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…

Ali Anwar doctor assistent Publicaties Ali Anwar Robust offline reinforcement learning for autonomous vessel navigation Bron Journal of physics : conference series-3123:1 (2025) p. 1-12 Auteur(s) Bavo Lesy, Siegfried Mercelis, Ali Anwar Citatielink A comprehensive review of datasets and deep learnin…

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 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) p. 1-16 Auteur(s) K…

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 gastprofessor - tenure track docent - gastprofessor externe fondsen 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…

Kasper Engelen mandaatassistent Publicaties Kasper Engelen Analyzing value functions of states in parametric Markov chains Bron Principles of verification: cycling the probabilistic landscape / Jansen, N. [edit.]; et al. [edit.]-p. 145-165 Auteur(s) Kasper Engelen, Guillermo Alberto Pérez, Shrisha …

Tamara Cucumides Faundez doctoraatsbursaal Publicaties Tamara Cucumides Faundez A neuro-symbolic framework for answering graph pattern queries in knowledge graphs Bron - (2024) p. Auteur(s) Tamara Cucumides Faundez, Daniel Daza, Pablo Barceló, Michael Cochez, Floris Geerts, Juan L. Reutter, Miguel …

Lynn D'eer academisch medewerker postdoc 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, T…

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…

Mateusz Cedro doctoraatsbursaal Publicaties Mateusz Cedro Machine learning-based identification of small RNA signatures in aqueous humor as a step toward precision diagnosis of glaucoma Bron Annals of medicine - ISSN 0785-3890-57:1 (2025) p. 1-15 Auteur(s) Margarita Dobrzycka, Anetta Sulewska, Joann…

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…

Floris Geerts hoogleraar Publicaties Floris Geerts QC meet CQ : quantum conjunctive queries Bron 2nd Workshop on Quantum Computing and Quantum-Inspired Technology for, Data-Intensive Systems and Applications-Q-Data, JUN 22-27, 2025, Berlin, Germany- (2025) p. 25-25 Auteur(s) Floris Geerts, Rihan Hai…

Siegfried Mercelis tenure track docent - gastprofessor externe fondsen Publicaties Siegfried Mercelis Action-Conditioned Hamiltonian Generative Networks (AC-HGN) for Supervised and Reinforcement Learning Bron 7th Annual Learning for Dynamics & Control Conference, 04-06 June, 2025, Ann Arbor, Michiga…

Tim Verdonck hoogleraar Publicaties Tim Verdonck Reliable statistical learning for regression and causal discovery Bron -, KU Leuven & Universiteit Antwerpen,xxi, 202 p. Auteur(s) Ruicong Yao, Tim Verdonck, Jakob Raymaekers, P.J. Rousseeuw Citatielink Diverse ensemble cost-sensitive logistic regress…

Henrique Duarte Moura onbezoldigd medewerker Publicaties Henrique Duarte Moura Performance of an end-to-end inventory demand forecasting pipeline using a federated data ecosystem Bron ITISE 2024 : proceedings of the 10th International Conference on Time Series and Forecasting, 15–17 July, 2024, Gr…

Moharram Challenger hoofddocent Publicaties Moharram Challenger Optimization methods for model-implemented fault injection in cyber-physical systems : a systematic literature review Bron Papers - SSRN- () p. 1-26 Auteur(s) Mehrdad Moradi, Tagir Fabarsisov, Onur Kilincceker, Moharram Challenger, Joac…

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…