Machine Learning

Federated Graph Condensation with Information Bottleneck Principles AAAI 2025 Federated Graph-Level Clustering Network AAAI 2025 Federated In-Context Learning: Iterative Refinement for Improved Answer Quality ICML 2025 Federated Incremental Named Entity Recognition COLING 2025 Federated Learning at the Forefront of Fairness: A Multifaceted Perspective IJCAI 2025 Federated Learning for Feature Generalization with Convex Constraints ICML 2025 Federated Learning with Domain Shift Eraser CVPR 2025 Federated Learning with Feature Space Separation for Speaker Recognition Interspeech 2025 Federated Learning with Heterogeneous LLMs: Integrating Small Student Client Models with a Large Hungry Model AAAI 2025 Federated Learning with Sample-level Client Drift Mitigation AAAI 2025 Federated Low-Rank Adaptation for Foundation Models: A Survey IJCAI 2025 Federated Multi-view Graph Clustering with Incomplete Attribute Imputation IJCAI 2025 Federated Oriented Learning: A Practical One-Shot Personalized Federated Learning Framework ICML 2025 Federated Posterior Sharing for Multi-Agent Systems in Uncertain Environments L4DC 2025 Federated Prompt-Tuning with Heterogeneous and Incomplete Multimodal Client Data ICCV 2025 Federated Recommendation with Explicitly Encoding Item Bias AAAI 2025 Federated Rényi Fair Inference in Federated Heterogeneous System UAI 2025 Federated Representation Angle Learning ICCV 2025 Federated Residual Low-Rank Adaptation of Large Language Models ICLR 2025 Federated Retrieval Augmented Generation for Multi-Product Question Answering COLING 2025 Federated Source-Free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Data WACV 2025 Federated Stochastic Bilevel Optimization with Fully First-Order Gradients IJCAI 2025 Federated UCBVI: Communication-Efficient Federated Regret Minimization with Heterogeneous Agents AISTATS 2025 Federated Unlearning with Gradient Descent and Conflict Mitigation AAAI 2025 Federated Unsupervised Domain Generalization Using Global and Local Alignment of Gradients AAAI 2025