Accepted/Published
- Qilei Li, Ahmed M. Abdelmoniem, “Discovering Latent Knowledge Prototypes for Heterogeneous Federated Learning”, In Proceedings of European Conference on Artificial Intelligence (ECAI), Bologna, Italy, 2025
- Qilei Li, Pantelis Papageorgiou, Gaoyang Liu, Mingliang Gao, Linlin You, Chen, Wan, Ahmed M. Abdelmoniem, “Mitigating Malicious Model Fusion in Federated Learning via Confidence-aware Defense”, Information Fusion, Elseveir, WoS-Q1, Volume 126, 2025
- Wai Fong Tam, Qilei Li, Ahmed M. Abdelmoniem, “Hierarchical Knowledge Structuring for Effective Federated Learning in Heterogeneous Environments”, In Proceedings of International Joint Conference on Neural Networks (IJCNN), Rome, Italy, 2025
- Norah Alballa, Wenxuan Zhang, Ziquan Liu, Ahmed M. Abdelmoniem, Mohamed Elhoseiny, Marco Canini, “Query-Based Knowledge Transfer for Heterogenous Learning Environments”, In Proceedings of International Conference on Learning Representations (ICLR), Singapore, 2025
- Ahmad Faraz Khan, Samuel Fountain, Ahmed M. Abdelmoniem, Ali R. Butt, and Ali Anwar, “FLStore: Efficient Federated Learning Storage for non-training workloads”, In Proceedings of International Conference on Machine Learning Systems (MLSys), Santa Clara, USA, 2025
- Ahmed M. Abdelmoniem, Yuchen Zhao, Routing Knowledge in Decentralized Learning, IEEE Intelligent Systems, WoS-Q1, 2025
- Jose A. Esquivel, Bradley Adlous, Ahmed M. Abdelmoniem, Ahmad Hilal, Linlin You, “Performance Profiling of Federated Learning Across Heterogeneous Mobile Devices”, In Proceedings of the 24th International Conference of Software Quality, Reliability and Security (QRS), Cambridge, UK, Jul, 2024
- Ahmad Faraz Khan, Azal Ahmad Khan, Ahmed M. Abdelmoniem, Samuel Fountain, Ali R. Butt, and Ali Anwar, “FLOAT: Federated Learning Optimizations with Automated Tuning”, In Proceedings of ACM EuroSys, Athens, Greece, Apr, 2024
- Amna Arouj, Ahmed M. Abdelmoniem, “Towards Energy-Aware Federated Learning via Collaborative Computing Approach”, Computer Communications, Elsevier, WoS-Q1, Volume 221, 2024
Under Review
- Qilei Li, Gwanggil Jeon, Mingliang Gao, Wenzhe Zhai, Ahmed M. Abdelmoniem, “Federated Learning for Edge Computing-Enabled Artificial Intelligence of Things: A Survey”, Under Review