{"total":13,"rows":[{"id":"2106.06639","title":"Federated Learning with Buffered Asynchronous Aggregation","created":"2021-06-11","cited_by_count":190,"area":null},{"id":"2111.13394","title":"Non-IID data and Continual Learning processes in Federated Learning: A long road ahead","created":"2021-11-26","cited_by_count":36,"area":null},{"id":"2304.06947","title":"TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with Adaptive Partial Training","created":"2023-04-14","cited_by_count":27,"area":null},{"id":"2308.13894","title":"FwdLLM: Efficient FedLLM using Forward Gradient","created":"2023-08-26","cited_by_count":26,"area":null},{"id":"2112.00925","title":"Context-Aware Online Client Selection for Hierarchical Federated Learning","created":"2021-12-02","cited_by_count":20,"area":null},{"id":"2304.13407","title":"FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models","created":"2023-04-26","cited_by_count":17,"area":null},{"id":"2210.16105","title":"Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout","created":"2022-10-28","cited_by_count":12,"area":null},{"id":"2112.11989","title":"FedLGA: Towards System-Heterogeneity of Federated Learning via Local Gradient Approximation","created":"2021-12-22","cited_by_count":10,"area":null},{"id":"2206.04742","title":"Accelerating Asynchronous Federated Learning Convergence via Opportunistic Mobile Relaying","created":"2022-06-09","cited_by_count":6,"area":null},{"id":"2402.00219","title":"FedCore: Straggler-Free Federated Learning with Distributed Coresets","created":"2024-01-31","cited_by_count":2,"area":null},{"id":"2406.01438","title":"Asynchronous Byzantine Federated Learning","created":"2024-06-03","cited_by_count":1,"area":null},{"id":"2409.04986","title":"DynamicFL: Federated Learning with Dynamic Communication Resource Allocation","created":"2024-09-08","cited_by_count":1,"area":null},{"id":"2503.00407","title":"Asynchronous Personalized Federated Learning through Global Memorization","created":"2025-03-01","cited_by_count":0,"area":null}],"next_cursor":null}