Abstract: Graphs are now ubiquitous in almost every field of research. Recently, new research areas devoted to the analysis of graphs and data associated to their vertices have emerged. Focusing on ...
Abstract: Many real-world datasets can be represented as attributed graphs that contain vertices, each of which is associated with a set of attribute values. Discovering clusters, or communities, ...
This is the official implementation of our paper Scalable Graph Generative Modeling via Substructure Sequences, a self-supervised extension of our ICML'25 work GPM. G2PM addresses the fundamental ...
Adam Hayes, Ph.D., CFA, is a financial writer with 15+ years Wall Street experience as a derivatives trader. Besides his extensive derivative trading expertise, Adam is an expert in economics and ...
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