| Multi-frame scheduling for federated learning over energy-efficient 6g wireless networks M Beitollahi, N Lu IEEE INFOCOM 2022-IEEE Conference on Computer Communications Workshops …, 2022 | 7 | 2022 |
| Federated learning over wireless networks: Challenges and solutions M Beitollahi, N Lu IEEE Internet of Things Journal, 2023 | 6 | 2023 |
| FLAC: Federated learning with autoencoder compression and convergence guarantee M Beitollahi, N Lu GLOBECOM 2022-2022 IEEE Global Communications Conference, 4589-4594, 2022 | 6 | 2022 |
| Normalization is all you need: Understanding layer-normalized federated learning under extreme label shift G Zhang, M Beitollahi, A Bie, X Chen arXiv preprint arXiv:2308.09565, 2023 | 2 | 2023 |
| DSFL: Dynamic sparsification for federated learning M Beitollahi, M Liu, N Lu 2022 5th International Conference on Communications, Signal Processing, and …, 2022 | 2 | 2022 |
| Cross domain generative augmentation: Domain generalization with latent diffusion models S Hemati, M Beitollahi, AH Estiri, BA Omari, X Chen, G Zhang arXiv preprint arXiv:2312.05387, 2023 | 1 | 2023 |
| Does Combining Parameter-efficient Modules Improve Few-shot Transfer Accuracy? N Asadi, M Beitollahi, Y Khalil, Y Li, G Zhang, X Chen arXiv preprint arXiv:2402.15414, 2024 | | 2024 |
| DFML: Decentralized Federated Mutual Learning YH Khalil, AH Estiri, M Beitollahi, N Asadi, S Hemati, X Li, G Zhang, ... arXiv preprint arXiv:2402.01863, 2024 | | 2024 |
| Parametric Feature Transfer: One-shot Federated Learning with Foundation Models M Beitollahi, A Bie, S Hemati, LM Brunswic, X Li, X Chen, G Zhang arXiv preprint arXiv:2402.01862, 2024 | | 2024 |
| Understanding the Role of Layer Normalization in Label-Skewed Federated Learning G Zhang, M Beitollahi, A Bie, X Chen Transactions on Machine Learning Research, 2023 | | 2023 |
| Green Federated Learning over Wireless Networks M Beitollahi Queen's University (Canada), 2022 | | 2022 |
| Generating a source point of shear waves for shear-wave elasticity imaging MSM Bahador Makkiabadi, Zahra Mardi, Mahdi Beitollahi, Najmeh Meimani WO Patent WO2020075146A1, 2020 | | 2020 |
Ning LuAssistant Professor, Department of Electrical and Computer Engineering, Queen's UniversityVerified email at queensu.ca
