| A survey on attacks and their countermeasures in deep learning: Applications in deep neural networks, federated, transfer, and deep reinforcement learning H Ali, D Chen, M Harrington, N Salazar, M Al Ameedi, AF Khan, AR Butt, ... Ieee Access 11, 120095-120130, 2023 | 18 | 2023 |
| Tiff: Tokenized incentive for federated learning J Han, AF Khan, S Zawad, A Anwar, NB Angel, Y Zhou, F Yan, AR Butt 2022 IEEE 15th International Conference on Cloud Computing (CLOUD), 407-416, 2022 | 18 | 2022 |
| Heterogeneity-aware adaptive federated learning scheduling J Han, AF Khan, S Zawad, A Anwar, NB Angel, Y Zhou, F Yan, AR Butt 2022 IEEE international conference on big data (big data), 911-920, 2022 | 11 | 2022 |
| Pi-fl: Personalized and incentivized federated learning AF Khan, X Wang, Q Le, AA Khan, H Ali, J Ding, A Butt, A Anwar arXiv preprint arXiv:2304.07514, 2023 | 10 | 2023 |
| Tokenized incentive for federated learning J Han, AF Khan, S Zawad, A Anwar, NB Angel, Y Zhou, F Yan, AR Butt Proceedings of the AAAI Conference on Artificial Intelligence, 2022 | 9 | 2022 |
| ICL: An Incentivized Collaborative Learning Framework X Wang, Q Le, AF Khan, J Ding, A Anwar 2024 IEEE International Conference on Big Data (BigData), 94-103, 2024 | 7* | 2024 |
| FLOAT: Federated Learning Optimizations with Automated Tuning AF Khan, AA Khan, AM Abdelmoniem, S Fountain, AR Butt, A Anwar Proceedings of the Nineteenth European Conference on Computer Systems, 200-218, 2024 | 6 | 2024 |
| Dynamicfl: Federated learning with dynamic communication resource allocation Q Le, E Diao, X Wang, AF Khan, V Tarokh, J Ding, A Anwar 2024 IEEE International Conference on Big Data (BigData), 998-1008, 2024 | 2 | 2024 |
| Towards cost-effective and resource-aware aggregation at Edge for Federated Learning AF Khan, Y Li, X Wang, S Haroon, H Ali, Y Cheng, AR Butt, A Anwar 2023 IEEE International Conference on Big Data (BigData), 690-699, 2023 | 2 | 2023 |
| Mitigating Sycophancy in Large Language Models via Direct Preference Optimization AA Khan, S Alam, X Wang, AF Khan, DR Neog, A Anwar 2024 IEEE International Conference on Big Data (BigData), 1664-1671, 2024 | | 2024 |
| Personalized Federated Learning Techniques: Empirical Analysis AA Khan, AF Khan, H Ali, A Anwar 2024 IEEE International Conference on Big Data (BigData), 1333-1339, 2024 | | 2024 |
| CIWARS: a web server for waterborne antibiotic resistance surveillance using longitudinal metagenomic data MI Emon, YF Cheung, J Stoll, MA Rumi, C Brown, JM Choi, NA Moumi, ... bioRxiv, 2024.10. 30.621203, 2024 | | 2024 |
Ali AnwarAssistant Professor, University of MinnesotaVerified email at umn.edu