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Sebastijan Dumančić

Sebastijan Dumančić has 2 papers in our library, in 2018–2021; often with Luc De Raedt, Robin Manhaeve, Thomas Demeester.

2 papers in our library · 2018–2021

OpenAlex · ORCID · Wikidata · h-index 13 · 71 works · 1,451 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 141 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #5919

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Delft University of TechnologyDelft · Netherlands2022–2026 · 17 paperscurrent🎓KU LeuvenLeuven · Belgium2016–2021 · 28 papers🎓University of CopenhagenCopenhagen · Denmark2014–2016 · 3 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 2The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 works

💡 Concepts 2Key ideas and methods explained on our concept pages.Knowledge representation and reasoning · 1 workArtificial intelligence · 1 work

 Works by year

2020s

20211 paper

2010s

20181 paper

 Papers

The most cited first (OpenAlex and our library).

  1. DeepProbLog: Neural Probabilistic Logic Programming (2018 · 172 citations)
    Linking low-level perception, which neural networks handle well, with high-level probabilistic and logical reasoning is a long-standing open problem in AI.
  2. From Statistical Relational to Neurosymbolic Artificial Intelligence: a Survey (2021 · 3 citations)
    Neurosymbolic AI (NeSy), which combines neural networks with symbolic reasoning, and statistical relational AI (StarAI), which combines logic with probabilistic graphical models, both aim to unify learning and reasoning.

All works

3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. Learning Sequence Encoders for Temporal Knowledge Graph Completion ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetAlberto García-Durán, Sebastijan Dumančić, Mathias Niepert2018 · 665 citations
  2. DeepProbLog: Neural Probabilistic Logic ProgrammingarXiv:1805.10872Robin Manhaeve, Sebastijan Dumančić, Angelika Kimmig, et al.2018 · 172 citations
  3. From Statistical Relational to Neurosymbolic Artificial Intelligence: a SurveyarXiv:2108.11451Giuseppe Marra, Sebastijan Dumančić, Robin Manhaeve, et al.2021 · 3 citations

 Co-authors here

3 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 141 times (of the 149,439 papers whose bibliographies we read); 13 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/sebastijan-dumancic/