Browse State-of-the-Art › Federated Learning › Papers, page 49

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 49 of 68: papers 4,801 to 4,900 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.

• Deep Unfolding-based Weighted Averaging for Federated Learning in Heterogeneous Environments
  23 Dec 2022 0 repositories listed
• Graph Federated Learning with Hidden Representation Sharing
  23 Dec 2022 0 repositories listed
• AsyncFLEO: Asynchronous Federated Learning for LEO Satellite Constellations with High-Altitude Platforms
  22 Dec 2022 0 repositories listed
• Federated Learning -- Methods, Applications and beyond
  22 Dec 2022 0 repositories listed
• Free-Rider Games for Federated Learning with Selfish Clients in NextG Wireless Networks
  21 Dec 2022 0 repositories listed
• Personalized Decentralized Multi-Task Learning Over Dynamic Communication Graphs
  21 Dec 2022 0 repositories listed
• Adaptive Control of Client Selection and Gradient Compression for Efficient Federated Learning
  19 Dec 2022 0 repositories listed
• AI Security for Geoscience and Remote Sensing: Challenges and Future Trends
  19 Dec 2022 0 repositories listed
• Plankton-FL: Exploration of Federated Learning for Privacy-Preserving Training of Deep Neural Networks for Phytoplankton Classification
  18 Dec 2022 0 repositories listed
• Personalized Federated Recommender Systems with Private and Partially Federated AutoEncoders
  17 Dec 2022 0 repositories listed
• Toward Data Heterogeneity of Federated Learning
  17 Dec 2022 0 repositories listed
• Federated Learning with Flexible Control
  16 Dec 2022 0 repositories listed
• FewFedWeight: Few-shot Federated Learning Framework across Multiple NLP Tasks
  16 Dec 2022 0 repositories listed
• Mobile Augmented Reality with Federated Learning in the Metaverse
  16 Dec 2022 0 repositories listed
• Robust Learning Protocol for Federated Tumor Segmentation Challenge
  16 Dec 2022 0 repositories listed
• SplitGP: Achieving Both Generalization and Personalization in Federated Learning
  16 Dec 2022 0 repositories listed
• Deep leakage from gradients
  15 Dec 2022 0 repositories listed
• White-box Inference Attacks against Centralized Machine Learning and Federated Learning
  15 Dec 2022 0 repositories listed
• Bayesian data fusion with shared priors
  14 Dec 2022 0 repositories listed
• FLAGS Framework for Comparative Analysis of Federated Learning Algorithms
  14 Dec 2022 0 repositories listed
• Hierarchical Over-the-Air FedGradNorm
  14 Dec 2022 0 repositories listed
• Scheduling and Aggregation Design for Asynchronous Federated Learning over Wireless Networks
  14 Dec 2022 0 repositories listed
• AFLGuard: Byzantine-robust Asynchronous Federated Learning
  13 Dec 2022 0 repositories listed
• Over-The-Air Federated Learning Over Scalable Cell-free Massive MIMO
  13 Dec 2022 0 repositories listed
• ResFed: Communication Efficient Federated Learning by Transmitting Deep Compressed Residuals
  11 Dec 2022 0 repositories listed
• Federated Learning for Inference at Anytime and Anywhere
  8 Dec 2022 0 repositories listed
• MOB-FL: Mobility-Aware Federated Learning for Intelligent Connected Vehicles
  7 Dec 2022 0 repositories listed
• Reconstructing Training Data from Model Gradient, Provably
  7 Dec 2022 0 repositories listed
• Towards Fleet-wide Sharing of Wind Turbine Condition Information through Privacy-preserving Federated Learning
  7 Dec 2022 0 repositories listed
• Differentiated Federated Reinforcement Learning Based Traffic Offloading on Space-Air-Ground Integrated Networks
  5 Dec 2022 0 repositories listed
• Distributed Stochastic Gradient Descent with Cost-Sensitive and Strategic Agents
  5 Dec 2022 0 repositories listed
• FedCC: Robust Federated Learning against Model Poisoning Attacks
  5 Dec 2022 0 repositories listed
• Distributed Pruning Towards Tiny Neural Networks in Federated Learning
  5 Dec 2022 0 repositories listed
• HierarchyFL: Heterogeneous Federated Learning via Hierarchical Self-Distillation
  5 Dec 2022 0 repositories listed
• Multi-Layer Personalized Federated Learning for Mitigating Biases in Student Predictive Analytics
  5 Dec 2022 0 repositories listed
• Refiner: Data Refining against Gradient Leakage Attacks in Federated Learning
  5 Dec 2022 0 repositories listed
• Unexpectedly Useful: Convergence Bounds And Real-World Distributed Learning
  5 Dec 2022 0 repositories listed
• Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding
  4 Dec 2022 0 repositories listed
• Security Analysis of SplitFed Learning
  4 Dec 2022 0 repositories listed
• Beyond ADMM: A Unified Client-variance-reduced Adaptive Federated Learning Framework
  3 Dec 2022 0 repositories listed
• GlueFL: Reconciling Client Sampling and Model Masking for Bandwidth Efficient Federated Learning
  3 Dec 2022 0 repositories listed
• Faster Adaptive Federated Learning
  2 Dec 2022 0 repositories listed
• Self-supervised On-device Federated Learning from Unlabeled Streams
  2 Dec 2022 0 repositories listed
• Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning
  2 Dec 2022 0 repositories listed
• Olive Branch Learning: A Topology-Aware Federated Learning Framework for Space-Air-Ground Integrated Network
  2 Dec 2022 0 repositories listed
• On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning
  2 Dec 2022 0 repositories listed
• HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated Learning
  1 Dec 2022 0 repositories listed
• Towards Practical Few-shot Federated NLP
  1 Dec 2022 0 repositories listed
• Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems
  1 Dec 2022 0 repositories listed
• Hijack Vertical Federated Learning Models As One Party
  1 Dec 2022 0 repositories listed
• PiPar: Pipeline Parallelism for Collaborative Machine Learning
  1 Dec 2022 0 repositories listed
• Vertical Federated Learning: A Structured Literature Review
  1 Dec 2022 0 repositories listed
• Privacy-Preserving Federated Deep Clustering based on GAN
  30 Nov 2022 0 repositories listed
• FedGPO: Heterogeneity-Aware Global Parameter Optimization for Efficient Federated Learning
  30 Nov 2022 0 repositories listed
• On the Design of Communication-Efficient Federated Learning for Health Monitoring
  30 Nov 2022 0 repositories listed
• Adap DP-FL: Differentially Private Federated Learning with Adaptive Noise
  29 Nov 2022 0 repositories listed
• Scalable Hierarchical Over-the-Air Federated Learning
  29 Nov 2022 0 repositories listed
• Performance Evaluation, Optimization and Dynamic Decision in Blockchain Systems: A Recent Overview
  29 Nov 2022 0 repositories listed
• AquaFeL-PSO: A Monitoring System for Water Resources using Autonomous Surface Vehicles based on Multimodal PSO and Federated Learning
  28 Nov 2022 0 repositories listed
• Federated Learning Attacks and Defenses: A Survey
  27 Nov 2022 0 repositories listed
• Navigation as Attackers Wish? Towards Building Robust Embodied Agents under Federated Learning
  27 Nov 2022 0 repositories listed
• Analysis of Error Feedback in Federated Non-Convex Optimization with Biased Compression
  25 Nov 2022 0 repositories listed
• Inverse Feasibility in Over-the-Air Federated Learning
  25 Nov 2022 0 repositories listed
• FedCut: A Spectral Analysis Framework for Reliable Detection of Byzantine Colluders
  24 Nov 2022 0 repositories listed
• Multi-Job Intelligent Scheduling with Cross-Device Federated Learning
  24 Nov 2022 0 repositories listed
• Event-Triggered Decentralized Federated Learning over Resource-Constrained Edge Devices
  23 Nov 2022 0 repositories listed
• Vertical Federated Learning: Concepts, Advances and Challenges
  23 Nov 2022 0 repositories listed
• GitFL: Adaptive Asynchronous Federated Learning using Version Control
  22 Nov 2022 0 repositories listed
• Online Federated Learning via Non-Stationary Detection and Adaptation amidst Concept Drift
  22 Nov 2022 0 repositories listed
• Exploiting Personalized Invariance for Better Out-of-distribution Generalization in Federated Learning
  21 Nov 2022 0 repositories listed
• SPIN: Simulated Poisoning and Inversion Network for Federated Learning-Based 6G Vehicular Networks
  21 Nov 2022 0 repositories listed
• Mask Off: Analytic-based Malware Detection By Transfer Learning and Model Personalization
  20 Nov 2022 0 repositories listed
• Scalable Collaborative Learning via Representation Sharing
  20 Nov 2022 0 repositories listed
• Non-Coherent Over-the-Air Decentralized Gradient Descent
  19 Nov 2022 0 repositories listed
• Personalized Federated Learning with Hidden Information on Personalized Prior
  19 Nov 2022 0 repositories listed
• Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine
  17 Nov 2022 0 repositories listed
• FedSiam-DA: Dual-aggregated Federated Learning via Siamese Network under Non-IID Data
  17 Nov 2022 0 repositories listed
• Personalized Federated Learning for Multi-task Fault Diagnosis of Rotating Machinery
  17 Nov 2022 0 repositories listed
• Resource Allocation of Federated Learning for the Metaverse with Mobile Augmented Reality
  16 Nov 2022 0 repositories listed
• Bayesian Federated Neural Matching that Completes Full Information
  15 Nov 2022 0 repositories listed
• Federated Learning for Healthcare Domain - Pipeline, Applications and Challenges
  15 Nov 2022 0 repositories listed
• FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers
  15 Nov 2022 0 repositories listed
• Personalized Federated Learning with Multi-branch Architecture
  15 Nov 2022 0 repositories listed
• Quantifying the Impact of Label Noise on Federated Learning
  15 Nov 2022 0 repositories listed
• Adaptive Federated Minimax Optimization with Lower Complexities
  14 Nov 2022 0 repositories listed
• Feature Correlation-guided Knowledge Transfer for Federated Self-supervised Learning
  14 Nov 2022 0 repositories listed
• Federated Learning for Autoencoder-based Condition Monitoring in the Industrial Internet of Things
  14 Nov 2022 0 repositories listed
• FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model
  14 Nov 2022 0 repositories listed
• Optimal Privacy Preserving for Federated Learning in Mobile Edge Computing
  14 Nov 2022 0 repositories listed
• Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring
  14 Nov 2022 0 repositories listed
• Differentially Private Vertical Federated Learning
  13 Nov 2022 0 repositories listed
• Quantum Split Neural Network Learning using Cross-Channel Pooling
  12 Nov 2022 0 repositories listed
• From Competition to Collaboration: Making Toy Datasets on Kaggle Clinically Useful for Chest X-Ray Diagnosis Using Federated Learning
  11 Nov 2022 0 repositories listed
• Federated Unsupervised Visual Representation Learning via Exploiting General Content and Personal Style
  11 Nov 2022 0 repositories listed
• Robust Federated Learning against both Data Heterogeneity and Poisoning Attack via Aggregation Optimization
  10 Nov 2022 0 repositories listed
• Secure Aggregation Is Not All You Need: Mitigating Privacy Attacks with Noise Tolerance in Federated Learning
  10 Nov 2022 0 repositories listed
• Warmup and Transfer Knowledge-Based Federated Learning Approach for IoT Continuous Authentication
  10 Nov 2022 0 repositories listed
• Almost Tight Error Bounds on Differentially Private Continual Counting
  9 Nov 2022 0 repositories listed
• Framework Construction of an Adversarial Federated Transfer Learning Classifier
  9 Nov 2022 0 repositories listed
• Knowledge Distillation for Federated Learning: a Practical Guide
  9 Nov 2022 0 repositories listed