Ji, Mingyue

5 publications

ICLR 2024 A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging Shiqiang Wang, Mingyue Ji

ICML 2024 A New Theoretical Perspective on Data Heterogeneity in Federated Optimization Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji

ICMLW 2023 A New Theoretical Perspective on Data Heterogeneity in Federated Optimization Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji

NeurIPS 2022 A Unified Analysis of Federated Learning with Arbitrary Client Participation Shiqiang Wang, Mingyue Ji

AAAI 2022 Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji