Unsupervised graph-level representation learning

• المؤلف الرئيسي: Yang, Yichen
• مؤلفون آخرون: Ke Yiping, Kelly
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2025
• الموضوعات: Computer and Information Science; Graph; Machine learning; Unsupervised learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/183857

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...