| 2024 | ICPADS | Towards LLM-Powered Ambient Sensor Based Multi-Person Human Activity Recognition. | Xi Chen, Julien Cumin, Fano Ramparany, Dominique Vaufreydaz |
| 2024 | PERCOM | Generative Resident Separation and Multi-label Classification for Multi-person Activity Recognition. | Xi Chen, Julien Cumin, Fano Ramparany, Dominique Vaufreydaz |
| 2023 | ACII | Accommodating Missing Modalities in Time-Continuous Multimodal Emotion Recognition. | Juan Vazquez-Rodriguez, Grgoire Lefebvre, Julien Cumin, James L. Crowley |
| 2022 | ACII | Emotion Recognition with Pre-Trained Transformers Using Multimodal Signals. | Juan Vazquez-Rodriguez, Grgoire Lefebvre, Julien Cumin, James L. Crowley |
| 2022 | ICPR | Transformer-Based Self-Supervised Learning for Emotion Recognition. | Juan Vazquez-Rodriguez, Grgoire Lefebvre, Julien Cumin, James L. Crowley |
| 2018 | PERCOM | Inferring Availability for Communication in Smart Homes Using Context. | Julien Cumin, Grgoire Lefebvre, Fano Ramparany, James L. Crowley |
| 2017 | EDBT | Data Exploration with SQL using Machine Learning Techniques. | Julien Cumin, Jean-Marc Petit, Vasile-Marian Scuturici, Sabina Surdu |