no code implementations • 4 Apr 2023 • Jason Mohoney, Anil Pacaci, Shihabur Rahman Chowdhury, Ali Mousavi, Ihab F. Ilyas, Umar Farooq Minhas, Jeffrey Pound, Theodoros Rekatsinas
Motivated by the tasks of finding related KG queries and entities for past KG query workloads, we focus on hybrid vector similarity search (hybrid queries for short) where part of the query corresponds to vector similarity search and part of the query corresponds to predicates over relational attributes associated with the underlying data vectors.
1 code implementation • 4 Feb 2022 • Roger Waleffe, Jason Mohoney, Theodoros Rekatsinas, Shivaram Venkataraman
We study training of Graph Neural Networks (GNNs) for large-scale graphs.
1 code implementation • 20 Jan 2021 • Jason Mohoney, Roger Waleffe, Yiheng Xu, Theodoros Rekatsinas, Shivaram Venkataraman
We propose a new framework for computing the embeddings of large-scale graphs on a single machine.