Modeling sparse graph sequences and signals using generalized graphons

• المؤلفون الرئيسيون: Ji, Feng, Jian, Xingchao, Tay, Wee Peng
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2025
• الموضوعات: Engineering; Sparse graph sequence; Signal processing of generalized graphons
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/182368

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...