| 2026 | EUROGP | Multi-action Tangled Program Graphs for Multi-task Reinforcement Learning with Continuous Control. | Quentin Vacher, Nicolas Beuve, Mickal Dardaillon, Karol Desnos |
| 2025 | GECCO | MAPLE: Multi-Action Programs through Linear Evolution for Continuous Multi-Action Reinforcement Learning. | Quentin Vacher, Stephen Kelly, Ali Naqvi, Nicolas Beuve, Tanya Djavaherpour, Mickal Dardaillon, Karol Desnos |
| 2024 | IJCCI | Hybrid Genetic Programming and Deep Reinforcement Learning for Low-Complexity Robot Arm Trajectory Planning. | Quentin Vacher, Nicolas Beuve, Paul Allaire, Thibaut Marty, Mickal Dardaillon, Karol Desnos |
| 2023 | MMSP | Towards Machine Perception Aware Image Quality Assessment. | Alban Marie, Karol Desnos, Chen Fu, Jinjia Zhou, Luce Morin, Lu Zhang |
| 2023 | PIMRC | Tangled Program Graph for Radio-Frequency Fingerprint Identification. | Alice Chillet, Baptiste Boyer, Robin Gerzaguet, Karol Desnos, Matthieu Gautier |
| 2023 | QoMEX | Evaluation of Image Quality Assessment Metrics for Semantic Segmentation in a Machine-to-Machine Communication Scenario. | Alban Marie, Karol Desnos, Luce Morin, Lu Zhang |
| 2022 | IPAS | Expert training: Enhancing AI resilience to image coding artifacts. | Alban Marie, Karol Desnos, Luce Morin, Lu Zhang |
| 2022 | MMSP | Video Coding for Machines: Large-Scale Evaluation of Deep Neural Networks Robustness to Compression Artifacts for Semantic Segmentation. | Alban Marie, Karol Desnos, Luce Morin, Lu Zhang |
| 2020 | DATE | Fast Kriging-based Error Evaluation for Approximate Computing Systems. | Justine Bonnot, Daniel Mnard, Karol Desnos |
| 2020 | RTNS | Scheduling of Synchronous Dataflow Graphs with Partially Periodic Real-Time Constraints. | Alexandre Honorat, Karol Desnos, Shuvra S. Bhattacharyya, Jean-Franois Nezan |
| 2019 | ICASSP | Accuracy Evaluation Based on Simulation for Finite Precision Systems Using Inferential Statistics. | Justine Bonnot, Karol Desnos, Daniel Mnard |
| 2018 | ISCAS | Stochastic Modeling to Accelerate Approximate Operators Simulation. | Justine Bonnot, Karol Desnos, Daniel Mnard |
| 2018 | MODELSWARD | Model-Based Programming for Multi-processor Platforms with TTool/DIPLODOCUS and OMC. | Andrea Enrici, Julien Lallet, Renaud Pacalet, Ludovic Apvrille, Karol Desnos, Imran Latif |
| 2018 | PDP | Energy-Efficient Actor Execution for SDF Application on Heterogeneous Architectures. | Hergys Rexha, Sbastien Lafond, Karol Desnos |
| 2017 | ISCAS | Throughput evaluation of DSP applications based on hierarchical dataflow models. | Hamza Deroui, Karol Desnos, Jean-Franois Nezan, Alix Munier Kordon |
| 2016 | PDP | On Exploiting Energy-Aware Scheduling Algorithms for MDE-Based Design Space Exploration of MP2SoC. | Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid |
| 2016 | WETICE | Off-Line DVFS Integration in MDE-Based Design Space Exploration Framework for MP2SoC Systems. | Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid |
| 2015 | ICASSP | Buffer merging technique for minimizing memory footprints of Synchronous Dataflow specifications. | Karol Desnos, Maxime Pelcat, Jean-Franois Nezan, Slaheddine Aridhi |
| 2015 | SNPD | Automatic Generation of S-LAM Descriptions from UML/MARTE for the DSE of Massively Parallel Embedded Systems. | Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid |