Query-by-sketch: Scaling shortest path graph queries on very large networks

Y Wang, Q Wang, H Koehler, Y Lin - Proceedings of the 2021 …, 2021 - dl.acm.org
Computing shortest paths is a fundamental operation in processing graph data. In many real-
world applications, discovering shortest paths between two vertices empowers us to make …

Scalable distance labeling maintenance and construction for dynamic small-world networks

X Zhou, M Zhang, L Li, X Zhou - 2024 IEEE 40th International …, 2024 - ieeexplore.ieee.org
Shortest path computation is a fundamental operation of many applications in small-world
networks, and shortest path index has been extensively studied to achieve high query …

Batchhl: Answering distance queries on batch-dynamic networks at scale

M Farhan, Q Wang, H Koehler - … of the 2022 International Conference on …, 2022 - dl.acm.org
Many real-world applications operate on dynamic graphs that undergo rapid changes in
their topological structure over time. However, it is challenging to design dynamic algorithms …

BatchHL: batch dynamic labelling for distance queries on large-scale networks

M Farhan, H Koehler, Q Wang - The VLDB Journal, 2024 - Springer
Many real-world applications operate on dynamic graphs to perform important tasks. In this
article, we study batch-dynamic algorithms that are capable of updating distance labelling …

Fast fully dynamic labelling for distance queries

M Farhan, Q Wang, Y Lin, B McKay - The VLDB Journal, 2022 - Springer
Finding the shortest-path distance between an arbitrary pair of vertices is a fundamental
problem in graph theory. A tremendous amount of research has explored this problem, most …

Hyper-distance oracles in hypergraphs

G Preti, G De Francisci Morales, F Bonchi - The VLDB Journal, 2024 - Springer
We study point-to-point distance estimation in hypergraphs, where the query is
parameterized by a positive integer s, which defines the required level of overlap for two …

Compression techniques for 2-hop labeling for shortest distance queries

S Anirban, J Wang, MS Islam, H Kayesh, J Li… - World Wide Web, 2022 - Springer
Shortest distance computation is one of the widely researched areas in theoretical computer
science and graph databases. Distance labeling are well-known for improving the …

Partitioned Dynamic Hub Labeling for Large Road Networks

M Zhang, X Zhou, L Li, X Zhou - IEEE Transactions on Knowledge & …, 2025 - computer.org
Shortest path computation is ubiquitous in various applications in road networks and the
index-based algorithms, especially hub labeling, can boost the query performance …

Experimental evaluation of indexing techniques for shortest distance queries on road networks

S Anirban, J Wang, MS Islam - 2023 IEEE 39th International …, 2023 - ieeexplore.ieee.org
Shortest distance calculation between two locations in road networks is an important
problem and has many applications. This problem has been widely researched for over two …

Weight Matters: An Empirical Investigation of Distance Oracles on Knowledge Graphs

K Zhang, J Chen, Z Huang, G Cheng - Proceedings of the 32nd ACM …, 2023 - dl.acm.org
Distance computation is a bottleneck that limits the performance of many applications based
on knowledge graphs (KGs). One common approach to improving online distance …