Subgraph extraction algorithm for large scale heterogeneous graph

• Main Author: Wu, Eric JiaQing
• Other Authors: Luo Siqiang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Computer science
• Online Access: https://hdl.handle.net/10356/175480
• Institution: Nanyang Technological University

Large-scale heterogeneous graphs, containing different types of nodes and edges, bring new challenges to the efficiency and scalability of graph representation learning and Graph Neural Network-based algorithms. For some graph learning tasks, such as inductive graph reasoning, pre-training on who...