CNAS: Constrained Neural Architecture Search. - Matteo Gambella; Alessandro Falcetta; Manuel Roveri (SMC, 2022)

EDANAS: Adaptive Neural Architecture Search for Early Exit Neural Networks. - Matteo Gambella; Manuel Roveri (IJCNN, 2023)

An Efficient Neural Architecture Search Model for Medical Image Classification. - Lunchen Xie; Eugenio Lomurno; Matteo Gambella; Danilo Ardagna; Manuel Roveri; Matteo Matteucci; Qingjiang Shi (ESANN, 2024)

FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness. - Matteo Gambella; Fabrizio Pittorino; Manuel Roveri (IJCNN, 2024)

NACHOS: Neural Architecture Search for Hardware Constrained Early Exit Neural Networks. - Matteo Gambella; Jary Pomponi; Simone Scardapane; Manuel Roveri (CoRR, 2024)

A Lightweight Neural Architecture Search Model for Medical Image Classification. - Lunchen Xie; Eugenio Lomurno; Matteo Gambella; Danilo Ardagna; Manuel Roveri; Matteo Matteucci; Qingjiang Shi (CoRR, 2024)

ZO-DARTS++: An Efficient and Size-Variable Zeroth-Order Neural Architecture Search Algorithm. - Lunchen Xie; Eugenio Lomurno; Matteo Gambella; Danilo Ardagna; Manual Roveri; Matteo Matteucci; Qingjiang Shi (CoRR, 2025)

Architecture-Aware Minimization (A2M): How to Find Flat Minima in Neural Architecture Search. - Matteo Gambella; Fabrizio Pittorino; Manuel Roveri (CoRR, 2025)

DYNAMAX: Dynamic computing for Transformers and Mamba based architectures. - Miguel Nogales; Matteo Gambella; Manuel Roveri (CoRR, 2025)

SEAL: Searching Expandable Architectures for Incremental Learning. - Matteo Gambella; Vicente Javier Castro Solar; Manuel Roveri (CoRR, 2025)