Morafah, Mahdi

4 publications

NeurIPS 2024 Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integration Mahdi Morafah, Vyacheslav Kungurtsev, Hojin Chang, Chen Chen, Bill Lin

AAAI 2023 Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles Between Client Data Subspaces Saeed Vahidian, Mahdi Morafah, Weijia Wang, Vyacheslav Kungurtsev, Chen Chen, Mubarak Shah, Bill Lin

NeurIPSW 2022 FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution Saeed Vahidian, Mahdi Morafah, Weijia Wang, Bill Lin

NeurIPSW 2022 Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks Saeed Vahidian, Mahdi Morafah, Chen Chen, Mubarak Shah, Bill Lin