{"total":28,"rows":[{"id":"2211.13009","title":"Federated Learning on Non-IID Graphs via Structural Knowledge Sharing","created":"2022-11-23","cited_by_count":88,"area":null},{"id":"2206.10206","title":"Personalized Subgraph Federated Learning","created":"2022-06-21","cited_by_count":54,"area":null},{"id":"2301.09152","title":"Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data","created":"2023-01-22","cited_by_count":40,"area":null},{"id":"2308.08643","title":"Towards Personalized Federated Learning via Heterogeneous Model Reassembly","created":"2023-08-16","cited_by_count":31,"area":null},{"id":"2309.11103","title":"Bold but Cautious: Unlocking the Potential of Personalized Federated Learning through Cautiously Aggressive Collaboration","created":"2023-09-20","cited_by_count":23,"area":null},{"id":"2301.08143","title":"Dual Personalization on Federated Recommendation","created":"2023-01-16","cited_by_count":19,"area":null},{"id":"2305.14244","title":"Federated Prompt Learning for Weather Foundation Models on Devices","created":"2023-05-23","cited_by_count":17,"area":null},{"id":"2207.11812","title":"Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications","created":"2022-07-24","cited_by_count":14,"area":null},{"id":"2210.06597","title":"Find Your Friends: Personalized Federated Learning with the Right Collaborators","created":"2022-10-12","cited_by_count":10,"area":null},{"id":"2307.04338","title":"Privacy-Preserving Graph Machine Learning from Data to Computation: A Survey","created":"2023-07-10","cited_by_count":10,"area":null},{"id":"2305.06124","title":"FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment","created":"2023-05-10","cited_by_count":9,"area":null},{"id":"2306.01240","title":"Federated Learning of Models Pre-Trained on Different Features with Consensus Graphs","created":"2023-06-02","cited_by_count":8,"area":null},{"id":"2309.09517","title":"FedGKD: Unleashing the Power of Collaboration in Federated Graph Neural Networks","created":"2023-09-18","cited_by_count":7,"area":null},{"id":"2507.16541","title":"A Comprehensive Data-centric Overview of Federated Graph Learning","created":"2025-07-22","cited_by_count":7,"area":null},{"id":"2305.05221","title":"BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning","created":"2023-05-09","cited_by_count":5,"area":null},{"id":"2311.14469","title":"Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks","created":"2023-11-24","cited_by_count":5,"area":null},{"id":"2401.15874","title":"Rethinking Personalized Federated Learning with Clustering-based Dynamic Graph Propagation","created":"2024-01-29","cited_by_count":5,"area":null},{"id":"2405.20882","title":"Sheaf HyperNetworks for Personalized Federated Learning","created":"2024-05-31","cited_by_count":5,"area":null},{"id":"2407.15320","title":"Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence","created":"2024-07-07","cited_by_count":3,"area":null},{"id":"2407.15464","title":"The Diversity Bonus: Learning from Dissimilar Distributed Clients in Personalized Federated Learning","created":"2024-07-22","cited_by_count":3,"area":null},{"id":"2501.16379","title":"FedAGHN: Personalized Federated Learning with Attentive Graph HyperNetworks","created":"2025-01-24","cited_by_count":2,"area":null},{"id":"2503.05474","title":"Personalized Federated Learning via Learning Dynamic Graphs","created":"2025-03-07","cited_by_count":2,"area":null},{"id":"2301.06662","title":"Graph Learning Across Data Silos","created":"2023-01-17","cited_by_count":1,"area":null},{"id":"2506.20245","title":"FedBKD: Distilled Federated Learning to Embrace Gerneralization and Personalization on Non-IID Data","created":"2025-06-25","cited_by_count":1,"area":null},{"id":"2210.16193","title":"M3FGM:a node masking and multi-granularity message passing-based federated graph model for spatial-temporal data prediction","created":"2022-10-27","cited_by_count":0,"area":null},{"id":"2505.16635","title":"WikiDBGraph: A Data Management Benchmark Suite for Collaborative Learning over Database Silos","created":"2025-05-22","cited_by_count":0,"area":null},{"id":"2605.00322","title":"Federated Weather Modeling on Sensor Data","created":"2026-05-01","cited_by_count":0,"area":null},{"id":"2609.08379","title":"Geographically Regularized AUC-Maximizing Personalized Federated Learning","created":"2026-09-08","cited_by_count":0,"area":null}],"next_cursor":null}