Exploiting vertex relationships in speeding up subgraph isomorphism over large graphs

X Ren, J Wang - Proceedings of the VLDB Endowment, 2015 - dl.acm.org
Subgraph Isomorphism is a fundamental problem in graph data processing. Most existing
subgraph isomorphism algorithms are based on a backtracking framework which computes …

An in-depth comparison of subgraph isomorphism algorithms in graph databases

J Lee, WS Han, R Kasperovics, JH Lee - Proceedings of the VLDB …, 2012 - dl.acm.org
Finding subgraph isomorphisms is an important problem in many applications which deal
with data modeled as graphs. While this problem is NP-hard, in recent years, many …

Performance and scalability of indexed subgraph query processing methods

F Katsarou, N Ntarmos… - Proceedings of the VLDB …, 2015 - eprints.gla.ac.uk
Graph data management systems have become very popular as graphs are the natural data
model for many applications. One of the main problems addressed by these systems is …

Multi-query optimization for subgraph isomorphism search

X Ren, J Wang - Proceedings of the VLDB Endowment, 2016 - dl.acm.org
Existing work on subgraph isomorphism search mainly focuses on a-query-at-a-time
approaches: optimizing and answering each query separately. When multiple queries arrive …

Scaling up subgraph query processing with efficient subgraph matching

S Sun, Q Luo - 2019 IEEE 35th International Conference on …, 2019 - ieeexplore.ieee.org
A subgraph query finds all data graphs in a graph database each of which contains the
given query graph. Existing work takes the indexing-filtering-verification (IFV) approach to …

Turboiso towards ultrafast and robust subgraph isomorphism search in large graph databases

WS Han, J Lee, JH Lee - Proceedings of the 2013 ACM SIGMOD …, 2013 - dl.acm.org
Given a query graph q and a data graph g, the subgraph isomorphism search finds all
occurrences of q in g and is considered one of the most fundamental query types for many …

Ceci: Compact embedding cluster index for scalable subgraph matching

B Bhattarai, H Liu, HH Huang - … of the 2019 International Conference on …, 2019 - dl.acm.org
Subgraph matching finds all distinct isomorphic embeddings of a query graph on a data
graph. For large graphs, current solutions face the scalability challenge due to expensive …

Efficient subgraph matching: Harmonizing dynamic programming, adaptive matching order, and failing set together

M Han, H Kim, G Gu, K Park, WS Han - Proceedings of the 2019 …, 2019 - dl.acm.org
Subgraph matching (or subgraph isomorphism) is one of the fundamental problems in graph
analysis. Extensive research has been done to develop practical solutions for subgraph …

Versatile equivalences: Speeding up subgraph query processing and subgraph matching

H Kim, Y Choi, K Park, X Lin, SH Hong… - Proceedings of the 2021 …, 2021 - dl.acm.org
Subgraph query processing (also known as subgraph search) and subgraph matching are
fundamental graph problems in many application domains. A lot of efforts have been made …

Efficient streaming subgraph isomorphism with graph neural networks

CT Duong, TD Hoang, H Yin, M Weidlich… - Proceedings of the …, 2021 - dl.acm.org
Queries to detect isomorphic subgraphs are important in graph-based data management.
While the problem of subgraph isomorphism search has received considerable attention for …