← Keywords

federated learning

1320 papers

Explore in graph

Also known as

FCL FGL FL FL OR NULL FEDMD FEDA AFL PPFL PFL FEDDG FHGL

Co-occurring keywords

distributed learning (563) communication efficiency (297) model aggregation (156) differential privacy (1010) knowledge distillation (3680) data heterogeneity (112) non-iid datum (109) privacy preservation (376) model compression (3283) distributed optimization (275)

Papers

Late to the Party? On-Demand Unlabeled Personalized Federated Learning WACV 2024
Federated Multi-View Clustering via Tensor Factorization IJCAI 2024
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices NIPS 2024
Collaborative Learning across Heterogeneous Systems with Pre-Trained Models AAAI 2024
Federated Document-Level Biomedical Relation Extraction with Localized Context Contrast COLING 2024
LR-XFL: Logical Reasoning-Based Explainable Federated Learning AAAI 2024
On the Role of Server Momentum in Federated Learning AAAI 2024
Federated Model Heterogeneous Matryoshka Representation Learning NIPS 2024
Data Disparity and Temporal Unavailability Aware Asynchronous Federated Learning for Predictive Maintenance on Transportation Fleets AAAI 2024
Classifier Clustering and Feature Alignment for Federated Learning under Distributed Concept Drift NIPS 2024
A Primal-Dual Algorithm for Hybrid Federated Learning AAAI 2024
Federated Graph Learning under Domain Shift with Generalizable Prototypes AAAI 2024
Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning AAAI 2024
Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models EMNLP 2024
Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models COLING 2024
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling CVPR 2024
No Prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation AAAI 2024
PerFedRLNAS: One-for-All Personalized Federated Neural Architecture Search AAAI 2024
Adversarial Attacks on Federated-Learned Adaptive Bitrate Algorithms AAAI 2024
Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation AAAI 2024
Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding COLING 2024
Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning NIPS 2024
Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images AAAI 2024
Personalized Federated X-armed Bandit AISTATS 2024
DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models CVPR 2024