Modeling sparse graph sequences and signals using generalized graphons

• Main Authors: Ji, Feng, Jian, Xingchao, Tay, Wee Peng
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2025
• Subjects: Engineering; Sparse graph sequence; Signal processing of generalized graphons
• Online Access: https://hdl.handle.net/10356/182368
• Institution: Nanyang Technological University

Graphons are limit objects of sequences of graphs and are used to analyze the behavior of large graphs. Recently, graphon signal processing has been developed to study signal processing on large graphs. A major limitation of this approach is that any sparse sequence of graphs inevitably converges to...