Hazem Hesham Yousef Shalby

11 papers A* 2B 1Journal 8
YearRankTypeTitle / Venue / Authors
2026 A* conf
DQT: Dynamic Quantization Training via Dequantization-Free Nested Integer Arithmetic.
AAAI
Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Francesca Palermo, Diana Trojaniello, Manuel Roveri
2026 J jnl
EmbBERT: Attention under 2 MB memory.
Neural Networks
Riccardo Bravin, Massimo Pavan, Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Manuel Roveri
2026 A* conf
InfoQ: Mixed-Precision Quantization via Global Information Flow.
AAAI
Mehmet Emre Akbulut, Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Manuel Roveri
2025 J jnl
Advancements in Context Recognition for Edge Devices and Smart Eyewear: Sensors and Applications.
IEEE Access
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
2025 J jnl
DQT: Dynamic Quantization Training via Dequantization-Free Nested Integer Arithmetic.
CoRR
Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Francesca Palermo, Diana Trojaniello, Manuel Roveri
2025 J jnl
Dendron: Enhancing Human Activity Recognition with On-Device TinyML Learning.
CoRR
Hazem Hesham Yousef Shalby, Manuel Roveri
2025 J jnl
EmbBERT-Q: Breaking Memory Barriers in Embedded NLP.
CoRR
Riccardo Bravin, Massimo Pavan, Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Manuel Roveri
2025 J jnl
InfoQ: Mixed-Precision Quantization via Global Information Flow.
CoRR
Mehmet Emre Akbulut, Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Manuel Roveri
2025 J jnl
On-Sensor Convolutional Neural Networks with Early-Exits.
CoRR
Hazem Hesham Yousef Shalby, Arianna De Vecchi, Alice Scandelli, Pietro Bartoli, Diana Trojaniello, Manuel Roveri, Federica Villa
2024 B conf
StreamTinyNet: video streaming analysis with spatial-temporal TinyML.
IJCNN
Hazem Hesham Yousef Shalby, Massimo Pavan, Manuel Roveri
2024 J jnl
StreamTinyNet: video streaming analysis with spatial-temporal TinyML.
CoRR
Hazem Hesham Yousef Shalby, Massimo Pavan, Manuel Roveri