Simon Popelier's blog

  1. Graph Positional Encoding

    Wed 24 January 2024

    Encoding structure and position for attention on graphs.

  2. Fundational Genomic Models

    Mon 15 January 2024

    Introduction to foundation models for genomics.

  3. Graph Spectrum Insights: Expansion

    Mon 04 September 2023

    How to interpret robustness from a Graph's spectrum.

  4. The Onion Topology

    Sun 11 June 2023

    What makes the onion structured networks special.

  5. Network Robustness & Vulnerability

    Sat 13 May 2023

    Overview of vulnerabilities of networks to different attacks.

  6. Graph Structure Learning

    Mon 10 April 2023

    Introduction to Graph Structure Learning, a method for learning graph conjointly to target with Graph Neural Networks

  7. Metro Network Structure Learning

    Mon 10 April 2023

    Experiment on Graph Structure Learning using a toy Metro synthetic dataset.