Welcome!
I'm an associate professor at ENAC, the French National School of Civil Aviation and a member of the Interactive Informatics Team of ENAC Research Lab.
Prior to this, I was a postdoctoral scholar at Perpignan university working with
Matthieu Martel on fixed-point code synthesis for neural networks.
I defended my thesis Fast and Efficient Bit-level Precision Tuning
in 2021 under the supervision of
Matthieu Martel and Assalé Adjé. I hold a Bachelor’s and a Master’s degree in Computer Science, both received with full marks and honors (summa cum laude) from the University of Sousse (Tunisia) and the University of Perpignan.
I'm looking for strong, motivated PhD students. Contact me to find out more about the subjects I offer!
News:
- (new) Our paper "Rigorous Floating-Point to Fixed-Point Quantization of Deep Neural Networks on STM32 Micro-controllers " is accepted at CoDIT'24 .
- (new) Our paper "Efficient Implementation of Neural Networks Usual Layers on Fixed-Point Architectures" is accepted at LCTES'24 co-located with PLDI.
- (new) Our paper "Compile-Time Optimization of the Energy Consumption of Numerical Computations" is accepted at CF'24.
- (new) Ecole Jeunes Chercheurs(ses) en Programmation - EJCP 2024, GDR GPL will take place in Argelès-sur-Mer from 17 to 21 June 2024.
Recent/Upcoming Talks:
- Fixed-Point Code Synthesis for Neural Networks, CAFEIN Workshop, Jan 2024.
- Contributions to Frugal Computations, Interactive Informatics team seminar, Dec 2023.