{"total":13,"rows":[{"id":"2203.12285","title":"Towards Effective Clustered Federated Learning: A Peer-to-peer Framework with Adaptive Neighbor Matching","created":"2022-03-23","cited_by_count":24,"area":null},{"id":"2307.13214","title":"FedMEKT: Distillation-based Embedding Knowledge Transfer for Multimodal Federated Learning","created":"2023-07-25","cited_by_count":17,"area":null},{"id":"2203.13950","title":"Multi-Edge Server-Assisted Dynamic Federated Learning with an Optimized Floating Aggregation Point","created":"2022-03-26","cited_by_count":10,"area":null},{"id":"2312.11489","title":"Agglomerative Federated Learning: Empowering Larger Model Training via End-Edge-Cloud Collaboration","created":"2023-12-01","cited_by_count":10,"area":null},{"id":"2203.05369","title":"A Contribution-based Device Selection Scheme in Federated Learning","created":"2022-03-10","cited_by_count":7,"area":null},{"id":"2204.01542","title":"CDKT-FL: Cross-Device Knowledge Transfer using Proxy Dataset in Federated Learning","created":"2022-04-04","cited_by_count":6,"area":null},{"id":"2405.12894","title":"Decentralized Federated Learning Over Imperfect Communication Channels","created":"2024-05-21","cited_by_count":5,"area":null},{"id":"2407.12410","title":"Proximity-based Self-Federated Learning","created":"2024-07-17","cited_by_count":5,"area":null},{"id":"2111.01257","title":"Implicit Model Specialization through DAG-based Decentralized Federated Learning","created":"2021-11-01","cited_by_count":4,"area":null},{"id":"2206.00054","title":"Asynchronous Hierarchical Federated Learning","created":"2022-05-31","cited_by_count":4,"area":null},{"id":"2501.00693","title":"Beyond Model Scale Limits: End-Edge-Cloud Federated Learning with Self-Rectified Knowledge Agglomeration","created":"2025-01-01","cited_by_count":1,"area":null},{"id":"2407.14251","title":"Personalized Multi-tier Federated Learning","created":"2024-07-19","cited_by_count":0,"area":null},{"id":"2506.20413","title":"Client Clustering Meets Knowledge Sharing: Enhancing Privacy and Robustness in Personalized Peer-to-Peer Learning","created":"2025-06-25","cited_by_count":0,"area":null}],"next_cursor":null}