Browse State-of-the-Art › Personalized Federated Learning › Papers, page 2

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 2 of 4: papers 101 to 200 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.

• SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence
  15 Mar 2022 1 repository listed
• Personalized Federated Learning With Graph
  2 Mar 2022 1 repository listed
• An Equivalence Between Data Poisoning and Byzantine Gradient Attacks
  17 Feb 2022 1 repository listed
• Personalization Improves Privacy-Accuracy Tradeoffs in Federated Learning
  10 Feb 2022 1 repository listed
• Personalized Federated Learning with Adaptive Batchnorm for Healthcare
  1 Dec 2021 1 repository listed
• Parameterized Knowledge Transfer for Personalized Federated Learning
  4 Nov 2021 1 repository listed Syntology 4 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; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Connecting Low-Loss Subspace for Personalized Federated Learning
  16 Sep 2021 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Private Multi-Task Learning: Formulation and Applications to Federated Learning
  30 Aug 2021 1 repository listed
• Sparse Personalized Federated Learning
  12 Jul 2021 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) · 1 unverified (of 5 harvested samples)
• Personalized Federated Learning with Gaussian Processes
  29 Jun 2021 1 repository listed
• Memory-Based Optimization Methods for Model-Agnostic Meta-Learning and Personalized Federated Learning
  9 Jun 2021 1 repository listed
• Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity
  2 May 2021 1 repository listed
• Personalized Federated Learning: A Unified Framework and Universal Optimization Techniques
  19 Feb 2021 1 repository listed
• PFL-MoE: Personalized Federated Learning Based on Mixture of Experts
  31 Dec 2020 1 repository listed
• Adaptive Intrusion Detection in the Networking of Large-Scale LANs with Segmented Federated Learning
  16 Dec 2020 1 repository listed
• FedHome: Cloud-Edge based Personalized Federated Learning for In-Home Health Monitoring
  14 Dec 2020 1 repository listed
• Intrusion Detection with Segmented Federated Learning for Large-Scale Multiple LANs
  28 Sep 2020 1 repository listed
• Personalized Federated Learning via Dual-Prompt Optimization and Cross Fusion
  26 Jun 2025 0 repositories listed
• Convergence-Privacy-Fairness Trade-Off in Personalized Federated Learning
  17 Jun 2025 0 repositories listed
• pFedSOP : Accelerating Training Of Personalized Federated Learning Using Second-Order Optimization
  8 Jun 2025 0 repositories listed
• Enhancing Convergence, Privacy and Fairness for Wireless Personalized Federated Learning: Quantization-Assisted Min-Max Fair Scheduling
  3 Jun 2025 0 repositories listed
• Generalized and Personalized Federated Learning with Foundation Models via Orthogonal Transformations
  26 May 2025 0 repositories listed
• Federated Learning with Unlabeled Clients: Personalization Can Happen in Low Dimensions
  21 May 2025 0 repositories listed
• Personalized Federated Learning under Model Dissimilarity Constraints
  12 May 2025 0 repositories listed
• Incentivizing Inclusive Contributions in Model Sharing Markets
  5 May 2025 0 repositories listed
• Lazy But Effective: Collaborative Personalized Federated Learning with Heterogeneous Data
  5 May 2025 0 repositories listed
• Privacy-Preserving Personalized Federated Learning for Distributed Photovoltaic Disaggregation under Statistical Heterogeneity
  25 Apr 2025 0 repositories listed
• DP2FL: Dual Prompt Personalized Federated Learning in Foundation Models
  23 Apr 2025 0 repositories listed
• A Novel Algorithm for Personalized Federated Learning: Knowledge Distillation with Weighted Combination Loss
  6 Apr 2025 0 repositories listed
• Exploring Personalized Federated Learning Architectures for Violence Detection in Surveillance Videos
  1 Apr 2025 0 repositories listed
• RCC-PFL: Robust Client Clustering under Noisy Labels in Personalized Federated Learning
  25 Mar 2025 0 repositories listed
• pFedFair: Towards Optimal Group Fairness-Accuracy Trade-off in Heterogeneous Federated Learning
  19 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
• Differential Privacy Personalized Federated Learning Based on Dynamically Sparsified Client Updates
  12 Mar 2025 0 repositories listed
• Mitigating Membership Inference Vulnerability in Personalized Federated Learning
  12 Mar 2025 0 repositories listed
• Personalized Federated Learning via Learning Dynamic Graphs
  7 Mar 2025 0 repositories listed
• WarmFed: Federated Learning with Warm-Start for Globalization and Personalization Via Personalized Diffusion Models
  5 Mar 2025 0 repositories listed
• Asynchronous Personalized Federated Learning through Global Memorization
  1 Mar 2025 0 repositories listed
• Personalized Federated Learning for Egocentric Video Gaze Estimation with Comprehensive Parameter Frezzing
  25 Feb 2025 0 repositories listed
• Electrical Load Forecasting over Multihop Smart Metering Networks with Federated Learning
  24 Feb 2025 0 repositories listed
• FedAPA: Server-side Gradient-Based Adaptive Personalized Aggregation for Federated Learning on Heterogeneous Data
  11 Feb 2025 0 repositories listed
• PFedDST: Personalized Federated Learning with Decentralized Selection Training
  11 Feb 2025 0 repositories listed
• Advancing Personalized Federated Learning: Integrative Approaches with AI for Enhanced Privacy and Customization
  30 Jan 2025 0 repositories listed
• SAFL: Structure-Aware Personalized Federated Learning via Client-Specific Clustering and SCSI-Guided Model Pruning
  30 Jan 2025 0 repositories listed
• Heterogeneity-aware Personalized Federated Learning via Adaptive Dual-Agent Reinforcement Learning
  28 Jan 2025 0 repositories listed
• Integrating Personalized Federated Learning with Control Systems for Enhanced Performance
  27 Jan 2025 0 repositories listed
• Bad-PFL: Exploring Backdoor Attacks against Personalized Federated Learning
  22 Jan 2025 0 repositories listed
• Personalized Federated Learning for Cellular VR: Online Learning and Dynamic Caching
  20 Jan 2025 0 repositories listed
• pMixFed: Efficient Personalized Federated Learning through Adaptive Layer-Wise Mixup
  19 Jan 2025 0 repositories listed
• pFedWN: A Personalized Federated Learning Framework for D2D Wireless Networks with Heterogeneous Data
  16 Jan 2025 0 repositories listed
• Look Back for More: Harnessing Historical Sequential Updates for Personalized Federated Adapter Tuning
  3 Jan 2025 0 repositories listed
• Uncertainty-Aware Label Refinement on Hypergraphs for Personalized Federated Facial Expression Recognition
  3 Jan 2025 0 repositories listed
• FedCALM: Conflict-aware Layer-wise Mitigation for Selective Aggregation in Deeper Personalized Federated Learning
  1 Jan 2025 0 repositories listed
• Electrical Load Forecasting in Smart Grid: A Personalized Federated Learning Approach
  15 Nov 2024 0 repositories listed
• FedSub: Introducing class-aware Subnetworks Fusion to Enhance Personalized Federated Learning in Ubiquitous Systems
  13 Nov 2024 0 repositories listed
• Personalized Federated Learning for Cross-view Geo-localization
  7 Nov 2024 0 repositories listed
• Towards Personalized Federated Learning via Comprehensive Knowledge Distillation
  6 Nov 2024 0 repositories listed
• FedSPD: A Soft-clustering Approach for Personalized Decentralized Federated Learning
  24 Oct 2024 0 repositories listed
• Which Client is Reliable?: A Reliable and Personalized Prompt-based Federated Learning for Medical Image Question Answering
  23 Oct 2024 0 repositories listed
• Personalized Federated Learning with Adaptive Feature Aggregation and Knowledge Transfer
  19 Oct 2024 0 repositories listed
• Personalizing Low-Rank Bayesian Neural Networks Via Federated Learning
  18 Oct 2024 0 repositories listed
• FedPAE: Peer-Adaptive Ensemble Learning for Asynchronous and Model-Heterogeneous Federated Learning
  17 Oct 2024 0 repositories listed
• TPFL: A Trustworthy Personalized Federated Learning Framework via Subjective Logic
  16 Oct 2024 0 repositories listed
• Influence-oriented Personalized Federated Learning
  4 Oct 2024 0 repositories listed
• Personalized Federated Learning for Generative AI-Assisted Semantic Communications
  3 Oct 2024 0 repositories listed
• Personalized Quantum Federated Learning for Privacy Image Classification
  3 Oct 2024 0 repositories listed
• Towards Layer-Wise Personalized Federated Learning: Adaptive Layer Disentanglement via Conflicting Gradients
  3 Oct 2024 0 repositories listed
• Addressing Data Heterogeneity in Federated Learning with Adaptive Normalization-Free Feature Recalibration
  2 Oct 2024 0 repositories listed
• Personalized Federated Learning via Backbone Self-Distillation
  24 Sep 2024 0 repositories listed
• DP²-FedSAM: Enhancing Differentially Private Federated Learning Through Personalized Sharpness-Aware Minimization
  20 Sep 2024 0 repositories listed
• Personalized Federated Learning Techniques: Empirical Analysis
  10 Sep 2024 0 repositories listed
• pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning
  9 Sep 2024 0 repositories listed
• Personalized Federated Learning via Active Sampling
  3 Sep 2024 0 repositories listed
• FedGlu: A personalized federated learning-based glucose forecasting algorithm for improved performance in glycemic excursion regions
  25 Aug 2024 0 repositories listed
• FedMoE: Personalized Federated Learning via Heterogeneous Mixture of Experts
  21 Aug 2024 0 repositories listed
• Personalized Federated Learning for improving radar based precipitation nowcasting on heterogeneous areas
  11 Aug 2024 0 repositories listed
• Personalized Federated Learning on Heterogeneous and Long-Tailed Data via Expert Collaborative Learning
  4 Aug 2024 0 repositories listed
• Friends in Unexpected Places: Enhancing Local Fairness in Federated Learning through Clustering
  27 Jul 2024 0 repositories listed
• Tackling Feature-Classifier Mismatch in Federated Learning via Prompt-Driven Feature Transformation
  23 Jul 2024 0 repositories listed
• The Diversity Bonus: Learning from Dissimilar Distributed Clients in Personalized Federated Learning
  22 Jul 2024 0 repositories listed
• MH-pFLGB: Model Heterogeneous personalized Federated Learning via Global Bypass for Medical Image Analysis
  29 Jun 2024 0 repositories listed
• pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation
  29 Jun 2024 0 repositories listed
• Towards Personalized Federated Multi-Scenario Multi-Task Recommendation
  27 Jun 2024 0 repositories listed
• Personalized federated learning based on feature fusion
  24 Jun 2024 0 repositories listed
• Federated Face Forgery Detection Learning with Personalized Representation
  17 Jun 2024 0 repositories listed
• Decentralized Personalized Federated Learning
  10 Jun 2024 0 repositories listed
• Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning
  10 Jun 2024 0 repositories listed
• Selective Knowledge Sharing for Personalized Federated Learning Under Capacity Heterogeneity
  31 May 2024 0 repositories listed
• Sheaf HyperNetworks for Personalized Federated Learning
  31 May 2024 0 repositories listed
• Decentralized Directed Collaboration for Personalized Federated Learning
  28 May 2024 0 repositories listed
• FedSheafHN: Personalized Federated Learning on Graph-structured Data
  25 May 2024 0 repositories listed
• FedASTA: Federated adaptive spatial-temporal attention for traffic flow prediction
  21 May 2024 0 repositories listed
• MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis
  10 May 2024 0 repositories listed
• Multi-level Personalized Federated Learning on Heterogeneous and Long-Tailed Data
  10 May 2024 0 repositories listed
• FedCRL: Personalized Federated Learning with Contrastive Shared Representations for Label Heterogeneity in Non-IID Data
  27 Apr 2024 0 repositories listed
• Personalized Federated Learning via Sequential Layer Expansion in Representation Learning
  27 Apr 2024 0 repositories listed
• FedSI: Federated Subnetwork Inference for Efficient Uncertainty Quantification
  24 Apr 2024 0 repositories listed
• Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach
  4 Apr 2024 0 repositories listed
• Client-supervised Federated Learning: Towards One-model-for-all Personalization
  28 Mar 2024 0 repositories listed
• DA-PFL: Dynamic Affinity Aggregation for Personalized Federated Learning
  14 Mar 2024 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.