BingoCGN, a scalable and efficient graph neural network accelerator that enables inference of real-time, large-scale graphs ...

NP-hard: A complexity classification for problems for which no polynomial-time solution algorithm is known, indicating high computational intensity. Critical Node Detection in Network Graphs ...

Research has shown that large language models (LLMs) tend to overemphasize information at the beginning and end of a document ...

Professors Amir Ali Ahmadi and Pravesh Kothari are pioneering the use of artificial intelligence to enhance complex ...

Graphs, visual representations outlining the relationships between different entities, concepts or variables, can be very ...

A graph database is a dynamic database management system uniquely structured to manage complex and interconnected data.

Minor-Free Graph: A graph that does not contain a specified smaller graph (minor) as a subgraph, which is critical for certifying graph classes and in achieving computational optimisations.

A knowledge graph is a structured representation of entities and their relationships. Think of it as a visual map where each node represents an entity—such as a person, organization, or concept ...