{"total":13,"rows":[{"id":"2302.05412","title":"Achieving Linear Speedup in Non-IID Federated Bilevel Learning","created":"2023-02-10","cited_by_count":18,"area":null},{"id":"2306.14853","title":"Near-Optimal Nonconvex-Strongly-Convex Bilevel Optimization with Fully First-Order Oracles","created":"2023-06-26","cited_by_count":17,"area":null},{"id":"2305.19442","title":"SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel Learning","created":"2023-05-30","cited_by_count":14,"area":null},{"id":"2302.06701","title":"Communication-Efficient Federated Bilevel Optimization with Local and Global Lower Level Problems","created":"2023-02-13","cited_by_count":8,"area":null},{"id":"2502.08585","title":"LDC-MTL: Balancing Multi-Task Learning through Scalable Loss Discrepancy Control","created":"2025-02-12","cited_by_count":7,"area":null},{"id":"2408.09539","title":"Efficient Federated Learning against Byzantine Attacks and Data Heterogeneity via Aggregating Normalized Gradients","created":"2024-08-18","cited_by_count":2,"area":null},{"id":"2511.07824","title":"Multi-Objective Bilevel Learning","created":"2025-11-11","cited_by_count":2,"area":null},{"id":"2408.09762","title":"Sequential Federated Learning in Hierarchical Architecture on Non-IID Datasets","created":"2024-08-19","cited_by_count":1,"area":null},{"id":"2508.02993","title":"On the Fast Adaptation of Delayed Clients in Decentralized Federated Learning: A Centroid-Aligned Distillation Approach","created":"2025-08-05","cited_by_count":1,"area":null},{"id":"2509.24330","title":"H+: An Efficient Similarity-Aware Aggregation for Byzantine Resilient Federated Learning","created":"2025-09-29","cited_by_count":1,"area":null},{"id":"2306.01648","title":"Federated Multi-Sequence Stochastic Approximation with Local Hypergradient Estimation","created":"2023-06-02","cited_by_count":0,"area":null},{"id":"2605.28335","title":"Dimensionality Reduction for Robust Federated Learning: A Theoretical Analysis and Convergence Guarantee","created":"2026-05-27","cited_by_count":0,"area":null},{"id":"2606.10595","title":"From Data Heterogeneity to Convergence: A Data-Centric Review of Federated Learning","created":"2026-06-09","cited_by_count":0,"area":null}],"next_cursor":null}