Aissa Hadj Mohamed

According to our database, Aissa Hadj Mohamed authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Empowering Client Selection with Local Knowledge Distillation for Efficient Federated Learning in Non-IID Data.

Aissa Hadj Mohamed, Joahannes B. D. da Costa, Allan Mariano de Souza, Leandro A. Villas, Júlio Cesar dos Reis

J. Internet Serv. Appl., 2025

Leveraging LLM Reflection to Improve Small Language Model Agents' Capabilities.

Aissa Hadj Mohamed, Leandro A. Villas, Júlio Cesar dos Reis

Proceedings of the Computational Intelligence - 17th International Joint Conference, 2025

2024

Efficient Federated Learning for Heterogeneous Data: A Client Selection and Adaptive Knowledge Distillation Approach.

Aissa Hadj Mohamed, Joahannes B. D. da Costa, Allan Mariano de Souza, Leandro A. Villas, Júlio Cesar dos Reis

Proceedings of the 17th IEEE/ACM International Conference on Utility and Cloud Computing, 2024

Combining Client Selection Strategy with Knowledge Distillation for Federated Learning in non-IID Data.

Aissa Hadj Mohamed, Joahannes B. D. da Costa, Leandro A. Villas, Júlio Cesar dos Reis, Allan Mariano de Souza

Proceedings of the IEEE Symposium on Computers and Communications, 2024

2023

CCSF: Clustered Client Selection Framework for Federated Learning in non-IID Data.

Aissa Hadj Mohamed, Allan Mariano de Souza, Joahannes B. D. da Costa, Leandro A. Villas, Júlio Cesar dos Reis

Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

Compressed Client Selection for Efficient Communication in Federated Learning.

Aissa Hadj Mohamed, Nícolas R. G. Assumpçáo, Carlos A. Astudillo, Allan Mariano de Souza, Luiz F. Bittencourt, Leandro A. Villas

Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2021

Forecasting Citywide Crowd Flows with Unbalanced Human Mobility Distributions.

Aissa Hadj Mohamed, Júlio Cesar dos Reis, Leandro Villas

Proceedings of the MobiWac '21: Proceedings of the 19th ACM International Symposium on Mobility Management and Wireless Access, Alicante, Spain, November 22, 2021