Abstract: Graph algorithms such as shortest-path and heuristic search form the computational backbone of applications in robotics, navigation, and communication networks. However, their tight inner ...
Precise path: vector/FTS5 search → community expansion → graph walk → PPR ranking Generalized path: query vector vs community summary embeddings → community members → PPR ranking Community summaries ...
Abstract: Multivariate data contain an abundance of information and many techniques have been proposed to allow humans to navigate this information in an ordered fashion. For this work, we focus on ...