| Adaptive dynamic pruning for non-iid federated learning S Yu, P Nguyen, A Anwar, A Jannesari arXiv preprint arXiv:2106.06921 2, 2021 | 20 | 2021 |
| Heterogeneous federated learning using dynamic model pruning and adaptive gradient S Yu, P Nguyen, A Anwar, A Jannesari 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet …, 2023 | 10 | 2023 |
| Spatl: Salient parameter aggregation and transfer learning for heterogeneous clients in federated learning S Yu, P Nguyen, W Abebe, W Qian, A Anwar, A Jannesari arXiv preprint arXiv:2111.14345, 2021 | 10 | 2021 |
| Resource-aware heterogeneous federated learning using neural architecture search S Yu, P Nguyen, W Abebe, J Stanley, P Munoz, A Jannesari arXiv preprint arXiv:2211.05716, 2022 | 9 | 2022 |
| Spatl: Salient parameter aggregation and transfer learning for heterogeneous federated learning S Yu, P Nguyen, W Abebe, W Qian, A Anwar, A Jannesari SC22: International Conference for High Performance Computing, Networking …, 2022 | 7 | 2022 |
| Enhancing Heterogeneous Federated Learning with Knowledge Extraction and Multi-Model Fusion AJ Duy Phuong Nguyen, Sixing Yu, J. Pablo Muñoz SC-W '23: Proceedings of the SC '23 Workshops of The International …, 2023 | 4* | 2023 |
| FLoRA: Enhancing Vision-Language Models with Parameter-Efficient Federated Learning DP Nguyen, JP Munoz, A Jannesari arXiv preprint arXiv:2404.15182, 2024 | | 2024 |
Ali JannesariAssistant Professor, Iowa State UniversityVerified email at iastate.edu
