| 2026 | ESANN | THDC: Training Hyperdimensional Computing Models with Backpropagation. | Hanne Dejonghe, Sam Leroux |
| 2025 | ICRA | Learning Task Specifications from Demonstrations as Probabilistic Automata. | Mattijs Baert, Sam Leroux, Pieter Simoens |
| 2025 | WACV | Exploring Correlated Facial Attributes in Text-to-Image Models: Unintended Consequences in Synthetic Face Generation. | Sander De Coninck, Sam Leroux, Pieter Simoens |
| 2025 | WACV | Adaptive Clustering for Efficient Phenotype Segmentation of UAV Hyperspectral Data. | Ciem Cornelissen, Sam Leroux, Pieter Simoens |
| 2024 | CVPR | Label Efficient Lifelong Multi-View Broiler Detection. | Thorsten Cardoen, Sam Leroux, Pieter Simoens |
| 2024 | CVPR | Mitigating Bias Using Model-Agnostic Data Attribution. | Sander De Coninck, Sam Leroux, Pieter Simoens |
| 2024 | CVPR | Test-time Specialization of Dynamic Neural Networks. | Sam Leroux, Dewant Katare, Aaron Yi Ding, Pieter Simoens |
| 2024 | CVPR | Multi-bit, Black-box Watermarking of Deep Neural Networks in Embedded Applications. | Sam Leroux, Stijn Vanassche, Pieter Simoens |
| 2023 | NeSy | Learning Logic Constraints From Demonstration. | Mattijs Baert, Sam Leroux, Pieter Simoens |
| 2022 | WACV | Multi-branch Neural Networks for Video Anomaly Detection in Adverse Lighting and Weather Conditions. | Sam Leroux, Bo Li, Pieter Simoens |
| 2020 | IROS | Anomaly Detection for Autonomous Guided Vehicles using Bayesian Surprise. | Ozan atal, Sam Leroux, Cedric De Boom, Tim Verbelen, Bart Dhoedt |
| 2018 | ICLR | IamNN: Iterative and Adaptive Mobile Neural Network for efficient image classification. | Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas M. Breuel, Jan Kautz |
| 2018 | NOMS | Fingerprinting encrypted network traffic types using machine learning. | Sam Leroux, Steven Bohez, Pieter-Jan Maenhaut, Nathan Meheus, Pieter Simoens, Bart Dhoedt |
| 2016 | IJCNN | Multi-fidelity matryoshka neural networks for constrained IoT devices. | Sam Leroux, Steven Bohez, Elias De Coninck, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt |
| 2015 | IJCNN | Resource-constrained classification using a cascade of neural network layers. | Sam Leroux, Steven Bohez, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt |
| 2015 | Middleware | DIANNE: Distributed Artificial Neural Networks for the Internet of Things. | Elias De Coninck, Tim Verbelen, Bert Vankeirsbilck, Steven Bohez, Sam Leroux, Pieter Simoens |
| 2015 | RecSys | Combining Collaborative Filtering and Search Engine into Hybrid News Recommendations. | Toon De Pessemier, Sam Leroux, Kris Vanhecke, Luc Martens |