Posts by Collection

Portfolio item number 1

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SkinFormer: Robust Vision Transformer for Automatic Skin Disease Identification

Mohamed Osman, Mohamed Kamel, Fatma Mohammed, Tarek Hussein. “SkinFormer: Robust Vision Transformer for Automatic Skin Disease Identification” 2022 10th International Japan-Africa Conference on Electronics, Communications, and Computations (JAC-ECC), pp. 148-151, doi: 10.1109/JAC-ECC56395.2022.10044005.

Attention-Driven Reinforcement Learning to Optimize Packet Retransmission in Semantic Communication

Mohamed Kamel, Tamer Nadeem. “Attention Driven Reinforcement Learning to Optimize Packet Retransmission in Semantic Communication” GLOBECOM 2025 - 2025 IEEE Global Communications Conference, Taipei, Taiwan, 20252025, pp. 5720-5726, doi: 10.1109/GLOBECOM59602.2025.11432008.

URGE: Urgency-Aware Energy-Efficient UAV Mobility via Hybrid Deep Reinforcement Learning

Mohamed Kamel, Tamer Nadeem. “URGE: Urgency-Aware Energy-Efficient UAV Mobility via Hybrid Deep Reinforcement Learning” 2026 International Conference on Smart Mobility (SM), pp. 1-7, doi: 10.1109/SM69703.2026.11614125.

[Title redacted for double-blind review]

Mohamed Kamel, Tamer Nadeem, Jane Chung. “[Title redacted for double-blind review].” IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Under Review, 2026.

Development of an AI-Enabled Remote Loneliness Assessment System for Older Adults Using Behavioral and Speech Data from IoT Sensors and Smart Speakers

Mohamed Kamel, Tamer Nadeem, Juyoung Park, Jane Chung. “Development of an AI-Enabled Remote Loneliness Assessment System for Older Adults Using Behavioral and Speech Data From IoT Sensors and Smart Speakers.” Assessment, 2026, doi: 10.1177/10731911261479255.

CondFlow-ECG: Conditional Rectified Flow for Morphology-Aware ECG Denoising

Mohamed Kamel, Sahar Selim, Walaa Medhat, and Tamer Nadeem. “CondFlow-ECG: Conditional Rectified Flow for Morphology-Aware ECG Denoising.” IEEE International Conference on Machine Learning and Applications (ICMLA), 2026.

Joint User Activity Detection and Localization for Grant-Free Random Access in Cell-Free Massive MIMO Systems

Omar M. ElSakka, Mohamed Kamel, Tamer Nadeem. “Joint User Activity Detection and Localization for Grant-Free Random Access in Cell-Free Massive MIMO Systems.” IEEE International Conference on Communications (ICC), Under Review, 2026.

SemTCP: Semantic-Aware Scheduling and Selective Recovery for Timely Task-Oriented Communication

Mohamed Kamel, Tamer Nadeem. “SemTCP: Semantic-Aware Scheduling and Selective Recovery for Timely Task-Oriented Communication.” IEEE International Conference on Communications (ICC), Under Review, 2026.

FlowSep-RF: Rectified Flow Matching for Single-Channel Radio-Frequency Signal Separation

Mohamed Kamel, Tamer Nadeem. “FlowSep-RF: Rectified Flow Matching for Single-Channel RF Signal Separation.” IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Under Review, 2026.

TrustFlow-ECG: Reliability-Aware ECG Restoration with Calibrated Risk Estimation

Mohamed Kamel, Tamer Nadeem. “Reliability-Aware Conditional Flow Matching for ECG Signal Restoration.” IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Under Review, 2026.

ProSeD: Source-Side Semantic Decoys Against Unauthorized Data Harvesting

Mohamed Kamel, Nourchene Bargaoui, Tamer Nadeem. “ProSeD: Source-Side Semantic Decoys Against Unauthorized Data Harvesting.” Knowledge-Based Systems (KBS), Under Review, 2026.

Communication-Aware Rectified Flow Matching for Robust Single-Channel RF Source Separation

Mohamed Kamel, Tamer Nadeem. “Communication-Aware Rectified Flow Matching for Robust Single-Channel RF Source Separation.” IEEE Transactions on Wireless Communications (TWC), Under Review, 2026.

[Title redacted for double-blind review]

Mohamed Kamel. “[Title redacted for double-blind review].” International Conference on Learning Representations (ICLR), Under Review, 2027.

From Wearable Signals to Clinical ECG: Toward Continuous Cardiac Monitoring

Invited Talk. From Wearable Signals to Clinical ECG: Toward Continuous Cardiac Monitoring. Department of Computer Science Seminar, Virginia Commonwealth University, March 2026.

Teaching experience 1

January 01, 2014

Teaching experience 2

January 01, 2015