Deep learning for graph structured data

• 主要作者: Dwivedi Vijay Prakash
• 其他作者: Luu Anh Tuan
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Deep learning; Graphs; Graph representation learning; Graph neural network
• 在線閱讀: https://hdl.handle.net/10356/175787

Graph-structured data is ubiquitous across diverse domains, representing valuable relational information between entities. However, most deep learning techniques like convolutional and recurrent neural networks are tailored for grid-structured data and struggle to handle such graphs. This has led to...