Hazem Hesham Yousef Shalby

According to our database, Hazem Hesham Yousef Shalby authored at least 9 papers between 2024 and 2026.

Collaborative distances:

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

2026

EmbBERT: Attention under 2 MB memory.

Riccardo Bravin, Massimo Pavan, Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Manuel Roveri

Neural Networks, 2026

An Algorithm for On-Sensor Agnostic Detection of Changes in Human Activity for Ultra-Low-Power Applications.

Sara Rimoldi, Arianna De Vecchi, Hazem Hesham Yousef Shalby, Federica Villa

Proceedings of the 20th IEEE International Conference on Automatic Face and Gesture Recognition, 2026

DQT: Dynamic Quantization Training via Dequantization-Free Nested Integer Arithmetic.

Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Francesca Palermo, Diana Trojaniello, Manuel Roveri

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

InfoQ: Mixed-Precision Quantization via Global Information Flow.

Mehmet Emre Akbulut, Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Manuel Roveri

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

On-Sensor Convolutional Neural Networks with Early-Exits.

Hazem Hesham Yousef Shalby, Arianna De Vecchi, Alice Scandelli, Pietro Bartoli, Diana Trojaniello, Manuel Roveri, Federica Villa

CoRR, March, 2025

Dendron: Enhancing Human Activity Recognition with On-Device TinyML Learning.

Hazem Hesham Yousef Shalby, Manuel Roveri

CoRR, March, 2025

EmbBERT-Q: Breaking Memory Barriers in Embedded NLP.

Riccardo Bravin, Massimo Pavan, Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Manuel Roveri

CoRR, February, 2025

Advancements in Context Recognition for Edge Devices and Smart Eyewear: Sensors and Applications.

Francesca Palermo, Luca Casciano, Lokmane Demagh, Aurelio Teliti, Niccolò Antonello, Giacomo Gervasoni, Hazem Hesham Yousef Shalby, Marco Brando Mario Paracchini, Simone Mentasti, Hao Quan, Riccardo Santambrogio, Cédric Gilbert, Manuel Roveri, Matteo Matteucci, Marco Marcon, Diana Trojaniello

IEEE Access, 2025

2024

StreamTinyNet: video streaming analysis with spatial-temporal TinyML.

Hazem Hesham Yousef Shalby, Massimo Pavan, Manuel Roveri

Proceedings of the International Joint Conference on Neural Networks, 2024