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ORCIDMohamed Elmahallawy
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2020 – today
- 2024
[j4]Mohamed Elmahallawy
, Tie Luo, Khaled Ramadan:
Communication-Efficient Federated Learning for LEO Constellations Integrated With HAPs Using Hybrid NOMA-OFDM. IEEE J. Sel. Areas Commun. 42(5): 1097-1114 (2024)- [c7]Mohamed Elmahallawy, Tie Luo:
Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning. PerCom 2024: 80-89 - [i13]Mohamed Elmahallawy, Tie Luo, Khaled Ramadan:
Communication-Efficient Federated Learning for LEO Constellations Integrated with HAPs Using Hybrid NOMA-OFDM. CoRR abs/2401.00685 (2024) - [i12]Mohamed Elmahallawy, Tie Luo:
Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning. CoRR abs/2401.15541 (2024) - [i11]Md Sazedur Rahman, Mohamed Elmahallawy, Sanjay Madria, Samuel Frimpong:
CAV-AD: A Robust Framework for Detection of Anomalous Data and Malicious Sensors in CAV Networks. CoRR abs/2407.05461 (2024) - [i10]Shreen Gul, Mohamed Elmahallawy, Sanjay Madria, Ardhendu Tripathy:
FisherMask: Enhancing Neural Network Labeling Efficiency in Image Classification Using Fisher Information. CoRR abs/2411.05752 (2024) - [i9]Yasmine Mustafa, Mohamed Elmahallawy, Tie Luo:
Efficient Brain Imaging Analysis for Alzheimer's and Dementia Detection Using Convolution-Derivative Operations. CoRR abs/2411.13490 (2024) - [i8]Mizanur Rahman Jewel, Mohamed Elmahallawy, Sanjay Madria, Samuel Frimpong:
DIS-Mine: Instance Segmentation for Disaster-Awareness in Poor-Light Condition in Underground Mines. CoRR abs/2411.13544 (2024) - [i7]Shreen Gul, Mohamed Elmahallawy, Sanjay Madria, Ardhendu Tripathy:
LPLgrad: Optimizing Active Learning Through Gradient Norm Sample Selection and Auxiliary Model Training. CoRR abs/2411.15217 (2024) - 2023
- [c6]Mohamed Elmahallawy, Tie Luo, Mohamed I. Ibrahem:
Secure and Efficient Federated Learning in LEO Constellations Using Decentralized Key Generation and On-Orbit Model Aggregation. GLOBECOM 2023: 5727-5732 - [c5]Mohamed Elmahallawy, Tie Luo:
Optimizing Federated Learning in LEO Satellite Constellations via Intra-Plane Model Propagation and Sink Satellite Scheduling. ICC 2023: 3444-3449 - [c4]Mohamed Elmahallawy, Tie Luo:
One-Shot Federated Learning for LEO Constellations that Reduces Convergence Time from Days to 90 Minutes. MDM 2023: 45-54 - [c3]Yasmine Mustafa, Mohamed Elmahallawy, Tie Luo, Seif Eldawlatly:
A Brain-Computer Interface Augmented Reality Framework with Auto-Adaptive SSVEP Recognition. MetroXRAINE 2023: 799-804 - [i6]Mohamed Elmahallawy, Tie Luo:
Optimizing Federated Learning in LEO Satellite Constellations via Intra-Plane Model Propagation and Sink Satellite Scheduling. CoRR abs/2302.13447 (2023) - [i5]Mohamed Elmahallawy, Tie Luo:
One-Shot Federated Learning for LEO Constellations that Reduces Convergence Time from Days to 90 Minutes. CoRR abs/2305.12316 (2023) - [i4]Yasmine Mustafa, Mohamed Elmahallawy, Tie Luo, Seif Eldawlatly:
A Brain-Computer Interface Augmented Reality Framework with Auto-Adaptive SSVEP Recognition. CoRR abs/2308.06401 (2023) - [i3]Mohamed Elmahallawy, Tie Luo, Mohamed I. Ibrahem:
Secure and Efficient Federated Learning in LEO Constellations using Decentralized Key Generation and On-Orbit Model Aggregation. CoRR abs/2309.01828 (2023) - 2022
- [j3]Mohamed Elmahallawy, Tarek Elfouly, Ali Alouani, Ahmed M. Massoud:
A Comprehensive Review of Lithium-Ion Batteries Modeling, and State of Health and Remaining Useful Lifetime Prediction. IEEE Access 10: 119040-119070 (2022) - [c2]Mohamed Elmahallawy, Tie Luo:
AsyncFLEO: Asynchronous Federated Learning for LEO Satellite Constellations with High-Altitude Platforms. IEEE Big Data 2022: 5478-5487 - [c1]Mohamed Elmahallawy, Tie Luo:
FedHAP: Fast Federated Learning for LEO Constellations using Collaborative HAPs. WCSP 2022: 888-893 - [i2]Mohamed Elmahallawy, Tony T. Luo:
Federated learning for LEO constellations via inter-HAP links. CoRR abs/2205.07216 (2022) - [i1]Mohamed Elmahallawy, Tie Luo:
AsyncFLEO: Asynchronous Federated Learning for LEO Satellite Constellations with High-Altitude Platforms. CoRR abs/2212.11522 (2022)
2010 – 2019
- 2019
- [j2]Mohamed El-Mahallawy, Adly S. Tag Eldien:
Performance enhancement of UWA-OFDM communication systems based on FWHT. Int. J. Commun. Syst. 32(16) (2019) - [j1]Mohamed El-Mahallawy, Adly S. Tag Eldien, Salah S. Elagooz:
Performance Enhancement of Underwater Acoustic OFDM Communication Systems. Wirel. Pers. Commun. 108(4): 2047-2057 (2019)
Coauthor Index
aka: Tony T. Luo
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