Generalizing graph neural network across graphs and time

• Main Author: WEN, Zhihao
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Graph neural network; graph-structured data; inductive; Databases and Information Systems; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/7801; https://ink.library.smu.edu.sg/context/sis_research/article/8804/viewcontent/3539597.3572986_pvoa.pdf
• Institution: Singapore Management University

Graph-structured data widely exist in diverse real-world scenarios, analysis of these graphs can uncover valuable insights about their respective application domains. However, most previous works focused on learning node representation from a single fixed graph, while many real-world scenarios requi...