| 2025 | ISCAS | SmartNMC: A 1Mb-200W-20fps near-imager spatio-temporal inference hardware module. | William Guicquero, Nicolas Pelletier, Van Thien Nguyen, Jean-Philippe Nol, Manuel Pezzin, Marjorie Gary, Sylvain Choisnet |
| 2024 | ISCAS | On Class-Incremental Learning for Fully Binarized Convolutional Neural Networks. | Yanis Basso-Bert, William Guicquero, Anca Molnos, Romain Lemaire, Antoine Dupret |
| 2022 | ISCAS | Histogram-Equalized Quantization for logic-gated Residual Neural Networks. | Van Thien Nguyen, William Guicquero, Gilles Sicard |
| 2020 | ISCAS | Algorithmic Enablers for Compact Neural Network Topology Hardware Design: Review and Trends. | William Guicquero, Arnaud Verdant |
| 2019 | ACSSC | Near Sensor Decision Making via Compressed Measurements for Highly Constrained Hardware. | Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard |
| 2019 | ICIP | Hardware-Friendly Compressive Imaging Based on Random Modulations & Permutations for Image Acquisition and Classification. | Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard |
| 2019 | ISCAS | An Analog-to-Information VGA Image Sensor Architecture for Support Vector Machine on Compressive Measurements. | Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard |
| 2019 | ISCAS | Exploring Hierarchical Machine Learning for Hardware-Limited Multi-Class Inference on Compressed Measurements. | Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard |
| 2017 | ISCAS | Impact of fixed pattern noise on embedded image compression techniques. | William Guicquero, Laurent Alacoque |
| 2015 | ISCAS | A 3T or 4T pixel compatible DR extension technique suitable for 3D-IC imagers: A 800512 and 5μm pixel pitch 2D demonstrator. | Arnaud Peizerat, Fadoua Guezzi Messaoud, Michele Benetti, Antoine Dupret, Remi Jalby, Leonardo Bruno de S, William Guicquero, Yves Blanchard |
| 2014 | ACSSC | On compensating unknown pixel behaviors for image sensors with embedded processing. | William Guicquero, Michele Benetti, Arnaud Peizerat, Antoine Dupret, Pierre Vandergheynst |
| 2013 | ACSSC | An adaptive compressive sensing with side information. | William Guicquero, Antoine Dupret, Pierre Vandergheynst |
| 2013 | ACSSC | Multi-capture High Dynamic Range compressive imaging. | William Guicquero, Antoine Dupret, Pierre Vandergheynst |