Jeroen Bollen

Data Science Institute · Hasselt University

I’m a computer scientist based in Hasselt, Belgium. I love academic research, and have a passion for programming.

In , I completed a PhD in Information Technology at Hasselt University, where I studied graph neural networks and computational logic.

Research

  1. On Halting vs Converging in Recurrent Graph Neural Networks

    Jeroen Bollen, Stijn Vansummeren

    Learning on Graphs · Accepted, forthcoming · Earlier manuscript (arXiv)

  2. Expanding and Exploiting the Expressiveness of Graph Neural Networks: From Recurrence to Reduction

    Doctoral thesis · Hasselt University · Under embargo until .

  3. Halting Recurrent GNNs and the Graded μ-Calculus

    Jeroen Bollen, Jan Van den Bussche, Stijn Vansummeren, Jonni Virtema

    KR · Extended technical report (arXiv)

  4. Learning Graph Neural Networks using Exact Compression

    Jeroen Bollen, Juno Steegmans, Jan Van den Bussche, Stijn Vansummeren

    GRADES–NDA @ SIGMOD · Extended manuscript (arXiv)

  5. Deep Learning on Compressed Graphs

    Master’s thesis · Hasselt University

  6. Reversing Image Compression using Machine Learning

    Bachelor’s thesis · Hasselt University