Lyu, Xinchen

4 publications

ICLR 2026 Unified Analyses for Hierarchical Federated Learning: Topology Selection Under Data Heterogeneity Ziyi Zhou, Yipeng Li, Xinchen Lyu

NeurIPS 2025 A Unified Analysis of Stochastic Gradient Descent with Arbitrary Data Permutations and Beyond Yipeng Li, Xinchen Lyu, Zhenyu Liu

JMLR 2025 Sharp Bounds for Sequential Federated Learning on Heterogeneous Data Yipeng Li, Xinchen Lyu

NeurIPS 2023 Convergence Analysis of Sequential Federated Learning on Heterogeneous Data Yipeng Li, Xinchen Lyu