Saeed Vahidian

Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity

Saeed Vahidian, Mahdi Morafah, Bill Lin · 2021 · 82 citations

Computing, Computer Science, Data Management +15

FLIS: Clustered Federated Learning Via Inference Similarity for Non-IID Data Distribution

Mahdi Morafah, Saeed Vahidian, Weijia Wang et al. · IEEE Open Journal of the Computer Society · 2023 · 80 citations · Full text

Computing, Computer Science, Data Mining +13

Towards Building The Federatedgpt: Federated Instruction Tuning

Jianyi Zhang, Saeed Vahidian, Martin Kuo et al. · 2024 · 80 citations

Computing, Computer Science, Instruction +12

Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces

Saeed Vahidian, Mahdi Morafah, Weijia Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 79 citations · Full text

Computing, Computer Science, Data Mining +9

Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks

Saeed Vahidian, Mahdi Morafah, Chen Chen et al. · IEEE Transactions on Artificial Intelligence · 2023 · 67 citations · Full text

Computing, Computer Science, Computer Systems +15