| 2026 | INFOCOM | T4G: Trace-based P4 Program Generation. | Chenxing Ji, Timo Jugariu, Sebastijan Dumancic, Fernando Kuipers |
| 2024 | AAAI | DeepSaDe: Learning Neural Networks That Guarantee Domain Constraint Satisfaction. | Kshitij Goyal, Sebastijan Dumancic, Hendrik Blockeel |
| 2024 | IJCAI | Learning Logic Programs by Discovering Higher-Order Abstractions. | Cline Hocquette, Sebastijan Dumancic, Andrew Cropper |
| 2023 | AAAI | Embedding a Long Short-Term Memory Network in a Constraint Programming Framework for Tomato Greenhouse Optimisation. | Dirk van Bokkem, Max van den Hemel, Sebastijan Dumancic, Neil Yorke-Smith |
| 2021 | AAAI | Knowledge Refactoring for Inductive Program Synthesis. | Sebastijan Dumancic, Tias Guns, Andrew Cropper |
| 2021 | AAAI | Automated Reasoning and Learning for Automated Payroll Management. | Sebastijan Dumancic, Wannes Meert, Stijn Goethals, Tim Stuyckens, Jelle Huygen, Koen Denies |
| 2021 | IDA | avatar - Automated Feature Wrangling for Machine Learning. | Gust Verbruggen, Elia Van Wolputte, Sebastijan Dumancic, Luc De Raedt |
| 2020 | IJCAI | Learning Large Logic Programs By Going Beyond Entailment. | Andrew Cropper, Sebastijan Dumancic |
| 2020 | IJCAI | Turning 30: New Ideas in Inductive Logic Programming. | Andrew Cropper, Sebastijan Dumancic, Stephen H. Muggleton |
| 2020 | IJCAI | From Statistical Relational to Neuro-Symbolic Artificial Intelligence. | Luc De Raedt, Sebastijan Dumancic, Robin Manhaeve, Giuseppe Marra |
| 2019 | IJCAI | Learning Relational Representations with Auto-encoding Logic Programs. | Sebastijan Dumancic, Tias Guns, Wannes Meert, Hendrik Blockeel |
| 2019 | IJCAI | A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning. | Sebastijan Dumancic, Alberto Garca-Durn, Mathias Niepert |
| 2019 | NeSy | Neuro-Symbolic = Neural + Logical + Probabilistic. | Luc De Raedt, Robin Manhaeve, Sebastijan Dumancic, Thomas Demeester, Angelika Kimmig |
| 2018 | DIS | COBRASTS: A New Approach to Semi-supervised Clustering of Time Series. | Toon van Craenendonck, Wannes Meert, Sebastijan Dumancic, Hendrik Blockeel |
| 2018 | EMNLP | Learning Sequence Encoders for Temporal Knowledge Graph Completion. | Alberto Garca-Durn, Sebastijan Dumancic, Mathias Niepert |
| 2018 | IDA | COBRAS: Interactive Clustering with Pairwise Queries. | Toon van Craenendonck, Sebastijan Dumancic, Elia Van Wolputte, Hendrik Blockeel |
| 2017 | IJCAI | COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints. | Toon van Craenendonck, Sebastijan Dumancic, Hendrik Blockeel |
| 2017 | IJCAI | Clustering-Based Relational Unsupervised Representation Learning with an Explicit Distributed Representation. | Sebastijan Dumancic, Hendrik Blockeel |
| 2017 | ILP | Demystifying Relational Latent Representations. | Sebastijan Dumancic, Hendrik Blockeel |
| 2016 | ECAI | An Efficient and Expressive Similarity Measure for Relational Clustering Using Neighbourhood Trees. | Sebastijan Dumancic, Hendrik Blockeel |