Human-Centered Graph Neural Network Explanations
Finding design requirements for creating human-centered explanations of Graph Neural Networks (GNNs) to make them more interpretable and accessible for both AI and domain experts through visualization and interaction. Publications:- Design Requirements for Human-Centered Graph Neural Network Explanations[pdf] [link] [link] [Video]
Pantea Habibi, Peyman Baghershahi, Sourav Medya, Debaleena Chattopadhyay, Human-Centered Explainable AI (HCXAI) Workshop, CHI, Honolulu, HI, USA, 2024.
