| 2024 | ECCV | SUMix: Mixup with Semantic and Uncertain Information. | Huafeng Qin, Xin Jin, Hongyu Zhu, Hongchao Liao, Mounm A. El-Yacoubi, Xinbo Gao |
| 2024 | HSI | Human Pose Estimation Based Biomechanical Feature Extraction for Long Jumps. | Qi Gan, Sao Mai Nguyen, Mounm A. El-Yacoubi, Eric Fenaux, Stphan Clmenon |
| 2024 | ICLR | Adversarial AutoMixup. | Huafeng Qin, Xin Jin, Yun Jiang, Mounm A. El-Yacoubi, Xinbo Gao |
| 2019 | BIBE | Model Fusion to Enhance the Clinical Acceptability of Long-Term Glucose Predictions. | Maxime De Bois, Mehdi Ammi, Mounm A. El-Yacoubi |
| 2019 | ICONIP | Prediction-Coherent LSTM-Based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People. | Maxime De Bois, Mounm A. El-Yacoubi, Mehdi Ammi |
| 2019 | IJCNN | Study of Short-Term Personalized Glucose Predictive Models on Type-1 Diabetic Children. | Maxime De Bois, Mounm A. El-Yacoubi, Mehdi Ammi |
| 2017 | ICONIP | Comparing Hybrid NN-HMM and RNN for Temporal Modeling in Gesture Recognition. | Nicolas Granger, Mounm A. El-Yacoubi |
| 2016 | ICCHP | Multimodal Sequential Modeling and Recognition of Human Activities. | Mouna Selmi, Mounm A. El-Yacoubi |