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Dr. rer. nat. N'Dah Jean Kouagou
Senior Researchers
My research interests include machine learning on knowledge graphs, explainable machine learning on RDF knowledge bases, deep learning, and large reasoning models. For more, please refer to
Software Frameworks
Projects
Publications
Neural Reasoning for Robust Instance Retrieval in SHOIQ
Proceedings of the Knowledge Capture Conference 2025 (K-CAP '25), 2025, #inproceedings
Explainable Benchmarking through the Lense of Concept Learning
Proceedings of the 13th Knowledge Capture Conference 2025, 2025, #inproceedings
Ontolearn---A Framework for Large-scale OWL Class Expression Learning in Python
Journal of Machine Learning Research, JMLR, 2025, #article
Benchmarking Knowledge Editing using Logical Rules
The Semantic Web -- ISWC 2025, 2025, #inproceedings
ROCES: Robust Class Expression Synthesis in Description Logics via Iterative Sampling
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, IJCAI-24, 2024, #inproceedings
Inference over Unseen Entities, Relations and Literals on Knowledge Graphs
ECAI Workshops, 2024, #inproceedings
Universal Knowledge Graph Embeddings
Companion Proceedings of the ACM on Web Conference 2024, 2024, #inproceedings
Neural Class Expression Synthesis (Extended Abstract)
NeSy 2023, 17th International Workshop on Neural-Symbolic Learning and Reasoning, Certosa di Pontignano, Siena, Italy, 2023, #inproceedings
Neural Class Expression Synthesis in ALCHIQ(D)
Machine Learning and Knowledge Discovery in Databases, 2023, #inproceedings
Neural Class Expression Synthesis
The Semantic Web - 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28 - June 1, 2023, Proceedings, 2023, #inproceedings
Neural Reasoning for Robust Instance Retrieval in SHOIQ
Proceedings of the Knowledge Capture Conference 2025 (K-CAP '25), 2025, #inproceedings
Explainable Benchmarking through the Lense of Concept Learning
Proceedings of the 13th Knowledge Capture Conference 2025, 2025, #inproceedings
Ontolearn---A Framework for Large-scale OWL Class Expression Learning in Python
Journal of Machine Learning Research, JMLR, 2025, #article
Benchmarking Knowledge Editing using Logical Rules
The Semantic Web -- ISWC 2025, 2025, #inproceedings
ROCES: Robust Class Expression Synthesis in Description Logics via Iterative Sampling
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, IJCAI-24, 2024, #inproceedings