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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 23 of 68: papers 2,201 to 2,300 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.

• Social Network User Profiling for Anomaly Detection Based on Graph Neural Networks
  25 Mar 2025 0 repositories listed
• Byzantine-Resilient Over-the-Air Federated Learning under Zero-Trust Architecture
  24 Mar 2025 0 repositories listed
• Distributionally Robust Federated Learning: An ADMM Algorithm
  24 Mar 2025 0 repositories listed
• Streaming Federated Learning with Markovian Data
  24 Mar 2025 0 repositories listed
• FedSKD: Aggregation-free Model-heterogeneous Federated Learning using Multi-dimensional Similarity Knowledge Distillation
  23 Mar 2025 0 repositories listed
• A Thorough Assessment of the Non-IID Data Impact in Federated Learning
  21 Mar 2025 0 repositories listed
• Communication Efficient Federated Learning with Linear Convergence on Heterogeneous Data
  20 Mar 2025 0 repositories listed
• Empirical Analysis of Privacy-Fairness-Accuracy Trade-offs in Federated Learning: A Step Towards Responsible AI
  20 Mar 2025 0 repositories listed
• Energy-Efficient Federated Learning and Migration in Digital Twin Edge Networks
  20 Mar 2025 0 repositories listed
• Fed-NDIF: A Noise-Embedded Federated Diffusion Model For Low-Count Whole-Body PET Denoising
  20 Mar 2025 0 repositories listed
• FedSAF: A Federated Learning Framework for Enhanced Gastric Cancer Detection and Privacy Preservation
  20 Mar 2025 0 repositories listed
• RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility in Autonomous Vehicles
  20 Mar 2025 0 repositories listed
• A Comprehensive Survey on Architectural Advances in Deep CNNs: Challenges, Applications, and Emerging Research Directions
  19 Mar 2025 0 repositories listed
• Advancing Deep Learning through Probability Engineering: A Pragmatic Paradigm for Modern AI
  19 Mar 2025 0 repositories listed
• Defending Against Gradient Inversion Attacks for Biomedical Images via Learnable Data Perturbation
  19 Mar 2025 0 repositories listed
• FedBEns: One-Shot Federated Learning based on Bayesian Ensemble
  19 Mar 2025 0 repositories listed
• Federated Continual 3D Segmentation With Single-round Communication
  19 Mar 2025 0 repositories listed
• FedSCA: Federated Tuning with Similarity-guided Collaborative Aggregation for Heterogeneous Medical Image Segmentation
  19 Mar 2025 0 repositories listed
• Online federated learning framework for classification
  19 Mar 2025 0 repositories listed
• pFedFair: Towards Optimal Group Fairness-Accuracy Trade-off in Heterogeneous Federated Learning
  19 Mar 2025 0 repositories listed
• RAG-based User Profiling for Precision Planning in Mixed-precision Over-the-Air Federated Learning
  19 Mar 2025 0 repositories listed
• Reducing Communication Overhead in Federated Learning for Network Anomaly Detection with Adaptive Client Selection
  19 Mar 2025 0 repositories listed
• Advanced Relay-Based Collaborative Framework for Optimizing Synchronization in Split Federated Learning over Wireless Networks
  18 Mar 2025 0 repositories listed
• Semantic Communication in Dynamic Channel Scenarios: Collaborative Optimization of Dual-Pipeline Joint Source-Channel Coding and Personalized Federated Learning
  18 Mar 2025 0 repositories listed
• Technical Report: Aggregation on Learnable Manifolds for Asynchronous Federated Optimization
  18 Mar 2025 0 repositories listed
• Trading-off Accuracy and Communication Cost in Federated Learning
  18 Mar 2025 0 repositories listed
• Zero-Knowledge Federated Learning: A New Trustworthy and Privacy-Preserving Distributed Learning Paradigm
  18 Mar 2025 0 repositories listed
• A Linearized Alternating Direction Multiplier Method for Federated Matrix Completion Problems
  17 Mar 2025 0 repositories listed
• Fed-Joint: Joint Modeling of Nonlinear Degradation Signals and Failure Events for Remaining Useful Life Prediction using Federated Learning
  17 Mar 2025 0 repositories listed
• Federated Continual Instruction Tuning
  17 Mar 2025 0 repositories listed Syntology 7 ran (of which 7 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified; every one of the 7 samples that ran constructed an object rather than computing a result (of 12 harvested samples)
• Federated Learning with Domain Shift Eraser
  17 Mar 2025 0 repositories listed
• Federated Mixture-of-Expert for Non-Overlapped Cross-Domain Sequential Recommendation
  17 Mar 2025 0 repositories listed
• Enhancing Visual Representation with Textual Semantics: Textual Semantics-Powered Prototypes for Heterogeneous Federated Learning
  16 Mar 2025 0 repositories listed
• FedGAI: Federated Style Learning with Cloud-Edge Collaboration for Generative AI in Fashion Design
  16 Mar 2025 0 repositories listed
• Towards Privacy-Preserving Data-Driven Education: The Potential of Federated Learning
  16 Mar 2025 0 repositories listed
• XAI-Driven Client Selection for Federated Learning in Scalable 6G Network Slicing
  16 Mar 2025 0 repositories listed
• PA-CFL: Privacy-Adaptive Clustered Federated Learning for Transformer-Based Sales Forecasting on Heterogeneous Retail Data
  15 Mar 2025 0 repositories listed
• A State Alignment-Centric Approach to Federated System Identification: The FedAlign Framework
  15 Mar 2025 0 repositories listed
• Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective
  15 Mar 2025 0 repositories listed
• FedTilt: Towards Multi-Level Fairness-Preserving and Robust Federated Learning
  15 Mar 2025 0 repositories listed
• Research on Large Language Model Cross-Cloud Privacy Protection and Collaborative Training based on Federated Learning
  15 Mar 2025 0 repositories listed
• Enabling Weak Client Participation via On-device Knowledge Distillation in Heterogenous Federated Learning
  14 Mar 2025 0 repositories listed
• Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection
  14 Mar 2025 0 repositories listed
• Federated Learning for Secure and Efficient Device Activity Detection in mMTC Networks
  14 Mar 2025 0 repositories listed
• FedOSAA: Improving Federated Learning with One-Step Anderson Acceleration
  14 Mar 2025 0 repositories listed
• Layer-wise Update Aggregation with Recycling for Communication-Efficient Federated Learning
  14 Mar 2025 0 repositories listed
• Performance Analysis of Decentralized Federated Learning Deployments
  14 Mar 2025 0 repositories listed
• PREAMBLE: Private and Efficient Aggregation of Block Sparse Vectors and Applications
  14 Mar 2025 0 repositories listed
• A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification
  13 Mar 2025 0 repositories listed
• Byzantine-Resilient Federated Learning via Distributed Optimization
  13 Mar 2025 0 repositories listed
• dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis
  13 Mar 2025 0 repositories listed
• FedPCA: Noise-Robust Fair Federated Learning via Performance-Capacity Analysis
  13 Mar 2025 0 repositories listed
• Moss: Proxy Model-based Full-Weight Aggregation in Federated Learning with Heterogeneous Models
  13 Mar 2025 0 repositories listed
• One-Shot Federated Unsupervised Domain Adaptation with Scaled Entropy Attention and Multi-Source Smoothed Pseudo Labeling
  13 Mar 2025 0 repositories listed
• PluralLLM: Pluralistic Alignment in LLMs via Federated Learning
  13 Mar 2025 0 repositories listed
• A Comprehensive Review on Understanding the Decentralized and Collaborative Approach in Machine Learning
  12 Mar 2025 0 repositories listed
• Differential Privacy Personalized Federated Learning Based on Dynamically Sparsified Client Updates
  12 Mar 2025 0 repositories listed
• Drift-Aware Federated Learning: A Causal Perspective
  12 Mar 2025 0 repositories listed
• Efficient UAV Swarm-Based Multi-Task Federated Learning with Dynamic Task Knowledge Sharing
  12 Mar 2025 0 repositories listed
• FedMSGL: A Self-Expressive Hypergraph Based Federated Multi-View Learning
  12 Mar 2025 0 repositories listed
• Mitigating Membership Inference Vulnerability in Personalized Federated Learning
  12 Mar 2025 0 repositories listed
• Not All Edges are Equally Robust: Evaluating the Robustness of Ranking-Based Federated Learning
  12 Mar 2025 0 repositories listed
• Extra Clients at No Extra Cost: Overcome Data Heterogeneity in Federated Learning with Filter Decomposition
  11 Mar 2025 0 repositories listed
• Prototype-based Heterogeneous Federated Learning for Blade Icing Detection in Wind Turbines with Class Imbalanced Data
  11 Mar 2025 0 repositories listed
• Smoothing ADMM for Non-convex and Non-smooth Hierarchical Federated Learning
  11 Mar 2025 0 repositories listed
• CAPT: Class-Aware Prompt Tuning for Federated Long-Tailed Learning with Vision-Language Model
  10 Mar 2025 0 repositories listed
• Federated Learning in NTNs: Design, Architecture and Challenges
  10 Mar 2025 0 repositories listed
• FedRand: Enhancing Privacy in Federated Learning with Randomized LoRA Subparameter Updates
  10 Mar 2025 0 repositories listed
• From Centralized to Decentralized Federated Learning: Theoretical Insights, Privacy Preservation, and Robustness Challenges
  10 Mar 2025 0 repositories listed
• Right Reward Right Time for Federated Learning
  10 Mar 2025 0 repositories listed
• Split-n-Chain: Privacy-Preserving Multi-Node Split Learning with Blockchain-Based Auditability
  10 Mar 2025 0 repositories listed
• Sublinear Algorithms for Wasserstein and Total Variation Distances: Applications to Fairness and Privacy Auditing
  10 Mar 2025 0 repositories listed
• You Are Your Own Best Teacher: Achieving Centralized-level Performance in Federated Learning under Heterogeneous and Long-tailed Data
  10 Mar 2025 0 repositories listed
• Experimental Demonstration of Over the Air Federated Learning for Cellular Networks
  9 Mar 2025 0 repositories listed
• Federated Learning for Diffusion Models
  9 Mar 2025 0 repositories listed
• HFedCKD: Toward Robust Heterogeneous Federated Learning via Data-free Knowledge Distillation and Two-way Contrast
  9 Mar 2025 0 repositories listed
• Privacy Protection in Prosumer Energy Management Based on Federated Learning
  9 Mar 2025 0 repositories listed
• Adaptive UAV-Assisted Hierarchical Federated Learning: Optimizing Energy, Latency, and Resilience for Dynamic Smart IoT Networks
  8 Mar 2025 0 repositories listed
• Biased Federated Learning under Wireless Heterogeneity
  8 Mar 2025 0 repositories listed
• Data-Free Black-Box Federated Learning via Zeroth-Order Gradient Estimation
  8 Mar 2025 0 repositories listed
• FedEM: A Privacy-Preserving Framework for Concurrent Utility Preservation in Federated Learning
  8 Mar 2025 0 repositories listed
• Invariant Federated Learning for Edge Intelligence: Mitigating Heterogeneity and Asynchrony via Exit Strategy and Invariant Penalty
  8 Mar 2025 0 repositories listed
• Synergizing AI and Digital Twins for Next-Generation Network Optimization, Forecasting, and Security
  8 Mar 2025 0 repositories listed
• NoT: Federated Unlearning via Weight Negation
  7 Mar 2025 0 repositories listed
• Personalized Federated Learning via Learning Dynamic Graphs
  7 Mar 2025 0 repositories listed
• Uncertainty-Aware Explainable Federated Learning
  7 Mar 2025 0 repositories listed
• Brain Tumor Detection in MRI Based on Federated Learning with YOLOv11
  6 Mar 2025 0 repositories listed
• Controlled privacy leakage propagation throughout overlapping grouped learning
  6 Mar 2025 0 repositories listed
• Federated Dynamic Modeling and Learning for Spatiotemporal Data Forecasting
  6 Mar 2025 0 repositories listed
• FLAME: A Federated Learning Approach for Multi-Modal RF Fingerprinting
  6 Mar 2025 0 repositories listed
• Fundamental Limits of Hierarchical Secure Aggregation with Cyclic User Association
  6 Mar 2025 0 repositories listed
• Generalization in Federated Learning: A Conditional Mutual Information Framework
  6 Mar 2025 0 repositories listed
• Incentivizing Multi-Tenant Split Federated Learning for Foundation Models at the Network Edge
  6 Mar 2025 0 repositories listed
• One-Shot Clustering for Federated Learning
  6 Mar 2025 0 repositories listed
• Privacy Preserving and Robust Aggregation for Cross-Silo Federated Learning in Non-IID Settings
  6 Mar 2025 0 repositories listed
• The Impact Analysis of Delays in Asynchronous Federated Learning with Data Heterogeneity for Edge Intelligence
  6 Mar 2025 0 repositories listed
• Convergence Analysis of Federated Learning Methods Using Backward Error Analysis
  5 Mar 2025 0 repositories listed
• Federated Learning for Predicting Mild Cognitive Impairment to Dementia Conversion
  5 Mar 2025 0 repositories listed
• Knowledge Augmentation in Federation: Rethinking What Collaborative Learning Can Bring Back to Decentralized Data
  5 Mar 2025 0 repositories listed
• Privacy is All You Need: Revolutionizing Wearable Health Data with Advanced PETs
  5 Mar 2025 0 repositories listed

Syntology lines on 1 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.