Federated Learning

Understanding Impact of Human Feedback via Influence Functions ACL 2025 Understanding the Stability-based Generalization of Personalized Federated Learning ICLR 2025 Universal Backdoor Defense via Label Consistency in Vertical Federated Learning IJCAI 2025 Unlearning through Knowledge Overwriting: Reversible Federated Unlearning via Selective Sparse Adapter CVPR 2025 Unlocking the Potential of Model Calibration in Federated Learning ICLR 2025 Vertical Federated Learning with Missing Features During Training and Inference ICLR 2025 Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning AAAI 2025 WHALE-FL: Wireless and Heterogeneity Aware Latency Efficient Federated Learning over Mobile Devices via Adaptive Subnetwork Scheduling AAAI 2025 X-FLoRA: Cross-modal Federated Learning with Modality-expert LoRA for Medical VQA EMNLP 2025 You Are Your Own Best Teacher: Achieving Centralized-level Performance in Federated Learning under Heterogeneous and Long-tailed Data ICCV 2025 Zero-shot Federated Unlearning via Transforming from Data-Dependent to Personalized Model-Centric IJCAI 2025 pfl-research: simulation framework for accelerating research in Private Federated Learning NeurIPS 2024 A Bayesian Approach for Personalized Federated Learning in Heterogeneous Settings NeurIPS 2024 A Bias-Free Revenue-Maximizing Bidding Strategy for Data Consumers in Auction-based Federated Learning IJCAI 2024 Accurate Forgetting for Heterogeneous Federated Continual Learning ICLR 2024 A Cluster-based Personalized Federated Learning Strategy for End-to-End ASR of Dementia Patients Interspeech 2024 A Comparative Analysis of Federated Learning for Speech-Based Cognitive Decline Detection Interspeech 2024 Adapted Weighted Aggregation in Federated Learning AAAI 2024 Adaptive Compression in Federated Learning via Side Information AISTATS 2024 Adaptive Federated Learning with Auto-Tuned Clients ICLR 2024 Adaptive Federated Minimax Optimization with Lower Complexities AISTATS 2024 Adaptive Hyper-graph Aggregation for Modality-Agnostic Federated Learning CVPR 2024 A deep learning approach for distributed aggregative optimization with users’ Feedback L4DC 2024 Adversarial Attacks on Federated-Learned Adaptive Bitrate Algorithms AAAI 2024 A Federated Learning Approach to Privacy Preserving Offensive Language Identification COLING 2024