Menna Helmy

According to our database, Menna Helmy authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services.

Menna Helmy, Alaa Awad Abdellatif, Naram Mhaisen, Amr Mohamed, Aiman Erbad

IEEE Trans. Netw. Serv. Manag., December, 2025

Edge-Assisted Data Selection and Continuous Training Framework for AI Services Under Resource-Constrained Networks.

Menna Helmy, Alaa Awad Abdellatif, Amr Mohamed, Ahmed Refaey Hussein, Aiman Erbad

Proceedings of the IEEE International Conference on Communications, 2025

2024

Learn to Slice, Slice to Learn: Unveiling Online Optimization and Reinforcement Learning for Slicing AI Services.

Amr Abo-eleneen, Menna Helmy, Alaa Awad Abdellatif, Aiman Erbad, Amr Mohamed, Mohamed M. Abdallah

CoRR, 2024

Cross-Organ Investigation of Tumor Histological Features Similarities Using Transfer Learning: A Case Study on Breast and Colorectal Tumors.

Menna Helmy, Rafif Al-Saady

Proceedings of the Intelligent Systems and Pattern Recognition, 2024

OLRAMT-DEC: Online Learning-Based Resource Allocation for AI Model Training in a Device-Edge-Cloud Continuum.

Menna Helmy, Noor Khial, Elias Yaacoub, Amr Mohamed

Proceedings of the IEEE Global Conference on Artificial Intelligence and Internet of Things, 2024