BeatFlow: ECG Reconstruction from Indirect Wearable Signals using Conditional Rectified Flow
Mohamed Kamel. “BeatFlow: ECG Reconstruction from Indirect Wearable Signals using Conditional Rectified Flow.” NeurIPS 2026 (in progress).
Publications
(* Equal contribution)
Learning-Based ECG Denoising using Conditional Rectified Flow
Mohamed Kamel. “Learning-Based ECG Denoising using Conditional Rectified Flow.” CinC 2026 (Under Review).
Proactive Semantic Deception Against Unauthorized Data Harvesting
Mohamed Kamel, Nourchene Bargaoui, Tamer Nadeem. “Proactive Semantic Deception Against Unauthorized Data Harvesting.” ICML 2026 (Under Review).
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.” SM 2026.
Development of an AI-Enabled Remote Loneliness Detection System Using Speech and Behavioral Data
Mohamed Kamel, Tamer Nadeem, Juyoung Park, Jane Chung. “Development of an AI-Enabled Remote Loneliness Detection System Using Speech and Behavioral Data.” Assessment (Under Review).
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.” IEEE GLOBECOM 2025.
[paper]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.” JAC-ECC 2022.
[paper]