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federated learning

1320 papers

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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

FedPop: Federated Population-based Hyperparameter Tuning AAAI 2025
Scalable and Trustworthy Learning in Heterogeneous Networks AAAI 2025
Mind the Cost of Scaffold! Benign Clients May Even Become Accomplices of Backdoor Attack ICCV 2025
FedAA: A Reinforcement Learning Perspective on Adaptive Aggregation for Fair and Robust Federated Learning AAAI 2025
Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning AAAI 2025
Federated Foundation Models on Heterogeneous Time Series AAAI 2025
Scalable Decentralized Learning with Teleportation ICLR 2025
Progressive Distribution Matching for Federated Semi-Supervised Learning AAAI 2025
Federated Incremental Named Entity Recognition COLING 2025
Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective AAAI 2025
Privacy-Preserving Federated Learning for Hate Speech Detection NAACL 2025
A Federated Framework for LLM-based Recommendation NAACL 2025
Performance Guaranteed Poisoning Attacks in Federated Learning: A Sliding Mode Approach IJCAI 2025
DaringFed: A Dynamic Bayesian Persuasion Pricing for Online Federated Learning Under Two-sided Incomplete Information IJCAI 2025
Inconsistency-Based Federated Active Learning IJCAI 2025
Federated Stochastic Bilevel Optimization with Fully First-Order Gradients IJCAI 2025
Learning Heterogeneous Performance-Fairness Trade-offs in Federated Learning IJCAI 2025
FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data IJCAI 2025
FedPall: Prototype-based Adversarial and Collaborative Learning for Federated Learning with Feature Drift ICCV 2025
FDPT: Federated Discrete Prompt Tuning for Black-Box Visual-Language Models ICCV 2025
FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning AAAI 2025
Dual-calibrated Co-training Framework for Personalized Federated Semi-Supervised Medical Image Segmentation AAAI 2025
Federated Multi-view Graph Clustering with Incomplete Attribute Imputation IJCAI 2025
Creating Coherence in Federated Non-Negative Matrix Factorization AAAI 2025
AI-Driven Personalized Fall Prevention for Older Adults AAAI 2025