| 2025 | QCE | An Efficient Algorithm for Extending Uniform Superposition States for Time-Series Data. | Carla Rieger, Michele Grossi, Gian Giacomo Guerreschi, Sofia Vallecorsa, Martin Werner |
| 2023 | QCE | Quantum Generative Adversarial Networks For Anomaly Detection In High Energy Physics. | Elie Bermot, Christa Zoufal, Michele Grossi, Julian Schuhmacher, Francesco Tacchino, Sofia Vallecorsa, Ivano Tavernelli |
| 2023 | QCE | Approximately Equivariant Quantum Neural Network for p4m Group Symmetries in Images. | Su Yeon Chang, Michele Grossi, Bertrand Le Saux, Sofia Vallecorsa |
| 2023 | QCE | Classification with Integrated Quantum and Spiking Neural Networks. | Dominic Pasquali, Michele Grossi, Sofia Vallecorsa |
| 2022 | ICPRAM | Reduced Precision Research of a GAN Image Generation Use-case. | Florian Rehm, Vikram A. Saletore, Sofia Vallecorsa, Kerstin Borras, Dirk Krcker |
| 2022 | IGARSS | Quantum Convolutional Circuits for Earth Observation Image Classification. | Su Yeon Chang, Bertrand Le Saux, Sofia Vallecorsa, Michele Grossi |
| 2022 | IGARSS | Dual-Tasks Siamese Transformer Framework for Building Damage Assessment. | Hongruixuan Chen, Edoardo Nemni, Sofia Vallecorsa, Xi Li, Chen Wu, Lars Bromley |
| 2021 | ICPRAM | Reduced Precision Strategies for Deep Learning: A High Energy Physics Generative Adversarial Network Use Case. | Florian Rehm, Sofia Vallecorsa, Vikram A. Saletore, Hans Pabst, Adel Chaibi, Valeriu Codreanu, Kerstin Borras, Dirk Krcker |
| 2020 | ICMLA | Evaluating Mixed-Precision Arithmetic for 3D Generative Adversarial Networks to Simulate High Energy Physics Detectors. | John Osorio Ros, Adri Armejach, Gulrukh Khattak, Eric Petit, Sofia Vallecorsa, Marc Casas |
| 2019 | ICMLA | Particle Detector Simulation using Generative Adversarial Networks with Domain Related Constraints. | Gul Rukh Khattak, Sofia Vallecorsa, Federico Carminati, Gul Muhammad Khan |
| 2018 | HiPC | Data-Parallel Training of Generative Adversarial Networks on HPC Systems for HEP Simulations. | Sofia Vallecorsa, Diana Moise, Federico Carminati, Gul Rukh Khattak |
| 2018 | ICIP | Three Dimensional Energy Parametrized Generative Adversarial Networks for Electromagnetic Shower Simulation. | Gul Rukhkhattak, Sofia Vallecorsa, Federico Carminati |