Mohamed Aboelenien Ahmed
- room: B2-315.4
- phone: +49 721 608-47639
- fax: +49 721 608-43962
- mohamed ahmed3 ∂does-not-exist.kit edu
- Haid-und-Neu-Str. 7
Bldg. 07.21
76131 Karlsruhe
Short Bio
Mohamed Aboelenien Ahmed received his B.Sc. and M.Sc. degrees in Computer Science and Engineering from the German University in Cairo in 2018 and 2022, respectively. He is pursuing his Ph.D. under the supervision of Prof. Dr. Jörg Henkel since May 2023 at the Karlsruhe Institute of Technology. His research interest is optimizing machine learning in resource-constrained environments.
Publications
| Journals | |
|---|---|
| Mohamed Aboelenien Ahmed, Kilian Pfeiffer, Osama Abboud, Ramin Khalili, Heba Khdr and Jörg Henkel Accelerated Training on Low-Power Edge Devices in Transactions on Machine Learning Research (TMLR, 10/2025), PDF, Oct 2025. |
| Conferences | |
|---|---|
| Mohamed Aboelenien Ahmed, Mohamed Alsharkawy, Hassan Nassar, Heba Khdr, Jeferson Gonzalez and Jörg Henkel Efficient Federated Learning with Low-Rank Updates under Homomorphic Encryption in DATE 2026, Verona, Apr 20 - 22 2026. | |
| Mohamed Alsharkawy, Mohamed Aboelenien Ahmed, Hassan Nassar, Jeferson Gonzalez, Heba Khdr, Osama Abboud, Xun Xiao, Jörg Henkel
TrustSeed: Lightweight Attestation Protocol for Ensuring LLM Integrity in DATE 2026, Verona, Apr 20 - 22 2026. |
| arXiv | |
|---|---|
| Mohamed Aboelenien Ahmed, Kilian Pfeiffer, Ramin Khalili, Heba Khdr, Jörg Henkel Efficient Zero-Order Federated Finetuning of Language Models for Resource-Constrained Devices in arxiv, DOI, PDF, 2025. | |
| Kilian Pfeiffer, Mohamed Aboelenien Ahmed, Ramin Khalili, Jörg Henkel Efficient Federated Finetuning of Tiny Transformers with Resource-Constrained Devices in arxiv, DOI, PDF, 2024. |
Student Theses
Abbreviation: B - Bachelor Thesis, M - Master Thesis
| Topic | Type of work | Mentor |
|---|---|---|
| Multi-objective Client Selection in Federated Learning (PDF) | B / M | Ahmed, Mohamed Aboelenien / Khdr, Heba |
| Name | Type of work | Title | Mentor |
|---|---|---|---|
| Denkov, Emilian Martin | Bachelor thesis | Adaptive Pruning for Efficient Training on Resource-Constrained Devices | Mohamed Aboelenien Ahmed |
| Ourgani, Ayoub | Master thesis | Multi-objective Client Selection in Federated Learning | Ahmed, Mohamed Aboelenien |
| Shkembi, Antonio | Bachelor thesis | Multi-objective Client Selection in Federated Learning | Ahmed, Mohamed Aboelenien |
| Name | Type of work | Title | Mentor | Completion date |
|---|---|---|---|---|
| Nam, Chris | Bachelor thesis | Federated Learning / Resource Management | Dietrich, Benedikt / Ahmed, Mohamed Aboelenien | 2025-09-01 |