Floris Geerts hoogleraar Publicaties Floris Geerts Covered forest : fine-grained generalization analysis of graph neural networks Bron 42nd International Conference on Machine Learning-ICML-Annual, JUL 13-19, 2025, Vancouver, Canada-267 (2025) p. 60984-61034 Auteur(s) Antonis Vasileiou, Ben Finkelsh…

Marek Černý doctoral scholarship holder Research Marek Černý Research team ADReM Data Lab (ADReM) Sub‐quadratic graph neural networks: finding a good tradeoff between efficiency and expressivity. 01/10/2022 - 30/09/2026 Abstract This project situates itself in the area of graph learning, an in…

Floris Geerts professor Research Floris Geerts Research team ADReM Data Lab (ADReM) Expertise Development and study of advanced methods for data storage, cleaning, processing and querying of vast amounts of data. Sub‐quadratic graph neural networks: finding a good tradeoff between efficiency and e…

Tamara Cucumides Faundez doctoraatsbursaal Publicaties Tamara Cucumides Faundez Output bounds for conjunctions of path queries Bron Information processing letters - ISSN 0020-0190-193 (2026) p. 1-7 Auteur(s) Tamara Cucumides Faundez, Juan Reutter, Domagoj Vrgoc Citatielink UnRavL : a neuro-symbolic …

Juno Steegmans expert Publicaties Juno Steegmans Query languages for neural networks Bron LIPIcs : Leibniz International Proceedings in Informatics- () p. 1-18 Auteur(s) Martin Grohe, Christoph Standke, Juno Steegmans, Jan Van den Bussche Citatielink SQL4NN : validation and expressive querying of mo…

Mateusz Cedro doctoraatsbursaal Publicaties Mateusz Cedro On the importance and evaluation of narrativity in natural language AI explanations Bron arXiv Auteur(s) Mateusz Cedro, David Martens Citatielink GraphXAIN : narratives to explain graph neural networks Bron 3rd World Conference on Explainable…

Sarah Leyder predoc researcher FWO Research Sarah Leyder Research team Applied mathematics Robust Directed Acyclic Graph Learning for Causal Modeling. 01/11/2022 - 31/10/2026 Abstract Due to technological advances, the available amount of data has increased exponentially over the last decade. The fi…

Gerrit Janssens onbezoldigd medewerker Publicaties Gerrit Janssens Sustainable chemical warehousing Bron Management principles of sustainable industrial chemistry : theories, concepts and industrial examples for achieving sustainable chemical products and processes from a non-technological viewpoint…

Glen Joris senior onderzoeker - onderzoeksmanager Publicaties Glen Joris The effectiveness of brief meditation assisted with cardiac biofeedback on interoceptive accuracy, sensibility and awareness : a randomized controlled trial Bron Applied psychophysiology and biofeedback - ISSN 1090-0586- (2025)…

Wei Wei doctoraatsbursaal Publicaties Wei Wei Advances in continual graph learning for anti‐money laundering systems : a comprehensive review Bron Wiley Interdisciplinary Reviews: Computational Statistics - ISSN 1939-5108-17:3 (2025) p. 1-28 Auteur(s) Bruno Deprez, Wei Wei, Wouter Verbeke, Bart Ba…

Benny Van Houdt professor Education Benny Van Houdt 2025-2026 2024-2025 2023-2024 2025-2026 Computer Graphics Computer Graphics Course code: 1001WETCGR Bachelor of Computer Science Bachelor of Mathematics Data Structures and Graph Algorithms Data Structures and Graph Algorithms Course code: 1500WETD…

Ali Anwar principal research fellow Publications Ali Anwar Robust offline reinforcement learning for autonomous vessel navigation Source Journal of physics : conference series-3123:1 (2025) p. 1-12 Author(s) Bavo Lesy, Siegfried Mercelis, Ali Anwar Citation link A comprehensive review of datasets an…

Kevin Mets academisch medewerker postdoc - tenure track docent - gastprofessor Onderzoek Kevin Mets Onderzoeksgroep Internet Data Lab (IDLab) Expertise De ontwikkeling en toepassing van nieuwe artificiële intelligentie technieken. Meer specifiek focus ik op deep learning (graph neural networks) en …

Adrem Data Lab search menu search content Bio-Informatics Significant Subgraph Miner The Significant Subgraph Miner (SSM) is an algorithm to find subgraphs in a single graph that are significantly associated with a set of vertices. It can handle a large variety of graph dataset types and vertex sele…

Glen Joris senior researcher Publications Glen Joris The effectiveness of brief meditation assisted with cardiac biofeedback on interoceptive accuracy, sensibility and awareness : a randomized controlled trial Source Applied psychophysiology and biofeedback - ISSN 1090-0586- (2025) p. 1-16 Author(s)…

Gerrit Janssens unpaid staff Publications Gerrit Janssens Sustainable chemical warehousing Source Management principles of sustainable industrial chemistry : theories, concepts and industrial examples for achieving sustainable chemical products and processes from a non-technological viewpoint / Reni…

Wei Wei doctoral scholarship holder Publications Wei Wei Advances in continual graph learning for anti‐money laundering systems : a comprehensive review Source Wiley Interdisciplinary Reviews: Computational Statistics - ISSN 1939-5108-17:3 (2025) p. 1-28 Author(s) Bruno Deprez, Wei Wei, Wouter Ver…

Lynn D'eer Publicaties Lynn D'eer GPI-tree search : algorithms for decision-time planning with the general policy improvement theorem Bron Neural computing and applications - ISSN 0941-0643-37:23 (2025) p. 18989-19007 Auteur(s) Louis Bagot, Lynn D' eer, Steven Latré, Tom De Schepper, Kevin Mets Cit…

Kasper Engelen mandaatassistent Publicaties Kasper Engelen Data-efficient safe policy improvement using parametric structure Bron ECAI 2025 : 28th European Conference on Artificial Intelligence, October 25-30, 2025, Bologna, Italy-413 (2025) p. 4832-4839 Auteur(s) Kasper Engelen, Guillermo Alberto P…

Benoit De Vrieze doctoraatsbursaal Publicaties Benoit De Vrieze Improving household electricity consumption forecasting with smartphone data Bron Advances on P2P, Parallel, Grid, Cloud and Internet Computing: The 20th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PG…

Medicinal Chemistry search menu search content Downloads All of our software tools have been made open source. This is a policy that we strictly adhere as we believe that sharing software and technology ultimately leads to higher quality and faster progress in science. Shape-it Shape-it is the shape…

David Martens gewoon hoogleraar Publicaties David Martens On the importance and evaluation of narrativity in natural language AI explanations Bron arXiv Auteur(s) Mateusz Cedro, David Martens Citatielink We schaken niet om de machine te verslaan, maar omwille van het denken : en hetzelfde geldt voor…

Ali Anwar Publicaties Ali Anwar Robust reinforcement learning in a sample-efficient setting Bron Transactions on machine learning research - ISSN 2835-8856-7 (2025) p. 1-31 Auteur(s) Siemen Herremans, Ali Anwar, Siegfried Mercelis Citatielink Robust and adaptive perception for autonomous vehicles : …

Randy Paredis expert Publicaties Randy Paredis A multi-paradigm modelling foundation for twinning within the context of systems engineering Bron Antwerp, University of Antwerp, Faculty of Science, Department of Computer Science, 2025,xxviii, 171 p. Auteur(s) Randy Paredis, Hans Vangheluwe Citatielin…

Tom De Schepper Publicaties Tom De Schepper GPI-tree search : algorithms for decision-time planning with the general policy improvement theorem Bron Neural computing and applications - ISSN 0941-0643-37:23 (2025) p. 18989-19007 Auteur(s) Louis Bagot, Lynn D' eer, Steven Latré, Tom De Schepper, Kevi…