Neighbor-anchoring adversarial graph neural networks

• Main Authors: Liu, Zemin, Fang, Yuan, Liu, Yong, Zheng, Vincent Wenchen
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Generative Adversarial Network; Graph Neural Network
• Online Access: https://hdl.handle.net/10356/172860
• Institution: Nanyang Technological University

Graph neural networks (GNNs) have witnessed widespread adoption due to their ability to learn superior representations for graph data. While GNNs exhibit strong discriminative power, they often fall short of learning the underlying node distribution for increased robustness. To deal with this, inspi...