Shiying Cheng

Graph Segmentation and Contrastive Enhanced Explainer for Graph Neural Networks

2025 · Proceedings of the AAAI Conference on Artificial Intelligence

Graph Neural Networks are powerful tools for modeling graph-structured data but their interpretability remains a significant challenge. Existing model-agnostic GNN explainers aim to identify critical subgraphs or node features relevant to task predictions but often …