Unsupervised graph-level representation learning

• Main Author: Yang, Yichen
• Other Authors: Ke Yiping, Kelly
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Computer and Information Science; Graph; Machine learning; Unsupervised learning
• Online Access: https://hdl.handle.net/10356/183857
• Institution: Nanyang Technological University

Graph-level representation learning has been crucial for its ability to interpret unstructured graph data, such as social network and biological molecules. Unsupervised clustering in particular, has gained increasing attention for the ability to produce useful representations for downstream task w...