| 2024 | AAAI | Fairness-Aware Structured Pruning in Transformers. | Abdelrahman Zayed, Gonalo Mordido, Samira Shabanian, Ioana Baldini, Sarath Chandar |
| 2024 | ACL | Why Don't Prompt-Based Fairness Metrics Correlate? | Abdelrahman Zayed, Gonalo Mordido, Ioana Baldini, Sarath Chandar |
| 2024 | ACSSC | Sharpness-Aware Minimization Scaled by Outlier Normalization for Robust DNNs on In-Memory Computing Accelerators. | Sbastien Henwood, Gonalo Mordido, Yvon Savaria, Sarath Chandar, Franois Leduc-Primeau |
| 2024 | EMNLP | Exploring Quantization for Efficient Pre-Training of Transformer Language Models. | Kamran Chitsaz, Quentin Fournier, Gonalo Mordido, Sarath Chandar |
| 2024 | ICML | Lookbehind-SAM: k steps back, 1 step forward. | Gonalo Mordido, Pranshu Malviya, Aristide Baratin, Sarath Chandar |
| 2023 | AAAI | Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness. | Abdelrahman Zayed, Prasanna Parthasarathi, Gonalo Mordido, Hamid Palangi, Samira Shabanian, Sarath Chandar |
| 2021 | Interspeech | Compressing 1D Time-Channel Separable Convolutions Using Sparse Random Ternary Matrices. | Gonalo Mordido, Matthijs Van Keirsbilck, Alexander Keller |
| 2021 | WACV | Assessing Image and Text Generation with Topological Analysis and Fuzzy Logic. | Gonalo Mordido, Julian Niedermeier, Christoph Meinel |
| 2020 | COLING | Mark-Evaluate: Assessing Language Generation using Population Estimation Methods. | Gonalo Mordido, Christoph Meinel |
| 2020 | CVPR | Monte Carlo Gradient Quantization. | Gonalo Mordido, Matthijs Van Keirsbilck, Alexander Keller |
| 2020 | LREC | Best Student Forcing: A Simple Training Mechanism in Adversarial Language Generation. | Jonathan Sauder, Ting Hu, Xiaoyin Che, Gonalo Mordido, Haojin Yang, Christoph Meinel |
| 2020 | WACV | microbatchGAN: Stimulating Diversity with Multi-Adversarial Discrimination. | Gonalo Mordido, Haojin Yang, Christoph Meinel |
| 2017 | MMSP | Automatic organisation, segmentation, and filtering of user-generated audio content. | Gonalo Mordido, Joo Magalhes, Sofia Cavaco |