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Career

· PhD Student, KU Leuven2023–
· FWO special research associate, KU Leuven
· PhD Student, KU Leuven

Publications (14)

Interpretable Concept-Based Memory Reasoning
Neural Information Processing Systems · 2024
17
cited
Interpretable Hierarchical Concept Reasoning through Attention-Guided Graph Learning
arXiv.org · 2025
2
cited
Neural Interpretable Reasoning
arXiv.org · 2025
2
cited
Integrating Local and Global Interpretability for Deep Concept-Based Reasoning Models
ECCV Workshops · 2024
1
cited
Neurosymbolic Reinforcement Learning: Playing MiniHack with Probabilistic Logic Shields
AAAI Conference on Artificial Intelligence · 2025
1
cited
Neurosymbolic Object-Centric Learning with Distant Supervision
arXiv.org · 2025
Quantifying the Accuracy-Interpretability Trade-Off in Concept-Based Sidechannel Models
arXiv.org · 2025
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