I/O Efficient Label-Constrained Reachability Queries in Large Graphs

L Yuan, X Li, Z Chen, X Lin, X Zhao… - Proceedings of the VLDB …, 2024 - dl.acm.org
Computing the reachability between two vertices in a graph is a fundamental problem in
graph data analysis. Most of the existing works assume that the edges in the graph have no …

Scalable and Accurate Graph Reasoning with LLM-based Multi-Agents

Y Hu, R Lei, X Huang, Z Wei, Y Liu - arXiv preprint arXiv:2410.05130, 2024 - arxiv.org
Recent research has explored the use of Large Language Models (LLMs) for tackling
complex graph reasoning tasks. However, due to the intricacies of graph structures and the …

Parallel Contraction Hierarchies Construction on Road Networks

Z Chen, X Ji, L Yuan, X Lin, W Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Shortest path query on road networks is a fundamental problem to support many location-
based services and wide variant applications. Contraction Hierarchies (CH) is widely …

Selective Parallel Loading of Large-Scale Compressed Graphs with ParaGrapher

MK Esfahani, M D'Antonio, SI Tauhidi, TS Mai… - arXiv preprint arXiv …, 2024 - arxiv.org
Comprehensive evaluation is one of the basis of experimental science. In High-Performance
Graph Processing, a thorough evaluation of contributions becomes more achievable by …

[HTML][HTML] Leveraging Large Language Models for Efficient Alert Aggregation in AIOPs

J Zha, X Shan, J Lu, J Zhu, Z Liu - Electronics, 2024 - mdpi.com
Alerts are an essential tool for the detection of anomalies and ensuring the smooth operation
of online service systems by promptly notifying engineers of potential issues. However, the …

Federated k-Core Decomposition: A Secure Distributed Approach

B Guo, E Sekerinski, L Chu - arXiv preprint arXiv:2410.02544, 2024 - arxiv.org
As one of the most well-studied cohesive subgraph models, the $ k $-core is widely used to
find graph nodes that are``central''or``important''in many applications, such as biological …

Towards Efficient Heuristic Graph Edge Coloring

H Sui, L Yuan, Z Chen - Asia-Pacific Web (APWeb) and Web-Age …, 2024 - Springer
Graph edge coloring problem is a branch of the graph coloring problem and is a classic NP-
hard problem in graph theory. The goal of edge coloring is to minimize the number of colors …

Extending TWJ for Triangles Detection in Large Graphs

S Balbouzi, L Zekri, K Mechach - 2024 4th International …, 2024 - ieeexplore.ieee.org
In light of social networks' expansion and the ever-increasing number of subscribers who
daily sign up to them. Detecting and counting triangles of subscribers in these networks are …

[HTML][HTML] Scalable and Accurate Graph Reasoning with LLM-based Multi-Agents (2024)

Y Hu, R Lei, X Huang, Z Wei, Y Liu - wllawsd.com
Recent research has explored the use of Large Language Models (LLMs) for tackling
complex graph reasoning tasks. However, due to the intricacies of graph structures and the …