| 2026 | COMPSAC | Toward Trustworthy Survival Analysis Modeling. | Armand Bandiang Massoua, Mohamed Bouguessa, Abdoulaye Banir Diallo |
| 2025 | GLOBECOM | Multi-objective Multi-Attribute Client Selection for Sustainable Over-The-Air Federated Learning. | Maryam Ben Driss, Essaid Sabir, Halima Elbiaze, Abdoulaye Banir Diallo, Mohamed Sadik |
| 2025 | ISCC | IRSA Over Spreading Factors for Spatio-Temporal SIC in Scalable LoRaWAN IoT Networks. | Nadjib Benserir, Yaya Etiabi, Essaid Sabir, El Mehdi Amhoud, Halima Elbiaze, Abdoulaye Banir Diallo |
| 2025 | VTC | Fast & Energy Efficient Federated Learning Using Multi-Attribute Client Clustering and Selection. | Maryam Ben Driss, Essaid Sabir, Halima Elbiaze, Abdoulaye Banir Diallo |
| 2024 | IJCNN | Towards Robust Time-to-Event Prediction: Integrating the Variational Information Bottleneck with Neural Survival Model. | Armand Bandiang Massoua, Abdoulaye Banir Diallo, Mohamed Bouguessa |
| 2023 | AAAI | Exploring the Interaction between Local and Global Latent Configurations for Clustering Single-Cell RNA-Seq: A Unified Perspective. | Nairouz Mrabah, Mohamed Mahmoud Amar, Mohamed Bouguessa, Abdoulaye Banir Diallo |
| 2023 | IJCAI | Toward Convex Manifolds: A Geometric Perspective for Deep Graph Clustering of Single-cell RNA-seq Data. | Nairouz Mrabah, Mohamed Mahmoud Amar, Mohamed Bouguessa, Abdoulaye Banir Diallo |
| 2022 | AAAI | A Model for the Prediction of Lifetime Profit Estimate of Dairy Cattle (Student Abstract). | Vahid Naghashi, Abdoulaye Banir Diallo |
| 2022 | SAC | Generalized graph pattern discovery in linked data with data properties and a domain ontology. | Tomas Martin, Victor Fuentes, Petko Valtchev, Abdoulaye Banir Diallo, Ren Lacroix |
| 2021 | AAAI | A Deep Learning Framework for Improving Lameness Identification in Dairy Cattle. | Yasmine Karoui, Amanda A. Boatswain Jacques, Abdoulaye Banir Diallo, Elise Shepley, Elsa Vasseur |
| 2021 | ISCAS | Wireless Sensor Network and Irrigation System to Monitor Wheat Growth under Drought Stress. | Atia B. Amin, Georges Octave Dubois, Sphora Thurel, Jean Danyluk, Mounir Boukadoum, Abdoulaye Banir Diallo |
| 2021 | KES | Graph pattern mining on top of a domain ontology - preliminary results from a dairy production application. | Tomas Martin, Victor Fuentes, Petko Valtchev, Abdoulaye Banir Diallo, Ren Lacroix, Mounir Boukadoum, Maxime Leduc |
| 2020 | CIKM | Leveraging a Domain Ontology in (Neural) Learning from Heterogeneous Data. | Tomas Martin, Petko Valtchev, Abdoulaye Banir Diallo |
| 2020 | ICAART | Towards an Effective Decision-making System based on Cow Profitability using Deep Learning. | Charlotte Gonalves Frasco, Maxime Radmacher, Ren Lacroix, Roger Cue, Petko Valtchev, Claude Robert, Mounir Boukadoum, Marc-Andr Sirard, Abdoulaye Banir Diallo |
| 2017 | SAC | Ontology-based workflow pattern mining: application to bioinformatics expertise acquisition. | Ahmed Halioui, Tomas Martin, Petko Valtchev, Abdoulaye Banir Diallo |
| 2016 | KES | Face Recognition in the Wild. | Wajdi Dhifli, Abdoulaye Banir Diallo |
| 2015 | ICTAI | Acquisition of Generic Problem Solving Knowledge through Information Extraction and Pattern Mining. | Ahmed Halioui, Petko Valtchev, Abdoulaye Banir Diallo |
| 2008 | RECOMB | An Evolutionary Study of the Human Papillomavirus Genomes. | Dunarel Badescu, Abdoulaye Banir Diallo, Mathieu Blanchette, Vladimir Makarenkov |
| 2006 | RECOMB | Finding Maximum Likelihood Indel Scenarios. | Abdoulaye Banir Diallo, Vladimir Makarenkov, Mathieu Blanchette |