92 citations · 612 across the 42 of their papers we have counts for
7 papers · 1 filter
Network Community Detection On Small Quantum Computers
Ruslan Shaydulin, Hayato Ushijima-Mwesigwa, Ilya Safro +2
In recent years a number of quantum computing devices with small numbers of qubits became available. We present a hybrid quantum local search (QLS) approach that combines a classic…
Community Detection Across Emerging Quantum Architectures
Ruslan Shaydulin, Hayato Ushijima-Mwesigwa, Ilya Safro +2
One of the roadmap plans for quantum computers is an integration within HPC ecosystems assigning them a role of accelerators for a variety of computationally hard tasks. However, i…
Spatio-temporal prediction of crimes using network analytic approach
Saroj Kumar Dash, Ilya Safro, Ravisutha Sakrepatna Srinivasamurthy
It is quite evident that majority of the population lives in urban area today than in any time of the human history. This trend seems to increase in coming years. A study [5] says…
Are Abstracts Enough for Hypothesis Generation?
Justin Sybrandt, Angelo Carrabba, Alexander Herzog +1
The potential for automatic hypothesis generation (HG) systems to improve research productivity keeps pace with the growing set of publicly available scientific information. But as…
Multiscale Planar Graph Generation
Varsha Chauhan, Alexander Gutfraind, Ilya Safro
The study of network representations of physical, biological, and social phenomena can help us better understand the structural and functional dynamics of their networks and formul…
Aggregative Coarsening for Multilevel Hypergraph Partitioning
Ruslan Shaydulin, Ilya Safro
Algorithms for many hypergraph problems, including partitioning, utilize multilevel frameworks to achieve a good trade-off between the performance and the quality of results. In th…