1 code implementation • 20 Jun 2022 • Kenza Amara, Rex Ying, Zitao Zhang, Zhihao Han, Yinan Shan, Ulrik Brandes, Sebastian Schemm, Ce Zhang
As GNN models are deployed to more mission-critical applications, we are in dire need for a common evaluation protocol of explainability methods of GNNs.
no code implementations • 24 Aug 2020 • Katharina Börsig, Ulrik Brandes, Barna Pasztor
Stress minimization is among the best studied force-directed graph layout methods because it reliably yields high-quality layouts.
1 code implementation • 31 Aug 2016 • Mark Ortmann, Mirza Klimenta, Ulrik Brandes
Force-directed layout methods constitute the most common approach to draw general graphs.
Computational Geometry Data Structures and Algorithms
no code implementations • 15 Apr 2013 • Conrad Lee, Bobo Nick, Ulrik Brandes, Pádraig Cunningham
State-of-the-art link prediction utilizes combinations of complex features derived from network panel data.