Neighbor-anchoring adversarial graph neural networks

• المؤلفون الرئيسيون: LIU, Zemin, FANG, Yuan, LIU, Yong, ZHENG, Vincent W.
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2023
• الموضوعات: Neighbor-anchoring; generative adversarial network; graph neural network; Databases and Information Systems
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/8200; https://ink.library.smu.edu.sg/context/sis_research/article/9203/viewcontent/TKDE21_NAGNN.pdf
• المؤسسة: Singapore Management 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...