Browse State-of-the-Art › Federated Learning › Papers, page 38

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 38 of 68: papers 3,701 to 3,800 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.

• On Principled Local Optimization Methods for Federated Learning
  24 Jan 2024 0 repositories listed
• Past, Present, Future: A Comprehensive Exploration of AI Use Cases in the UMBRELLA IoT Testbed
  24 Jan 2024 0 repositories listed
• Secure Federated Learning Approaches to Diagnosing COVID-19
  23 Jan 2024 0 repositories listed
• Viewport Prediction, Bitrate Selection, and Beamforming Design for THz-Enabled 360° Video Streaming
  23 Jan 2024 0 repositories listed
• Declarative Privacy-Preserving Inference Queries
  22 Jan 2024 0 repositories listed
• AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity
  22 Jan 2024 0 repositories listed
• Efficient Collaborations through Weight-Driven Coalition Dynamics in Federated Learning Systems
  22 Jan 2024 0 repositories listed
• LW-FedSSL: Resource-efficient Layer-wise Federated Self-supervised Learning
  22 Jan 2024 0 repositories listed
• OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning
  22 Jan 2024 0 repositories listed
• Personalized Over-the-Air Federated Learning with Personalized Reconfigurable Intelligent Surfaces
  22 Jan 2024 0 repositories listed
• Privacy-Preserving Data Fusion for Traffic State Estimation: A Vertical Federated Learning Approach
  22 Jan 2024 0 repositories listed
• Transformers with Attentive Federated Aggregation for Time Series Stock Forecasting
  22 Jan 2024 0 repositories listed
• Differentially-Private Multi-Tier Federated Learning
  21 Jan 2024 0 repositories listed
• Budgeted Online Model Selection and Fine-Tuning via Federated Learning
  19 Jan 2024 0 repositories listed
• Federated Learning with Dual Attention for Robust Modulation Classification under Attacks
  19 Jan 2024 0 repositories listed
• Starlit: Privacy-Preserving Federated Learning to Enhance Financial Fraud Detection
  19 Jan 2024 0 repositories listed
• Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks
  18 Jan 2024 0 repositories listed
• Improving Local Training in Federated Learning via Temperature Scaling
  18 Jan 2024 0 repositories listed
• Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks
  18 Jan 2024 0 repositories listed
• Foundation Models in Federated Learning: Assessing Backdoor Vulnerabilities
  18 Jan 2024 0 repositories listed
• A GAN-based data poisoning framework against anomaly detection in vertical federated learning
  17 Jan 2024 0 repositories listed
• Federated Unlearning for Human Activity Recognition
  17 Jan 2024 0 repositories listed
• Risk-Aware Accelerated Wireless Federated Learning with Heterogeneous Clients
  17 Jan 2024 0 repositories listed
• Technical Report: On the Convergence of Gossip Learning in the Presence of Node Inaccessibility
  17 Jan 2024 0 repositories listed
• ADVENT: Attack/Anomaly Detection in VANETs
  16 Jan 2024 0 repositories listed
• HierSFL: Local Differential Privacy-aided Split Federated Learning in Mobile Edge Computing
  16 Jan 2024 0 repositories listed
• Over-the-Air Federated Learning with Phase Noise: Analysis and Countermeasures
  16 Jan 2024 0 repositories listed
• Personalized Federated Learning of Probabilistic Models: A PAC-Bayesian Approach
  16 Jan 2024 0 repositories listed
• Security and Privacy Issues and Solutions in Federated Learning for Digital Healthcare
  16 Jan 2024 0 repositories listed
• Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning
  16 Jan 2024 0 repositories listed
• DISTINQT: A Distributed Privacy Aware Learning Framework for QoS Prediction for Future Mobile and Wireless Networks
  15 Jan 2024 0 repositories listed
• FedRFQ: Prototype-Based Federated Learning with Reduced Redundancy, Minimal Failure, and Enhanced Quality
  15 Jan 2024 0 repositories listed
• Formal Logic Enabled Personalized Federated Learning Through Property Inference
  15 Jan 2024 0 repositories listed
• Joint Probability Selection and Power Allocation for Federated Learning
  15 Jan 2024 0 repositories listed
• Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation
  15 Jan 2024 0 repositories listed
• Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy-preserving Quantum Machine Learning
  15 Jan 2024 0 repositories listed
• Vertical Federated Image Segmentation
  15 Jan 2024 0 repositories listed
• The Effects of Data Imbalance Under a Federated Learning Approach for Credit Risk Forecasting
  14 Jan 2024 0 repositories listed
• FedDriveScore: Federated Scoring Driving Behavior with a Mixture of Metric Distributions
  13 Jan 2024 0 repositories listed
• Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models
  12 Jan 2024 0 repositories listed
• Intelligent Data-Driven Architectural Features Orchestration for Network Slicing
  12 Jan 2024 0 repositories listed
• Decentralized Gossip Mutual Learning (GML) for automatic head and neck tumor segmentation
  11 Jan 2024 0 repositories listed
• AdaFed: Fair Federated Learning via Adaptive Common Descent Direction
  10 Jan 2024 0 repositories listed
• Brave: Byzantine-Resilient and Privacy-Preserving Peer-to-Peer Federated Learning
  10 Jan 2024 0 repositories listed
• Strategic Client Selection to Address Non-IIDness in HAPS-enabled FL Networks
  10 Jan 2024 0 repositories listed
• A Survey on Efficient Federated Learning Methods for Foundation Model Training
  9 Jan 2024 0 repositories listed
• Deep Efficient Private Neighbor Generation for Subgraph Federated Learning
  9 Jan 2024 0 repositories listed
• Privacy-Preserving Sequential Recommendation with Collaborative Confusion
  9 Jan 2024 0 repositories listed
• Federated Analytics for 6G Networks: Applications, Challenges, and Opportunities
  8 Jan 2024 0 repositories listed
• Logits Poisoning Attack in Federated Distillation
  8 Jan 2024 0 repositories listed
• GLOCALFAIR: Jointly Improving Global and Local Group Fairness in Federated Learning
  7 Jan 2024 0 repositories listed
• Privacy-Preserving in Blockchain-based Federated Learning Systems
  7 Jan 2024 0 repositories listed
• Convergence Rate Maximization for Split Learning-based Control of EMG Prosthetic Devices
  6 Jan 2024 0 repositories listed
• Distributed client selection with multi-objective in federated learning assisted Internet of Vehicles
  6 Jan 2024 0 repositories listed
• Fairness-Aware Job Scheduling for Multi-Job Federated Learning
  5 Jan 2024 0 repositories listed
• Federated Learning for distribution skewed data using sample weights
  5 Jan 2024 0 repositories listed
• Predicting Traffic Flow with Federated Learning and Graph Neural with Asynchronous Computations Network
  5 Jan 2024 0 repositories listed
• Adaptive Differential Privacy in Federated Learning: A Priority-Based Approach
  4 Jan 2024 0 repositories listed
• Free Lunch for Federated Remote Sensing Target Fine-Grained Classification: A Parameter-Efficient Framework
  3 Jan 2024 0 repositories listed
• The Internet of Things in the Era of Generative AI: Vision and Challenges
  3 Jan 2024 0 repositories listed
• Will 6G be Semantic Communications? Opportunities and Challenges from Task Oriented and Secure Communications to Integrated Sensing
  3 Jan 2024 0 repositories listed
• Hierarchical Over-the-Air Federated Learning with Awareness of Interference and Data Heterogeneity
  2 Jan 2024 0 repositories listed
• PPBFL: A Privacy Protected Blockchain-based Federated Learning Model
  2 Jan 2024 0 repositories listed
• A review on different techniques used to combat the non-IID and heterogeneous nature of data in FL
  1 Jan 2024 0 repositories listed
• Adaptive Hyper-graph Aggregation for Modality-Agnostic Federated Learning
  1 Jan 2024 0 repositories listed
• Byzantine-robust Decentralized Federated Learning via Dual-domain Clustering and Trust Bootstrapping
  1 Jan 2024 0 repositories listed
• Communication-Efficient Federated Learning for LEO Satellite Networks Integrated with HAPs Using Hybrid NOMA-OFDM
  1 Jan 2024 0 repositories listed
• Facebook Report on Privacy of fNIRS data
  1 Jan 2024 0 repositories listed
• FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning
  1 Jan 2024 0 repositories listed
• Revamping Federated Learning Security from a Defender's Perspective: A Unified Defense with Homomorphic Encrypted Data Space
  1 Jan 2024 0 repositories listed
• Balanced Multi-modal Federated Learning via Cross-Modal Infiltration
  31 Dec 2023 0 repositories listed
• FedSDD: Scalable and Diversity-enhanced Distillation for Model Aggregation in Federated Learning
  28 Dec 2023 0 repositories listed
• Securing NextG Systems against Poisoning Attacks on Federated Learning: A Game-Theoretic Solution
  28 Dec 2023 0 repositories listed
• A Theoretical Analysis of Efficiency Constrained Utility-Privacy Bi-Objective Optimization in Federated Learning
  27 Dec 2023 0 repositories listed
• Fault Tolerant Serverless VFL Over Dynamic Device Environment
  27 Dec 2023 0 repositories listed
• Federated Continual Learning via Knowledge Fusion: A Survey
  27 Dec 2023 0 repositories listed
• Federated Hyperdimensional Computing
  26 Dec 2023 0 repositories listed
• FedMS: Federated Learning with Mixture of Sparsely Activated Foundations Models
  26 Dec 2023 0 repositories listed
• Smuche: Scalar-Multiplicative Caching in Homomorphic Encryption
  26 Dec 2023 0 repositories listed
• Efficient Conformal Prediction under Data Heterogeneity
  25 Dec 2023 0 repositories listed
• Federated learning-outcome prediction with multi-layer privacy protection
  25 Dec 2023 0 repositories listed
• An Empirical Study of Efficiency and Privacy of Federated Learning Algorithms
  24 Dec 2023 0 repositories listed
• Deep Convolutional Neural Networks for Short-Term Multi-Energy Demand Prediction of Integrated Energy Systems
  24 Dec 2023 0 repositories listed
• FedDMF: Privacy-Preserving User Attribute Prediction using Deep Matrix Factorization
  24 Dec 2023 0 repositories listed
• Cooperative Federated Learning over Ground-to-Satellite Integrated Networks: Joint Local Computation and Data Offloading
  23 Dec 2023 0 repositories listed
• Efficient Asynchronous Federated Learning with Sparsification and Quantization
  23 Dec 2023 0 repositories listed
• Personalized Federated Learning with Attention-based Client Selection
  23 Dec 2023 0 repositories listed
• Accelerated Convergence of Stochastic Heavy Ball Method under Anisotropic Gradient Noise
  22 Dec 2023 0 repositories listed
• Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning
  22 Dec 2023 0 repositories listed
• Federated Learning with Projected Trajectory Regularization
  22 Dec 2023 0 repositories listed
• Holistic analysis on the sustainability of Federated Learning across AI product lifecycle
  22 Dec 2023 0 repositories listed
• DCFL: Non-IID awareness Data Condensation aided Federated Learning
  21 Dec 2023 0 repositories listed
• Federated Continual Novel Class Learning
  21 Dec 2023 0 repositories listed
• Federated Quantum Long Short-term Memory (FedQLSTM)
  21 Dec 2023 0 repositories listed
• Multimodal Federated Learning with Missing Modality via Prototype Mask and Contrast
  21 Dec 2023 0 repositories listed
• Sparse Training for Federated Learning with Regularized Error Correction
  21 Dec 2023 0 repositories listed
• Topology Learning for Heterogeneous Decentralized Federated Learning over Unreliable D2D Networks
  21 Dec 2023 0 repositories listed
• Enhancing Neural Training via a Correlated Dynamics Model
  20 Dec 2023 0 repositories listed
• Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization
  20 Dec 2023 0 repositories listed
• FedSODA: Federated Cross-assessment and Dynamic Aggregation for Histopathology Segmentation
  20 Dec 2023 0 repositories listed