Browse State-of-the-Art › Personalized Federated Learning › Papers, page 3

Personalized Federated Learning

Papers archive 2025-07-28

archive papers tagged: 311 · with a code link: 117 · where Syntology ran a sample: 42 (36 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (42 of 311 tagged: 36 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)

Page 3 of 4: papers 201 to 300 of 311, 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.

• RobWE: Robust Watermark Embedding for Personalized Federated Learning Model Ownership Protection
  29 Feb 2024 0 repositories listed
• Bayesian Neural Network For Personalized Federated Learning Parameter Selection
  25 Feb 2024 0 repositories listed
• Trustworthy Personalized Bayesian Federated Learning via Posterior Fine-Tune
  25 Feb 2024 0 repositories listed
• FedD2S: Personalized Data-Free Federated Knowledge Distillation
  16 Feb 2024 0 repositories listed
• Prompt-based Personalized Federated Learning for Medical Visual Question Answering
  15 Feb 2024 0 repositories listed
• Personalized Federated Learning for Statistical Heterogeneity
  7 Feb 2024 0 repositories listed
• Rethinking Personalized Federated Learning with Clustering-based Dynamic Graph Propagation
  29 Jan 2024 0 repositories listed
• Viewport Prediction, Bitrate Selection, and Beamforming Design for THz-Enabled 360° Video Streaming
  23 Jan 2024 0 repositories listed
• Personalized Over-the-Air Federated Learning with Personalized Reconfigurable Intelligent Surfaces
  22 Jan 2024 0 repositories listed
• Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks
  18 Jan 2024 0 repositories listed
• Personalized Federated Learning of Probabilistic Models: A PAC-Bayesian Approach
  16 Jan 2024 0 repositories listed
• Formal Logic Enabled Personalized Federated Learning Through Property Inference
  15 Jan 2024 0 repositories listed
• Personalized Federated Learning with Attention-based Client Selection
  23 Dec 2023 0 repositories listed
• Dirichlet-based Uncertainty Quantification for Personalized Federated Learning with Improved Posterior Networks
  18 Dec 2023 0 repositories listed
• Factor-Assisted Federated Learning for Personalized Optimization with Heterogeneous Data
  7 Dec 2023 0 repositories listed
• FediOS: Decoupling Orthogonal Subspaces for Personalization in Feature-skew Federated Learning
  30 Nov 2023 0 repositories listed
• Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks
  24 Nov 2023 0 repositories listed
• Personalized Federated Learning via ADMM with Moreau Envelope
  12 Nov 2023 0 repositories listed
• pFedES: Model Heterogeneous Personalized Federated Learning with Feature Extractor Sharing
  12 Nov 2023 0 repositories listed
• Efficient Cluster Selection for Personalized Federated Learning: A Multi-Armed Bandit Approach
  29 Oct 2023 0 repositories listed
• Contextual Stochastic Bilevel Optimization
  27 Oct 2023 0 repositories listed
• PPFL: A Personalized Federated Learning Framework for Heterogeneous Population
  22 Oct 2023 0 repositories listed
• pFedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning
  20 Oct 2023 0 repositories listed
• Bayesian Personalized Federated Learning with Shared and Personalized Uncertainty Representations
  27 Sep 2023 0 repositories listed
• Advancing Personalized Federated Learning: Group Privacy, Fairness, and Beyond
  1 Sep 2023 0 repositories listed
• PFL-GAN: When Client Heterogeneity Meets Generative Models in Personalized Federated Learning
  23 Aug 2023 0 repositories listed
• UPFL: Unsupervised Personalized Federated Learning towards New Clients
  29 Jul 2023 0 repositories listed
• Take Your Pick: Enabling Effective Personalized Federated Learning within Low-dimensional Feature Space
  26 Jul 2023 0 repositories listed
• Advances and Challenges in Meta-Learning: A Technical Review
  10 Jul 2023 0 repositories listed
• Personalized Federated Learning via Amortized Bayesian Meta-Learning
  5 Jul 2023 0 repositories listed
• FedSelect: Customized Selection of Parameters for Fine-Tuning during Personalized Federated Learning
  23 Jun 2023 0 repositories listed
• Personalization Disentanglement for Federated Learning: An explainable perspective
  6 Jun 2023 0 repositories listed
• Personalized Federated Domain Adaptation for Item-to-Item Recommendation
  5 Jun 2023 0 repositories listed
• Partially Personalized Federated Learning: Breaking the Curse of Data Heterogeneity
  29 May 2023 0 repositories listed
• Federated Neural Compression Under Heterogeneous Data
  25 May 2023 0 repositories listed
• Towards More Suitable Personalization in Federated Learning via Decentralized Partial Model Training
  24 May 2023 0 repositories listed
• A novel parameter decoupling approach of personalized federated learning for image analysis
  15 May 2023 0 repositories listed
• Collaborative Chinese Text Recognition with Personalized Federated Learning
  9 May 2023 0 repositories listed
• Mobilizing Personalized Federated Learning in Infrastructure-Less and Heterogeneous Environments via Random Walk Stochastic ADMM
  25 Apr 2023 0 repositories listed
• Personalized Federated Learning via Gradient Modulation for Heterogeneous Text Summarization
  23 Apr 2023 0 repositories listed
• Federated Learning of Shareable Bases for Personalization-Friendly Image Classification
  16 Apr 2023 0 repositories listed
• IP-FL: Incentivized and Personalized Federated Learning
  15 Apr 2023 0 repositories listed
• Personalized Federated Learning with Local Attention
  2 Apr 2023 0 repositories listed
• Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks
  19 Mar 2023 0 repositories listed
• Visual Prompt Based Personalized Federated Learning
  15 Mar 2023 0 repositories listed
• FedABC: Targeting Fair Competition in Personalized Federated Learning
  15 Feb 2023 0 repositories listed
• Cross-Fusion Rule for Personalized Federated Learning
  6 Feb 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
• Convergence of First-Order Algorithms for Meta-Learning with Moreau Envelopes
  17 Jan 2023 0 repositories listed
• How To Prevent the Poor Performance Clients for Personalized 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
• Hierarchical Over-the-Air FedGradNorm
  14 Dec 2022 0 repositories listed
• Multi-Layer Personalized Federated Learning for Mitigating Biases in Student Predictive Analytics
  5 Dec 2022 0 repositories listed
• Exploiting Personalized Invariance for Better Out-of-distribution Generalization in Federated Learning
  21 Nov 2022 0 repositories listed
• Personalized Federated Learning with Hidden Information on Personalized Prior
  19 Nov 2022 0 repositories listed
• Personalized Federated Learning for Multi-task Fault Diagnosis of Rotating Machinery
  17 Nov 2022 0 repositories listed
• Personalized Federated Learning with Multi-branch Architecture
  15 Nov 2022 0 repositories listed
• Federated Learning for Chronic Obstructive Pulmonary Disease Classification with Partial Personalized Attention Mechanism
  28 Oct 2022 0 repositories listed
• Prototype-Based Layered Federated Cross-Modal Hashing
  27 Oct 2022 0 repositories listed
• Personalized Federated Hypernetworks for Privacy Preservation in Multi-Task Reinforcement Learning
  13 Oct 2022 0 repositories listed
• Find Your Friends: Personalized Federated Learning with the Right Collaborators
  12 Oct 2022 0 repositories listed
• Group Personalized Federated Learning
  4 Oct 2022 0 repositories listed
• PersA-FL: Personalized Asynchronous Federated Learning
  3 Oct 2022 0 repositories listed
• Semi-Synchronous Personalized Federated Learning over Mobile Edge Networks
  27 Sep 2022 0 repositories listed
• Personalized Federated Learning with Communication Compression
  12 Sep 2022 0 repositories listed
• Tensor Decomposition based Personalized Federated Learning
  27 Aug 2022 0 repositories listed
• FedMCSA: Personalized Federated Learning via Model Components Self-Attention
  23 Aug 2022 0 repositories listed
• Personalizing or Not: Dynamically Personalized Federated Learning with Incentives
  12 Aug 2022 0 repositories listed
• Mitigating Biases in Student Performance Prediction via Attention-Based Personalized Federated Learning
  2 Aug 2022 0 repositories listed
• Group privacy for personalized federated learning
  7 Jun 2022 0 repositories listed
• An Optimal Transport Approach to Personalized Federated Learning
  6 Jun 2022 0 repositories listed
• ActPerFL: Active Personalized Federated Learning
  1 May 2022 0 repositories listed
• Self-Aware Personalized Federated Learning
  17 Apr 2022 0 repositories listed
• CDKT-FL: Cross-Device Knowledge Transfer using Proxy Dataset in Federated Learning
  4 Apr 2022 0 repositories listed
• FedGradNorm: Personalized Federated Gradient-Normalized Multi-Task Learning
  24 Mar 2022 0 repositories listed
• Personalized Federated Learning with Exact Stochastic Gradient Descent
  20 Feb 2022 0 repositories listed
• PerFED-GAN: Personalized Federated Learning via Generative Adversarial Networks
  18 Feb 2022 0 repositories listed
• Energy-Aware Edge Association for Cluster-based Personalized Federated Learning
  6 Feb 2022 0 repositories listed
• A Coalition Formation Game Approach for Personalized Federated Learning
  5 Feb 2022 0 repositories listed
• Factorized-FL: Agnostic Personalized Federated Learning with Kernel Factorization & Similarity Matching
  1 Feb 2022 0 repositories listed
• Personalized Federated Learning via Convex Clustering
  1 Feb 2022 0 repositories listed
• Achieving Personalized Federated Learning with Sparse Local Models
  27 Jan 2022 0 repositories listed
• How to Backdoor HyperNetwork in Personalized Federated Learning?
  18 Jan 2022 0 repositories listed
• Personalized Federated Learning of Driver Prediction Models for Autonomous Driving
  2 Dec 2021 0 repositories listed
• PartialFed: Cross-Domain Personalized Federated Learning via Partial Initialization
  1 Dec 2021 0 repositories listed
• A Parameter Aggregation Strategy on Personalized Federated Learning
  16 Nov 2021 0 repositories listed
• On-Demand Unlabeled Personalized Federated Learning
  16 Nov 2021 0 repositories listed
• A Personalized Federated Learning Algorithm: an Application in Anomaly Detection
  4 Nov 2021 0 repositories listed
• WAFFLE: Weighted Averaging for Personalized Federated Learning
  13 Oct 2021 0 repositories listed
• SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision
  6 Oct 2021 0 repositories listed
• Agnostic Personalized Federated Learning with Kernel Factorization
  29 Sep 2021 0 repositories listed
• Inference-Time Personalized Federated Learning
  29 Sep 2021 0 repositories listed
• On Heterogeneously Distributed Data, Sparsity Matters
  29 Sep 2021 0 repositories listed
• Robust and Personalized Federated Learning with Spurious Features: an Adversarial Approach
  29 Sep 2021 0 repositories listed
• Towards Generalizable Personalized Federated Learning with Adaptive Local Adaptation
  29 Sep 2021 0 repositories listed
• Personalized Federated Learning for Heterogeneous Clients with Clustered Knowledge Transfer
  16 Sep 2021 0 repositories listed
• Federated Asymptotics: a model to compare federated learning algorithms
  16 Aug 2021 0 repositories listed
• Personalized Federated Learning with Clustering: Non-IID Heart Rate Variability Data Application
  4 Aug 2021 0 repositories listed
• New Metrics to Evaluate the Performance and Fairness of Personalized Federated Learning
  28 Jul 2021 0 repositories listed