 Jul 2025 0 repositories listed
• Self-Adaptive and Robust Federated Spectrum Sensing without Benign Majority for Cellular Networks
  16 Jul 2025 0 repositories listed
• Site-Level Fine-Tuning with Progressive Layer Freezing: Towards Robust Prediction of Bronchopulmonary Dysplasia from Day-1 Chest Radiographs in Extremely Preterm Infants
  16 Jul 2025 0 repositories listed
• D3FL: Data Distribution and Detrending for Robust Federated Learning in Non-linear Time-series Data
  15 Jul 2025 0 repositories listed
• Quantized Rank Reduction: A Communications-Efficient Federated Learning Scheme for Network-Critical Applications
  15 Jul 2025 0 repositories listed
• Sporadic Federated Learning Approach in Quantum Environment to Tackle Quantum Noise
  15 Jul 2025 0 repositories listed
• ZKP-FedEval: Verifiable and Privacy-Preserving Federated Evaluation using Zero-Knowledge Proofs
  15 Jul 2025 0 repositories listed
• Convergence of Agnostic Federated Averaging
  14 Jul 2025 0 repositories listed
• Efficient Federated Learning with Heterogeneous Data and Adaptive Dropout
  14 Jul 2025 0 repositories listed
• Feature Distillation is the Better Choice for Model-Heterogeneous Federated Learning
  14 Jul 2025 0 repositories listed
• MTF-Grasp: A Multi-tier Federated Learning Approach for Robotic Grasping
  14 Jul 2025 0 repositories listed
• Privacy-Preserving Multi-Stage Fall Detection Framework with Semi-supervised Federated Learning and Robotic Vision Confirmation
  14 Jul 2025 0 repositories listed
• DRAGD: A Federated Unlearning Data Reconstruction Attack Based on Gradient Differences
  13 Jul 2025 0 repositories listed
• Federated Learning with Graph-Based Aggregation for Traffic Forecasting
  13 Jul 2025 0 repositories listed
• FedGSCA: Medical Federated Learning with Global Sample Selector and Client Adaptive Adjuster under Label Noise
  13 Jul 2025 0 repositories listed
• Lightweight Federated Learning over Wireless Edge Networks
  13 Jul 2025 0 repositories listed
• Model Parallelism With Subnetwork Data Parallelism
  11 Jul 2025 0 repositories listed
• SFedKD: Sequential Federated Learning with Discrepancy-Aware Multi-Teacher Knowledge Distillation
  11 Jul 2025 0 repositories listed
• Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift
  11 Jul 2025 0 repositories listed
• HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric
  10 Jul 2025 0 repositories listed
• Quantum Federated Learning for Multimodal Data: A Modality-Agnostic Approach
  10 Jul 2025 0 repositories listed
• Sparse Self-Federated Learning for Energy Efficient Cooperative Intelligence in Society 5.0
  10 Jul 2025 0 repositories listed
• Communication-Efficient Module-Wise Federated Learning for Grasp Pose Detection in Cluttered Environments
  8 Jul 2025 0 repositories listed
• Efficient Federated Learning with Timely Update Dissemination
  8 Jul 2025 0 repositories listed
• Efficient Training of Large-Scale AI Models Through Federated Mixture-of-Experts: A System-Level Approach
  8 Jul 2025 0 repositories listed
• A Federated Learning-based Lightweight Network with Zero Trust for UAV Authentication
  7 Jul 2025 0 repositories listed
• Kalman Filter Aided Federated Koopman Learning
  7 Jul 2025 0 repositories listed
• Communication Efficient, Differentially Private Distributed Optimization using Correlation-Aware Sketching
  4 Jul 2025 0 repositories listed
• Federated Learning for ICD Classification with Lightweight Models and Pretrained Embeddings
  3 Jul 2025 0 repositories listed
• Fluid Democracy in Federated Data Aggregation
  3 Jul 2025 0 repositories listed
• VeFIA: An Efficient Inference Auditing Framework for Vertical Federated Collaborative Software
  3 Jul 2025 0 repositories listed
• A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning
  2 Jul 2025 0 repositories listed
• An Information-Theoretic Analysis for Federated Learning under Concept Drift
  26 Jun 2025 0 repositories listed
• FeDa4Fair: Client-Level Federated Datasets for Fairness Evaluation
  26 Jun 2025 0 repositories listed
• FedDAA: Dynamic Client Clustering for Concept Drift Adaptation in Federated Learning
  26 Jun 2025 0 repositories listed
• Personalized Federated Learning via Dual-Prompt Optimization and Cross Fusion
  26 Jun 2025 0 repositories listed
• Collaborative Batch Size Optimization for Federated Learning
  25 Jun 2025 0 repositories listed
• Distilling A Universal Expert from Clustered Federated Learning
  25 Jun 2025 0 repositories listed
• Efficient Federated Learning with Encrypted Data Sharing for Data-Heterogeneous Edge Devices
  25 Jun 2025 0 repositories listed
• Empowering Digital Agriculture: A Privacy-Preserving Framework for Data Sharing and Collaborative Research
  25 Jun 2025 0 repositories listed
• Hear No Evil: Detecting Gradient Leakage by Malicious Servers in Federated Learning
  25 Jun 2025 0 repositories listed
• WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning
  25 Jun 2025 0 repositories listed
• Behavioral Anomaly Detection in Distributed Systems via Federated Contrastive Learning
  24 Jun 2025 0 repositories listed
• Network Structures as an Attack Surface: Topology-Based Privacy Leakage in Federated Learning
  24 Jun 2025 0 repositories listed
• Neural Collapse based Deep Supervised Federated Learning for Signal Detection in OFDM Systems
  24 Jun 2025 0 repositories listed
• New Insights on Unfolding and Fine-tuning Quantum Federated Learning
  24 Jun 2025 0 repositories listed
• Private Model Personalization Revisited
  24 Jun 2025 0 repositories listed
• Progressive Size-Adaptive Federated Learning: A Comprehensive Framework for Heterogeneous Multi-Modal Data Systems
  24 Jun 2025 0 repositories listed
• RepuNet: A Reputation System for Mitigating Malicious Clients in DFL
  24 Jun 2025 0 repositories listed
• Federated Learning from Molecules to Processes: A Perspective
  23 Jun 2025 0 repositories listed
• GradualDiff-Fed: A Federated Learning Specialized Framework for Large Language Model
  23 Jun 2025 0 repositories listed
• Federated Learning-Based Data Collaboration Method for Enhancing Edge Cloud AI System Security Using Large Language Models
  22 Jun 2025 0 repositories listed
• AdRo-FL: Informed and Secure Client Selection for Federated Learning in the Presence of Adversarial Aggregator
  21 Jun 2025 0 repositories listed
• Client Selection Strategies for Federated Semantic Communications in Heterogeneous IoT Networks
  20 Jun 2025 0 repositories listed
• Incentivizing High-quality Participation From Federated Learning Agents
  20 Jun 2025 0 repositories listed
• Adaptive Social Metaverse Streaming based on Federated Multi-Agent Deep Reinforcement Learning
  19 Jun 2025 0 repositories listed
• Leveraging Optimal Transport for Distributed Two-Sample Testing: An Integrated Transportation Distance-based Framework
  19 Jun 2025 0 repositories listed
• Accessible Gesture-Driven Augmented Reality Interaction System
  18 Jun 2025 0 repositories listed
• Centroid Approximation for Byzantine-Tolerant Federated Learning
  18 Jun 2025 0 repositories listed
• Federated Learning for MRI-based BrainAGE: a multicenter study on post-stroke functional outcome prediction
  18 Jun 2025 0 repositories listed
• FedWSIDD: Federated Whole Slide Image Classification via Dataset Distillation
  18 Jun 2025 0 repositories listed
• PNCS:Power-Norm Cosine Similarity for Diverse Client Selection in Federated Learning
  18 Jun 2025 0 repositories listed
• A Comprehensive Survey on Underwater Acoustic Target Positioning and Tracking: Progress, Challenges, and Perspectives
  17 Jun 2025 0 repositories listed
• Convergence-Privacy-Fairness Trade-Off in Personalized Federated Learning
  17 Jun 2025 0 repositories listed
• Event-Driven Online Vertical Federated Learning
  17 Jun 2025 0 repositories listed
• Knowledge Adaptation as Posterior Correction
  17 Jun 2025 0 repositories listed
• Perfect Privacy for Discriminator-Based Byzantine-Resilient Federated Learning
  16 Jun 2025 0 repositories listed
• Theoretically Unmasking Inference Attacks Against LDP-Protected Clients in Federated Vision Models
  16 Jun 2025 0 repositories listed
• AFBS:Buffer Gradient Selection in Semi-asynchronous Federated Learning
  15 Jun 2025 0 repositories listed
• Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It?
  15 Jun 2025 0 repositories listed
• Leveraging MIMIC Datasets for Better Digital Health: A Review on Open Problems, Progress Highlights, and Future Promises
  15 Jun 2025 0 repositories listed
• Privacy-Preserving Federated Learning against Malicious Clients Based on Verifiable Functional Encryption
  15 Jun 2025 0 repositories listed
• Optimizing Federated Learning using Remote Embeddings for Graph Neural Networks
  14 Jun 2025 0 repositories listed
• SPIRE: Conditional Personalization for Federated Diffusion Generative Models
  14 Jun 2025 0 repositories listed
• Byzantine Outside, Curious Inside: Reconstructing Data Through Malicious Updates
  13 Jun 2025 0 repositories listed
• FedNano: Toward Lightweight Federated Tuning for Pretrained Multimodal Large Language Models
  12 Jun 2025 0 repositories listed
• A new type of federated clustering: A non-model-sharing approach
  11 Jun 2025 0 repositories listed
• A Survey on the Role of Artificial Intelligence and Machine Learning in 6G-V2X Applications
  11 Jun 2025 0 repositories listed
• A Weighted Loss Approach to Robust Federated Learning under Data Heterogeneity
  11 Jun 2025 0 repositories listed

Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.