How Do the Score Distributions of Subpopulations Influence Fairness Notions? - Carmen Mazijn; Jan Danckaert; Vincent Ginis (AIES, 2021)

Calculating Millimeter-Wave Modes of Copper Twisted-Pair Cables Using Transformation Optics. - Ali Mohajer Hejazi; Gert-Jan Stockman; Yannick Lefevre; Vincent Ginis; Werner Coomans (IEEE Access, 2021)

Data driven design of optical resonators. - Joeri Lenaerts; Hannah Pinson; Vincent Ginis (CoRR, 2022)

LUCID: Exposing Algorithmic Bias through Inverse Design. - Carmen Mazijn; Carina Prunkl; Andres Algaba; Jan Danckaert; Vincent Ginis (AAAI, 2023)

Linear CNNs Discover the Statistical Structure of the Dataset Using Only the Most Dominant Frequencies. - Hannah Pinson; Joeri Lenaerts; Vincent Ginis (ICML, 2023)

LUCID-GAN: Conditional Generative Models to Locate Unfairness. - Andres Algaba; Carmen Mazijn; Carina Prunkl; Jan Danckaert; Vincent Ginis (xAI (3), 2023)

HydaLearn. - Sam Verboven; Muhammad Hafeez Chaudhary; Jeroen Berrevoets; Vincent Ginis; Wouter Verbeke (Appl. Intell., 2023)

Improving image classification of one-dimensional convolutional neural networks using Hilbert space-filling curves. - Bert Verbruggen; Vincent Ginis (Appl. Intell., 2023)

Dataset Artefacts are the Hidden Drivers of the Declining Disruptiveness in Science. - Vincent Holst; Andres Algaba; Floriano Tori; Sylvia Wenmackers; Vincent Ginis (CoRR, 2024)

The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited. - Floriano Tori; Vincent Holst; Vincent Ginis (ICLR, 2025)

Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias. - Andres Algaba; Carmen Mazijn; Vincent Holst; Floriano Tori; Sylvia Wenmackers; Vincent Ginis (NAACL (Findings), 2025)

Early evidence of how LLMs outperform traditional systems on OCR/HTR tasks for historical records. - Seorin Kim; Julien Baudru; Wouter Ryckbosch; Hugues Bersini; Vincent Ginis (CoRR, 2025)

The Relationship Between Reasoning and Performance in Large Language Models - o3 (mini) Thinks Harder, Not Longer. - Marthe Ballon; Andres Algaba; Vincent Ginis (CoRR, 2025)

Flexible Counterfactual Explanations with Generative Models. - Stig Hellemans; Andres Algaba; Sam Verboven; Vincent Ginis (CoRR, 2025)

How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices? - Andres Algaba; Vincent Holst; Floriano Tori; Melika Mobini; Brecht Verbeken; Sylvia Wenmackers; Vincent Ginis (CoRR, 2025)