federated learning

Generalizable Multilingual Hate Speech Detection on Low Resource Indian Languages using Fair Selection in Federated Learning NAACL 2024 Global and Local Prompts Cooperation via Optimal Transport for Federated Learning CVPR 2024 Gradient Coreset for Federated Learning WACV 2024 Harmonizing Generalization and Personalization in Federated Prompt Learning ICML 2024 Heterogeneity-aware Clustered Distributed Learning for Multi-source Data Analysis JMLR 2024 Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning NeurIPS 2024 Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models EMNLP 2024 Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate ICLR 2024 Hiding in Plain Sight: Disguising Data Stealing Attacks in Federated Learning ICLR 2024 Hierarchical Federated Learning with Multi-Timescale Gradient Correction NeurIPS 2024 Hierarchical Global Asynchronous Federated Learning Across Multi-Center ACML 2024 HYDRA-FL: Hybrid Knowledge Distillation for Robust and Accurate Federated Learning NeurIPS 2024 Importance Matching Lemma for Lossy Compression with Side Information AISTATS 2024 Improving Generalization in Federated Learning with Model-Data Mutual Information Regularization: A Posterior Inference Approach NeurIPS 2024 Improving LoRA in Privacy-preserving Federated Learning ICLR 2024 Incentive-Aware Federated Learning with Training-Time Model Rewards ICLR 2024 Internal Cross-layer Gradients for Extending Homogeneity to Heterogeneity in Federated Learning ICLR 2024 Invariant Aggregator for Defending against Federated Backdoor Attacks AISTATS 2024 Knowledge-Aware Parameter Coaching for Personalized Federated Learning AAAI 2024 Knowledge Distillation in Federated Learning: A Practical Guide IJCAI 2024 KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server EMNLP 2024 Knowledge Transfer via Compact Model in Federated Learning (Student Abstract) AAAI 2024 Language-Guided Transformer for Federated Multi-Label Classification AAAI 2024 Late to the Party? On-Demand Unlabeled Personalized Federated Learning WACV 2024 Layer-wise linear mode connectivity ICLR 2024