Browse State-of-the-Art › Federated Learning › Papers, page 28
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 28 of 68: papers 2,701 to 2,800 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.
-
Client Contribution Normalization for Enhanced Federated Learning10 Nov 2024 0 repositories listed
-
Using Diffusion Models as Generative Replay in Continual Federated Learning -- What will Happen?10 Nov 2024 0 repositories listed
-
Federated Split Learning for Human Activity Recognition with Differential Privacy9 Nov 2024 0 repositories listed
-
Personalized Hierarchical Split Federated Learning in Wireless Networks9 Nov 2024 0 repositories listed
-
IPMN Risk Assessment under Federated Learning Paradigm8 Nov 2024 0 repositories listed
-
Network EM Algorithm for Gaussian Mixture Model in Decentralized Federated Learning8 Nov 2024 0 repositories listed
-
QuanCrypt-FL: Quantized Homomorphic Encryption with Pruning for Secure Federated Learning8 Nov 2024 0 repositories listed
-
DWFL: Enhancing Federated Learning through Dynamic Weighted Averaging7 Nov 2024 0 repositories listed
-
EPIC: Enhancing Privacy through Iterative Collaboration7 Nov 2024 0 repositories listed
-
Fed-LDR: Federated Local Data-infused Graph Creation with Node-centric Model Refinement7 Nov 2024 0 repositories listed
-
FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation7 Nov 2024 0 repositories listed
-
Interplay between Federated Learning and Explainable Artificial Intelligence: a Scoping Review7 Nov 2024 0 repositories listed
-
Personalized Federated Learning for Cross-view Geo-localization7 Nov 2024 0 repositories listed
-
Act in Collusion: A Persistent Distributed Multi-Target Backdoor in Federated Learning6 Nov 2024 0 repositories listed
-
Cooperation and Personalization on a Seesaw: Choice-based FL for Safe Cooperation in Wireless Networks6 Nov 2024 0 repositories listed
-
Domain Generalization for Cross-Receiver Radio Frequency Fingerprint Identification6 Nov 2024 0 repositories listed
-
Fed-EC: Bandwidth-Efficient Clustering-Based Federated Learning For Autonomous Visual Robot Navigation6 Nov 2024 0 repositories listed
-
Federated Data-Driven Kalman Filtering for State Estimation6 Nov 2024 0 repositories listed
-
NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA6 Nov 2024 0 repositories listed
-
Overcoming label shift in targeted federated learning6 Nov 2024 0 repositories listed
-
Towards Personalized Federated Learning via Comprehensive Knowledge Distillation6 Nov 2024 0 repositories listed
-
Towards Resource-Efficient Federated Learning in Industrial IoT for Multivariate Time Series Analysis6 Nov 2024 0 repositories listed
-
ATM: Improving Model Merging by Alternating Tuning and Merging5 Nov 2024 0 repositories listed
-
FedBlock: A Blockchain Approach to Federated Learning against Backdoor Attacks5 Nov 2024 0 repositories listed
-
Formal Logic-guided Robust Federated Learning against Poisoning Attacks5 Nov 2024 0 repositories listed
-
Navigating Distribution Shifts in Medical Image Analysis: A Survey5 Nov 2024 0 repositories listed
-
Photon: Federated LLM Pre-Training5 Nov 2024 0 repositories listed
-
Federated GNNs for EEG-Based Stroke Assessment4 Nov 2024 0 repositories listed
-
FedMoE-DA: Federated Mixture of Experts via Domain Aware Fine-grained Aggregation4 Nov 2024 0 repositories listed
-
FedPID: An Aggregation Method for Federated Learning4 Nov 2024 0 repositories listed
-
Analysis of regularized federated learning3 Nov 2024 0 repositories listed
-
Anomalous Client Detection in Federated Learning3 Nov 2024 0 repositories listed
-
Federated Learning Clients Clustering with Adaptation to Data Drifts3 Nov 2024 0 repositories listed
-
Stochastic Communication Avoidance for Recommendation Systems3 Nov 2024 0 repositories listed
-
Trustworthy Federated Learning: Privacy, Security, and Beyond3 Nov 2024 0 repositories listed
-
False Data Injection Attack Detection in Edge-based Smart Metering Networks with Federated Learning2 Nov 2024 0 repositories listed
-
Federated Learning with Relative Fairness2 Nov 2024 0 repositories listed
-
From Federated Learning to Quantum Federated Learning for Space-Air-Ground Integrated Networks2 Nov 2024 0 repositories listed
-
Boosting Federated Learning with FedEntOpt: Mitigating Label Skew by Entropy-Based Client Selection2 Nov 2024 0 repositories listed
-
Privacy-Preserving Federated Learning with Differentially Private Hyperdimensional Computing2 Nov 2024 0 repositories listed
-
AI-based traffic analysis in digital twin networks1 Nov 2024 0 repositories listed
-
BACSA: A Bias-Aware Client Selection Algorithm for Privacy-Preserving Federated Learning in Wireless Healthcare Networks1 Nov 2024 0 repositories listed
-
FedDTPT: Federated Discrete and Transferable Prompt Tuning for Black-Box Large Language Models1 Nov 2024 0 repositories listed
-
Why do we regularise in every iteration for imaging inverse problems?1 Nov 2024 0 repositories listed
-
Wireless Federated Learning over UAV-enabled Integrated Sensing and Communication1 Nov 2024 0 repositories listed
-
Conformalized Prediction of Post-Fault Voltage Trajectories Using Pre-trained and Finetuned Attention-Driven Neural Operators31 Oct 2024 0 repositories listed
-
On Sampling Strategies for Spectral Model Sharding31 Oct 2024 0 repositories listed
-
A Study of Secure Algorithms for Vertical Federated Learning: Take Secure Logistic Regression as an Example30 Oct 2024 0 repositories listed
-
Byzantine-Robust Federated Learning: An Overview With Focus on Developing Sybil-based Attacks to Backdoor Augmented Secure Aggregation Protocols30 Oct 2024 0 repositories listed
-
Communication-Efficient Federated Learning over Wireless Channels via Gradient Sketching30 Oct 2024 0 repositories listed
-
CopRA: A Progressive LoRA Training Strategy30 Oct 2024 0 repositories listed
-
Federated Learning for Diabetic Retinopathy Diagnosis: Enhancing Accuracy and Generalizability in Under-Resourced Regions30 Oct 2024 0 repositories listed
-
Federated UCBVI: Communication-Efficient Federated Regret Minimization with Heterogeneous Agents30 Oct 2024 0 repositories listed
-
Towards Robust and Efficient Federated Low-Rank Adaptation with Heterogeneous Clients30 Oct 2024 0 repositories listed
-
Exploring Gradient Subspaces: Addressing and Overcoming LoRA's Limitations in Federated Fine-Tuning of Large Language Models30 Oct 2024 0 repositories listed
-
Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI29 Oct 2024 0 repositories listed
-
BF-Meta: Secure Blockchain-enhanced Privacy-preserving Federated Learning for Metaverse29 Oct 2024 0 repositories listed
-
OPA: One-shot Private Aggregation with Single Client Interaction and its Applications to Federated Learning29 Oct 2024 0 repositories listed
-
Online Mirror Descent for Tchebycheff Scalarization in Multi-Objective Optimization29 Oct 2024 0 repositories listed
-
rAge-k: Communication-Efficient Federated Learning Using Age Factor29 Oct 2024 0 repositories listed
-
Enhanced channel estimation for near-field IRS-aided multi-user MIMO system via a large deep residual network28 Oct 2024 0 repositories listed
-
Federated Time Series Generation on Feature and Temporally Misaligned Data28 Oct 2024 0 repositories listed
-
On Homomorphic Encryption Based Strategies for Class Imbalance in Federated Learning28 Oct 2024 0 repositories listed
-
Anatomical 3D Style Transfer Enabling Efficient Federated Learning with Extremely Low Communication Costs26 Oct 2024 0 repositories listed
-
FedMABA: Towards Fair Federated Learning through Multi-Armed Bandits Allocation26 Oct 2024 0 repositories listed
-
Privacy-Preserving Federated Learning via Dataset Distillation25 Oct 2024 0 repositories listed
-
Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning25 Oct 2024 0 repositories listed
-
MetaTrading: An Immersion-Aware Model Trading Framework for Vehicular Metaverse Services25 Oct 2024 0 repositories listed
-
Adapting MLOps for Diverse In-Network Intelligence in 6G Era: Challenges and Solutions24 Oct 2024 0 repositories listed
-
Equitable Federated Learning with Activation Clustering24 Oct 2024 0 repositories listed
-
FedBaF: Federated Learning Aggregation Biased by a Foundation Model24 Oct 2024 0 repositories listed
-
FedSPD: A Soft-clustering Approach for Personalized Decentralized Federated Learning24 Oct 2024 0 repositories listed
-
LanFL: Differentially Private Federated Learning with Large Language Models using Synthetic Samples24 Oct 2024 0 repositories listed
-
Enhancing Federated Learning Convergence with Dynamic Data Queue and Data Entropy-driven Participant Selection23 Oct 2024 0 repositories listed
-
LEGO: Language Model Building Blocks23 Oct 2024 0 repositories listed
-
Multi-Continental Healthcare Modelling Using Blockchain-Enabled Federated Learning23 Oct 2024 0 repositories listed
-
ProFL: Performative Robust Optimal Federated Learning23 Oct 2024 0 repositories listed
-
Securing Federated Learning against Backdoor Threats with Foundation Model Integration23 Oct 2024 0 repositories listed
-
Towards Active Participant-Centric Vertical Federated Learning: Some Representations May Be All You Need23 Oct 2024 0 repositories listed
-
Which Client is Reliable?: A Reliable and Personalized Prompt-based Federated Learning for Medical Image Question Answering23 Oct 2024 0 repositories listed
-
Data Obfuscation through Latent Space Projection (LSP) for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection22 Oct 2024 0 repositories listed
-
Deep Learning Aided Broadcast Codes with Feedback22 Oct 2024 0 repositories listed
-
Federated Causal Inference: Multi-Study ATE Estimation beyond Meta-Analysis22 Oct 2024 0 repositories listed
-
Meta Stackelberg Game: Robust Federated Learning against Adaptive and Mixed Poisoning Attacks22 Oct 2024 0 repositories listed
-
Distributed Learning for UAV Swarms21 Oct 2024 0 repositories listed
-
DMM: Distributed Matrix Mechanism for Differentially-Private Federated Learning Based on Constant-Overhead Linear Secret Resharing21 Oct 2024 0 repositories listed
-
Extracting Spatiotemporal Data from Gradients with Large Language Models21 Oct 2024 0 repositories listed
-
Federated Learning with MMD-based Early Stopping for Adaptive GNSS Interference Classification21 Oct 2024 0 repositories listed
-
Geographical Node Clustering and Grouping to Guarantee Data IIDness in Federated Learning21 Oct 2024 0 repositories listed
-
Subword Embedding from Bytes Gains Privacy without Sacrificing Accuracy and Complexity21 Oct 2024 0 repositories listed
-
A Bayesian Framework for Clustered Federated Learning20 Oct 2024 0 repositories listed
-
Tighter Performance Theory of FedExProx20 Oct 2024 0 repositories listed
-
DPVS-Shapley:Faster and Universal Contribution Evaluation Component in Federated Learning19 Oct 2024 0 repositories listed
-
Personalized Federated Learning with Adaptive Feature Aggregation and Knowledge Transfer19 Oct 2024 0 repositories listed
-
A Communication and Computation Efficient Fully First-order Method for Decentralized Bilevel Optimization18 Oct 2024 0 repositories listed
-
FedSpaLLM: Federated Pruning of Large Language Models18 Oct 2024 0 repositories listed
-
Personalizing Low-Rank Bayesian Neural Networks Via Federated Learning18 Oct 2024 0 repositories listed
-
Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information17 Oct 2024 0 repositories listed
-
Federated scientific machine learning for approximating functions and solving differential equations with data heterogeneity17 Oct 2024 0 repositories listed
-
FedPAE: Peer-Adaptive Ensemble Learning for Asynchronous and Model-Heterogeneous Federated Learning17 Oct 2024 0 repositories listed