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Polynomial graph filter (PGF) is an important tool for processing the irregular data captured from various complex networks, so the design of PGF is studied in this paper. First, Legendre polynomials ...
Recently, polynomial graph filter learning (PGFL) has demonstrated promising performance for modeling graph signals in Graph Neural Networks (GNNs) on both homophilic and heterophilic graphs, owning ...
It includes most of the known results and unsolved problems in the area of chromatic polynomials. Dividing the book into three main parts, the authors take readers from the rudiments of chromatic ...
At 8 years old, Axi Mok was diagnosed with the rare disease Hashimoto’s encephalopathy, a rare brain disorder that caused her ...
Google popularized the term "knowledge graph" in this 2012 blog post. Since then, there has been a massive momentum around ...
Struggling to remember facts, dates, or formulas? These powerful mnemonic hacks make studying faster, easier, and way more ...
Humans can remember various types of information, including facts, dates, events and even intricate narratives. Understanding ...
Let's say you're reading a story, or playing a game of chess. You may not have noticed, but each step of the way, your mind ...
Ten charts illustrate the extraordinary level of support the United States has provided Ukraine in its war against Russian invaders.